NewABAP, RAP and ABAP Cloud
481 changes
Today
Agent access to your codecoverage by ecosystem, coverage by flavor revisedReassessed against the graph (check:capabilities): removed the tool count and the two absence claims about who has built something.Agent access to your code
Agent evalscore coverage, coverage by ecosystem revisedReassessed against the graph (check:capabilities): albertmink-agentic-abap-evals, an independent set of ABAP tasks and a grader for coding agents, was entered after the block was written; the count is dropped and the second kind named. State unchanged.Agent evals
Agent guidancecoverage by ecosystem, coverage by flavor revisedReassessed against the graph (check:capabilities): docs/WRITING.md §3 rules out provider counts and absence claims in every capability field.Agent guidance
Attachmentscoverage by ecosystem, coverage by flavor revisedReassessed against the graph (check:capabilities): drops a count-like contrast with a plugin the flavor does not have.Attachments
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Clean code conventionscore coverage revisedReassessed against the graph (check:capabilities): FORMfactor, an independent ABAP generator, provides this capability, so the community is present on the door.Clean code conventions
Data modellingcore coverage, coverage by ecosystem revisedReassessed against the graph (check:capabilities): independent ABAP providers (CDS Analyser, CDS field mapping, acds) now provide this capability on the ABAP door.Data modelling
Database connectorscoverage by ecosystem revisedReassessed against the graph (check:capabilities): the note counted one entry behind the door; it now names the driver and SAP HANA, which now provides the capability on this door. State unchanged.Database connectors
Documentationcore coverage, coverage by ecosystem, coverage by flavor revisedReassessed against the graph (check:capabilities): absence claims about providers go stale as providers arrive. The flavor states are unchanged.Documentation
Importing and exporting table datacore coverage revisedReassessed against the graph (check:capabilities): the count of sample repositories goes stale as providers arrive, and the ABAP backend importer and the Excel add-in change the shape of the answer, so the note names those kinds. The ABAP state stays core-and-community.Importing and exporting table data
LLM integrationcoverage by ecosystem, core coverage, coverage by flavor revisedReassessed against the graph (check:capabilities): the note claimed who provides the capability behind this flavor, which moves with the corpus. The flavor state is unchanged.LLM integration
Loading a warehousecore coverage, coverage by ecosystem revisedReassessed against the graph (check:capabilities): ERPL is a provider the text never named, and it loads from ABAP systems outside BW routines. State unchanged.Loading a warehouse
Maintaining table entriescore coverage revisedReassessed against the graph (check:capabilities): open-abap-open-table-maintenance, a community-org package served from an HTTP handler for one table named in its code, was not named; the browser editor is now linked. State unchanged.Maintaining table entries
Retrieval-augmented generationcoverage by ecosystem, core coverage revisedReassessed against the graph (check:capabilities): a CAP-door provider reaches Document Grounding through the LangChain vector store interface, a shape the two plugins do not cover.Retrieval-augmented generation
Searchcore coverage, coverage by ecosystem revisedReassessed against the graph (check:capabilities): the only independent provider behind the ABAP door is ZC8A_001, an artifact of type sample, which is not a presence; the core stays because what_core_does is sourced.Search
Tool governancedescription, core coverage, coverage by ecosystem, framing by ecosystem, coverage by flavor revisedReassessed against the graph (check:capabilities): a count of providers removed.Tool governance
Yesterday
Agent access to your codecoverage by ecosystem revisedRewritten at the maintainer's request (2026-10-25): what SAP ships named whole, and what the community adds written from what its ABAP MCP servers state about how they run, connect and sign in.Agent access to your code
Fri 23
EPOD ADT MCP Serveradded to the atlasMCP server for ABAP on the ADT session, in Eclipse or standaloneAgent access to your code
Thu 22
Klystronadded to the atlasMCP server in ABAP inside the application server, with agent skillsAgent access to your code
Skybuffer AI MCP serveradded to the atlasABAP add-on serving business data and transactions as MCP toolsAgent access to your systems
@mcp-abap-adt/corereleased 20.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
Wed 21
@mcp-abap-adt/corereleased 19.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
Tue 20
Joule for Developers with SAP BTP ABAP Environment-Setup GuidepublishedA step-by-step setup guide for SAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap under its Q2 2026 limited-promotion licence: creating a BTP subaccount, adding ABAP environment and HANA compute-unit entitlements, enabling Cloud Foundry, configuring trust to Cloud Identity ServicesCloud Identity ServicesIdentity Authentication and Identity Provisioning as one tenant: the login, the user store or the federation to a corporate identity provider, and the provisioning of users into whatever sits behind it.sap official, btp, creating the ABAP environment instance and assigning the developer role, then pointing ABAP Development Tools for EclipseABAP Development Tools for EclipseSAP's Eclipse plugins for ABAP: source, dictionary and CDS editors, Project Explorer, Outline and ABAP Unit, calling ADT resources on the connected system.sap official, abap at the new system. It walks through the resulting Joule chat, predictive code completion, explain, ABAP Unit and CDS test-generation features inside a newly created ABAP Cloud project.Agent access to your code
What an AI infra engineer sees when opening SAP's AI stack (1/3): the model gatewaypublishedA first look at SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp's Generative AI Hub from someone who builds gateways outside SAP for a living: the orchestration service harmonizes provider calls onto one API (a model name string switches providers, and SAP Note 3437766 carries the current model list, token rates and deprecation dates), runs a fixed, non-reorderable module pipeline — templating, masking through SAP Data Privacy Integration, grounding, content filtering, then the model call — and retries down an ordered fallback list whose entries can each carry their own model and rules. It places @sap-ai-sdk/orchestration@sap-ai-sdk/orchestrationThe Orchestration Service client of SAP's AI SDK, which applies templating, grounding, filtering and masking around a model call rather than in the application.sap official, cap among the official JavaScript, Java and Python SDKs, and notes SAP's own LiteLLM provider as a way to put a different gateway in front of it.LLM integration
Mon 19
🟣 Bring AI into Your ABAP Applications with ISLM: Build, Integrate, and Consume AI NativelypublishedDevtoberfest 2026 session AI-11, from the product manager and product owner of Intelligent Scenario Lifecycle Management: ISLM as the place an AI use case is registered, deployed and operated inside an SAP S/4HANA system, and what has been added to it for generative AI. The demo builds a custom scenario end to end — an intelligent scenario of type generative AI, a connection to SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, a GPT-5 mini model, an orchestration flow template that configures data masking, input and output filtering and translation into the user's logged-in language, then prompts with a grounding query over five companies' return-policy documents — and consumes it from an ABAP report through the ABAP AI SDKABAP AI SDKSAP's reuse library for calling a large language model from ABAP code, powered by Intelligent Scenario Lifecycle Management and reaching the models in the Generative AI Hub; delivered with SAP BTP ABAP environment, SAP S/4HANA Cloud Public and Private Edition and SAP S/4HANA.sap official, abap, which calls the orchestration API and returns the summary as JSON. Two newer pieces follow: SAP RPT, the relational pre-trained transformer for tabular prediction, called with context rows and query rows and answering with a confidence value and no training step; and system-triggered agents, where an application job in the ABAP system starts a billing-creation agent that reaches S/4HANA OData APIs as tools through the agent gateway with principal propagation. The closing availability matrix states the generative AI capabilities for on-premise and private cloud from the 2021 release, with SAP notes to implement on lower ones.LLM integration
🟣 Enable Your AI application to Run on Multiple Models to Ensure Resilience and CompliancepublishedDevtoberfest 2026 session AI-21. A cross product owner on the SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp team gives the reasons an AI application ends up on more than one model — a model down at the hyperscaler, a data centre that is not allowed to run it, a version being deprecated — and runs a joke app that answers from Gemini 2.5 Flash in EU10 and from Claude 4.5 Haiku in Asia-Pacific. The walk through AI Core's parts is where the edges hold: prompts kept as templates in the prompt registry, imported through the launchpad and the APIs or synced as YAML from a git repository (Prompt managementPrompt managementKeeping the prompts an application sends to a model as templates with placeholders, stored and versioned apart from the code that calls them, so a change of wording is not a deployment. What people conflate under it: the template filled at runtime, the registry it lives in, and the orchestration step that fills it.SAP only); the evaluation service scoring one prompt across up to four models per run on built-in or model-as-judge metrics, and the prompt optimizer generating variants against one metric (Agent evalsAgent evalsKnowing whether an AI feature still behaves after a model, prompt or schema change. Regression testing for non-deterministic output, against fixtures that reflect real business data.SAP and community, unassessed); and the orchestration service harmonising the providers behind one message format with a priority-sorted fallback list (LLM integrationLLM integrationCalling a language model from application code with the tenant, destination and credential handling already solved instead using an SDK call with a hand-rolled key.SAP and community, narrow by design). The session also states where a metric has to be designed rather than picked: an exact-JSON match scores an email generator at zero, so the joke app's custom metric judges topic and family-appropriateness instead.LLM integration
ABAP AI SDK powered by ISLM - How to implement your own AI use cases in ABAPpublishedA Devtoberfest 2026 ABAP-track session (ABA-44) on the ABAP AI SDKABAP AI SDKSAP's reuse library for calling a large language model from ABAP code, powered by Intelligent Scenario Lifecycle Management and reaching the models in the Generative AI Hub; delivered with SAP BTP ABAP environment, SAP S/4HANA Cloud Public and Private Edition and SAP S/4HANA.sap official, abap: an intelligent scenario development object holds the model and its version, so the ABAP code asks for an API, sends a prompt and reads the completion with its token counts and finish reason, and swapping the model is a change to that object rather than to the code. Four demos go through the ABAP line by line — a bare completion, a system prompt with the temperature set to 0.2, tool calls where the model asks for order details and the result goes back into the message container, and a JSON response schema that returns category, severity and goodwill as fields a program can act on — and a fifth replaces the API with the SDK's own mocks so unit tests run with no network call, which is what the LLM integrationLLM integrationCalling a language model from application code with the tenant, destination and credential handling already solved instead using an SDK call with a hand-rolled key.SAP and community, narrow by design edge on the ABAP door rests on. The closing availability matrix separates base scenarios, available across SAP S/4HANA on-premise, private edition, public cloud and the SAP BTP ABAP environment, from the orchestration service and SAP RPT, shown for on-premise and private cloud with transport-based correction instructions back to release 2022 and not yet for the public cloud editions.LLM integration
Agentic Loop with Joule for Developers and ADT MCP ServerpublishedA Devtoberfest 2026 session from SAP's ABAP AI team that generates a RAP issue-tracker application by prompting a coding agent. It covers what SAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap now ships as MCP tools and which assistants can reach an ABAP system's virtual filesystem, then does the setup twice: turning on the ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap and pasting the Joule side-by-side tenant link in ABAP Development Tools for VS CodeABAP Development Tools for VS CodeSAP's ABAP tools in VS Code: editing, debugging, ABAP Unit, ATC and transports for classes, CDS and RAP objects, over RFC to an on-premise or Private Cloud system and HTTP to a cloud one, with Joule's ADT MCP server and code completion behind an AI-unit licence.sap official, abap, and again in ABAP Development Tools for EclipseABAP Development Tools for EclipseSAP's Eclipse plugins for ABAP: source, dictionary and CDS editors, Project Explorer, Outline and ABAP Unit, calling ADT resources on the connected system.sap official, abap, where the custom agent becomes custom instructions. The demo's subject is the guardrails around the loop — an agent.md of phases and human checkpoints, skill files cloned from a GitHub repository for naming, ATC compliance and UI annotations — run through GitHub CopilotGitHub CopilotAn AI coding assistant built into GitHub, with agents that can use external tools and MCP servers. until the generated objects are activated, unit-tested and in a transport.Agent access to your code
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agentic-abap-evalsadded to the atlasABAP navigation tasks and a grader for coding agentsAgent evals
AI-assisted SAP development with MCPpublishedA Devtoberfest 2026 session (UI-41) that traces AI-assisted SAP development from pasting code into a chat window to coding agents with built-in connectors, and sorts the MCP servers around SAP development into SAP's own, the community's and the hosted ones, where the agent cannot change what the server allows. Four demos follow: GitHub Copilot alone explaining an ABAP report from a Git repository, @ui5/mcp-server@ui5/mcp-serverSAP's MCP server for UI5 development: ten tools that scaffold an app or a card, read the project in front of the agent, and run the linter and the manifest validator against it.sap official, ui5 reading an OpenUI5 sample app and converting it to TypeScript, mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap grounding Terraform files for a BTP subaccount the presenter had not written before, and arc-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap with Copilot in Eclipse tracing why a title longer than 40 characters is rejected and proposing the DDIC-allowed length instead. It ends on a skill that migrates an SAP Gateway project on an ECC system to RAP on S/4HANA step by step, and on a rule Marian ZeisMarian Zeismaintains 35 entries, created 25 pieces, contributed to 86 entries gives for servers written for internal use: keep them read-only, because what the agent is short of is context.Agent access to your code
Always in Sync — Field-level and event-driven side effects for reactive UIs in RAPpublishedA Devtoberfest 2026 session on side effects in RAP — the declarations in a behaviour definition that tell a draft UI to reload what a change affected, instead of leaving the user to refresh the browser. Field-level side effects recalculate a total price from a determination when a booking fee is entered, including across the association from a child item up to the root entity, and a permissions side effect toggles a description field between read-only and editable; a global side effect is attached to a determine action, fires when the user presses Enter, and only one may exist per business object, which is why the prepare action and a second determine action cannot both carry it. The last part starts a long-running calculation through the background processing framework and raises a business event that the behaviour definition lists as a side effect source and the projection makes public, so the Fiori app is updated with a notification when the work finishes, whether it was triggered by the user or by an application job — the transactional modelTransactional modelHow a business object's behaviour is defined and who owns the transaction — the choice that shapes everything downstream in an application.SAP and community, unassessed and the async processingAsync processingDoing work outside the request that triggered it, with a guarantee that it eventually happens — deferred jobs, retries, and periodic work. Distinct from messaging, which is about telling other systems.SAP and community, narrow by design side the edges rest on.Transactional model
Bridging Python and SAP HANA: Inside the sqlalchemy-hana Open-Source DialectpublishedA Devtoberfest 2026 data-track session (DAT-21) in which one of the maintainers of sqlalchemy-hana, the open-source SQLAlchemy dialect published in SAP's GitHub organisation, opens up what sits between Python and SAP HANASAP HANASAP’s relational database platform, which stores application data and executes SQL and SQLScript in the database, available on-premise and as the managed service SAP HANA Cloud.sap official, btp. It walks the five dialect classes that render statements, types, DDL, identifiers and sequences, and the HANA specifics they absorb: the FROM DUMMY a bare SELECT needs, a limit injected when only an offset is given, string compiled to NVARCHAR, and quoted case-sensitive identifiers against Python's lowercase. The rest covers schema migrations with Alembic on HANA's transactional DDL, the recently added async support and vector types, and that HANA Cloud and HANA 2 are supported while HANA 1 is not.Database connectors
Bring "developers.sap.com" Into Your Dev Environment: SAP Developer Context for AI Coding AgentspublishedDevtoberfest 2026 session FA-11: a tour of the rebuilt developers.sap.com by the team that runs it, from the administration screens behind the home page to the agent interfaces in front of it. The site is a CAP application on SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp and SAP BTP, open-sourced in full, and the half of the session that places it here is how its content reaches an agent: every tutorial is also served as markdown, a coding agent is detected and given that version instead of the HTML, a well-known agent card advertises what the site offers, and SAP Developers MCPSAP Developers MCPThe hosted MCP server of developers.sap.com, over which an agent searches SAP's tutorials, reads missions and queries the site's knowledge graph of tutorials and concepts.sap official, umbrella answers questions about tutorials, news and a reader's own completion history in Claude Code and Joule Desktop, over OAuth or a personal access token. Behind the answers sit two things working together: a knowledge graph in the HANA database over 1400 tutorials and 11,000 concepts, and SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp for the Joule interactions and the embeddings, with the agent harness written for the site rather than taken off a shelf. Where neither MCP nor A2A is available, the same content is published as skills.Agent guidance
Building Agentic Workflows with n8n in Joule StudiopublishedA Devtoberfest 2026 session, JS-31, on SAP-managed n8n inside Joule StudioJoule StudioSAP’s managed development environment for building custom agents, applications and workflows from business intent, in six phases from intent and specification to deployment on an SAP-managed runtime.sap official, umbrella, shown as a labs preview on a blocked-invoice scenario: a solution made of assets, an intent refined by the web agent into requirements and then a specification, and the generated workflow opened in the n8n editor that Joule Studio connects to its own n8n tenant, with the generated files committed through GitHub. The nodes carry the other edges — the human-in-the-loop node is built on SAP Task CenterSAP Task CenterOne inbox across SAP applications: tasks from S/4HANA, SuccessFactors, Ariba and BTP workflows in one list, with a public API for a custom task provider.sap official, btp, and SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp is where model providers are configured centrally instead of per developer. It ends in Joule chat, where the approval task the workflow created is listed, opened and completed.LLM integration
Building Code-Based AI Agents on the BAIPpublishedA Devtoberfest 2026 session on writing the agent yourself rather than configuring one, which is the agent toolingAgent toolingBuilding an agent into your own application — the tools it may call, the state it keeps between turns, and the framework it runs in. Distinct from MCP servers, which expose an application to somebody else's agent, and from agent guidance, which is knowledge handed to a coding agent.SAP and community, unassessed edge: an agent is a model with tools, skills, memory and context around it, and the session reads the code of one built in CAP as a LangGraph state graph, with an agent node that calls the model, a tools node holding the MCP clients, and the edge between them looping until no tool is needed. It then shows the shorter route, a CDS service annotated for the agent protocol with its instructions and skills in an agent.md file. SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp carries both, with the CAP service in front of it as middleware so the credentials never reach the browser, and that is what cap-agent-ui5-webuicap-agent-ui5-webuiGives a CAP agent a UI5 web interface out of the box, so an agent built in the service has somewhere to be talked to without a separate frontend project.independent, cap is demonstrated against: added as a dependency, it gives the annotated service a UI5 chat interface that can be deployed rather than only previewed. A Python multi-agent application on Cloud Foundry, where an orchestrator delegates to per-stack specialists so no single model sees every tool, closes the session.Agent tooling
CDS Associations & JoinspublishedA Devtoberfest 2026 session from SAP's performance and scalability team on what an ABAP CDSABAP CDSThe modelling layer of ABAP Cloud — view entities, projections and annotations defined above database tables, delivered with the platform rather than installed.sap official, abap association becomes on SAP HANA, taken as an excerpt from their internal performance training. The CDS edge rests on the three ways an association is used: a path expression and an explicit join both put a left outer join into the generated view, while exposing the association leaves the view without one and adds the join only for a query that asks for its fields, which the session calls join on demand. The data modellingData modellingDefining the shape of data before anything serves it: entities and their types, how they relate, and the projections and views that services and applications consume.SAP and community, unassessed edge is the advice that follows and the demo under it — cardinality written as precisely as the data allows, because the optimiser trusts it, shown with a view whose missing cardinality let SELECT COUNT(*) prune the join and return 18 rows where selecting the columns returned 56, plus the left-hand, right-hand and left-outer-to-inner rewrites that correct cardinalities make possible.Data modelling
How to implement business AI capabilities in ABAP CloudpublishedA Devtoberfest 2026 session (ABA-32) on embedding AI in an ABAP Cloud application and on making SAP Joule aware of what that application can do. The first demo implements two features of a RAP travel app with the ABAP AI SDKABAP AI SDKSAP's reuse library for calling a large language model from ABAP code, powered by Intelligent Scenario Lifecycle Management and reaching the models in the Generative AI Hub; delivered with SAP BTP ABAP environment, SAP S/4HANA Cloud Public and Private Edition and SAP S/4HANA.sap official, abap: a determination on an uploaded receipt that sends the image together with the allowed categories and transaction types to a model reached through an intelligent scenario, then writes the extracted description, category, currency and amount back to the expense entity; and a recommendation function, triggered by a side effect on the trip title, that proposes a trip type with a score the Fiori UI sorts the proposals by and leaves the business user to accept — which is LLM integrationLLM integrationCalling a language model from application code with the tenant, destination and credential handling already solved instead using an SDK call with a hand-rolled key.SAP and community, narrow by design from ABAP code. The second demo builds a capability for SAP JouleSAP JouleSAP's unified AI engagement layer across SAP applications: Joule Work is where a user expresses intent, Joule Assistants coordinate agents across business functions, and Joule Agents carry out the tasks, provisioned on BTP as a formation against SAP Cloud Identity Services.sap official, btp in the Joule Studio code editor in VS Code, with a scenario that extracts a trip title from the user's intent and calls an OData service in the ABAP backend through a BTP destination, deploys it and asks the Joule test UI for the trip's details; the session states that agents reach ABAP only over governed remote APIs — OData, SQL and MCP — and that automatic grounding of custom OData services in the knowledge graph is upcoming rather than available.LLM integration
Intelligent App Development at Scale: SAP Fiori Elements + ABAP Development Tools for VS CodepublishedA Devtoberfest 2026 session (UI-33) that builds a RAP service and the SAP Fiori elements app over it from one VS Code workspace, with a coding agent driving two of SAP's MCP servers. The ABAP Development Tools for VS CodeABAP Development Tools for VS CodeSAP's ABAP tools in VS Code: editing, debugging, ABAP Unit, ATC and transports for classes, CDS and RAP objects, over RFC to an on-premise or Private Cloud system and HTTP to a cloud one, with Joule's ADT MCP server and code completion behind an AI-unit licence.sap official, abap edges hold on the demo itself: its virtual file system keeps the ABAP package beside the Fiori project, the ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap inside it creates, changes and activates the ABAP objects, and a version not yet released publishes the service binding from the agent instead of by hand. The @sap-ux/fiori-mcp-server@sap-ux/fiori-mcp-serverSAP's Fiori MCP server, run as fiori-mcp, letting a coding assistant create and edit Fiori applications directly rather than describing the steps.sap official, ui5 edge covers its generators and the three-step workflow it uses for changes — list the functionality available for the application, ask for its JSON schema, then execute it — and the agent guidanceAgent guidancePackaged knowledge you hand a coding agent so it gets a framework right unprompted — skills, rule files, instruction packs. Distinct from agent tooling, which is about building agentic features into your application, and from agent access to your code, where the agent reads the real project instead of being handed a file about it.SAP and community, core adopted it edge rests on the skills the Fiori team publishes beside it, on the session's account of what a skill adds that a server does not, and on the analytical chart demo where a skill orchestrates both servers in one task.Agent access to your code
News from Custom Code Migration: ECC to SAP S/4HANA Powered by Agentic AIpublishedA Devtoberfest 2026 session (ABA-23) on what SAP has added to the ECC to SAP S/4HANA custom code migration tools, demonstrated across a live ECC and an S/4HANA system. The first half stays deterministic and explains static analysis in that process: the custom code migration app's scoping over ABAP test cockpit findings, an explain of a legacy report and of an S/4HANA simplification finding, and transferable quick fixes exported from the app and applied on the ECC system through the SAP GUI ATC transaction before conversion. The second half runs the S/4HANA custom code migration agent in ABAP Development Tools for EclipseABAP Development Tools for EclipseSAP's Eclipse plugins for ABAP: source, dictionary and CDS editors, Project Explorer, Outline and ABAP Unit, calling ADT resources on the connected system.sap official, abap: GitHub CopilotGitHub CopilotAn AI coding assistant built into GitHub, with agents that can use external tools and MCP servers. drives the ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap's ATC and quick-fix tools in a loop, SAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap produces the AI code proposals behind it, and only the high-confidence ones are written into the code, the rest left as comments in one transport request.Agent access to your code
Unlocking Tabular Foundation Models: From Experimentation to ProductionpublishedA Devtoberfest 2026 session (AI-41) on taking tabular prediction from a playground to a deployment. It sets tabular foundation models against a model trained per use case and against language models reading rows as text, explains in-context learning as examples plus the rows whose target column is missing, and tries SAP RPT 1.6 on a train-delay dataset in the RPT playground, including the column and row importance it returns with the prediction. The same prediction is then rebuilt on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, where the tabular orchestration service plays the part the orchestration service plays for language models: a data destination, a table artifact with its CSN schema and a scenario configuration registered once at design time, after which a predict call passes only the query rows, the scenario configuration and a context-selection strategy. The last demo runs those same calls in natural language through the aicore-skillsaicore-skillsFour agent skills for SAP AI Core, published as a plugin inside SAP's AI Skills Library: admin resources, the deployment lifecycle, the foundation models in the Generative AI Hub, and the Context Registry behind tabular prediction.sap official, btp plugin in a coding agent, and one of them only resolves once the agent is told which scenario configuration to use.LLM integration
Updates on Embedded Analytics in ABAP Cloud for DeveloperspublishedA Devtoberfest 2026 session (ABA-33) on the generator wizards for Embedded Analytics in ABAP Cloud, run by right-clicking a data definition in the ADT Project Explorer. It first names the artefacts a star schema needs, all of them ABAP CDSABAP CDSThe modelling layer of ABAP Cloud — view entities, projections and annotations defined above database tables, delivered with the platform rather than installed.sap official, abap — cube view at its centre, dimension, text and hierarchy views reached by association, a hierarchy directory, and an InA service definition and binding — and then generates them: the star schema generator reads a view entity's metadata, sorts its fields into dimensions and measures, asks about the ones it cannot decide, offers the dimension views it found and writes an activated cube view; the hierarchy generator produces directory, node, base and definition views plus a maintenance business object with a generated app, which is used to group airlines into alliances before the hierarchy is switched on in the layout of the multi-dimensional analysis app. That is analytic modellingAnalytic modellingDefining what an analytical client actually reads — the multi-dimensional layer between stored rows and a chart: measures, dimensions, hierarchies, filters and parameters, and the associations somebody navigates them by. Distinct from analytical queries, which is a service answering the request a chart sends, and from loading a warehouse, which fills the tables underneath it.SAP and community, unassessed on the ABAP platform, which is what the edges rest on; the outlook names time-dependent hierarchies, translatable texts and dimensions generated from database tables.Data modelling
CDS Field Mappingdescription revisedSAP's Cloudification Repository is in the graph, so the README's source is named by its entry rather than by a URL none of this entry's sources gave. The README's sentence is "Source will be the Cloudification Repository, where the mapping old table to new Core Data Services is listed.", so the prose reports it as what the README names and not as how the mapping file is produced today: the file in the repository comes from an extractor class you copy and run in your own system. The CAST, CASE and ABS gap is attributed to the tool's page, which is where that sentence stands, rather than to the README.Data modelling
secondsky/sap-skillstype properties, flavors revisedRead today in the two plugins that answer the CAP and the UI5 door, which the ABAP pass had not opened. The sap-cap-capire skill's frontmatter states that it covers Node.js and Java runtimes, so CAP's two flavors rest on the maintainer's sentence where the entry previously answered in both by the serves-another-door fallback, which is the same reading off an absence. The sapui5 skill's frontmatter names freestyle apps and Fiori elements apps in one clause, so freestyle is stated, and fiori-elements moves onto that sentence from the README line about which request activates sap-fiori-tools, which said what triggers a plugin rather than what it covers. Nothing read names UI5 Web Components, so that flavor stays unstated. Stating freestyle changes an answer: the entry answered no there while it stated one UI5 flavor and now answers yes, which a reader comparing that flavor's options will see. The ABAP pair is unchanged.Agent guidance
Werkbankprovides revisedWhat Werkbank adds for ABAP, CAP and UI5 is its catalog of development skills; the workspace itself is not specific to any of those stacks. Agent workspaces is narrowed back to BTP.Agent guidance
Sun 18
abapsmithadded to the atlasABAP MCP server over ADT with a local journal that can undo writesAgent access to your code
CAP in the age of AI #6 - vector embeddingspublishedVector embeddings put to work in the incident managementcapire/incidents-appThe Incident Management reference application — the one SAP's own tutorial paths build, step by step, and the model cds add incidents-sample drops into a project.sap official, cap sample, answering whether this problem has been seen before. An
embedding element of type Vector is calculated and stored from the vector_embedding function, so the database refreshes it whenever the text behind it changes, and cosine_similarity compares it with a freshly embedded string; because a title says little, a scheduled action first summarises each incident's conversation through a model on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp and the embedding is taken from that summary. The similar-incidents list is a view joining incidents to themselves, with order and limit set in a before handler on the expanded query, and the vector element excluded from the service, since OData knows nothing about vectors — on SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp the function is native, while SQLite needs packages added to the project.LLM integrationCAP in the age of AI #7 - vector embeddings wrap-uppublishedThe same embeddings model taken from SQLite to SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp, then handed to an agent. Locally it is @cap-js/ai@cap-js/aiOut-of-the-box value-help recommendations powered by SAP RPT-1, SAP AI Core as a standard CAP service, and an experimental local embedding model behind SQLite's vector functions.sap official, cap that adds the vector functions SQLite lacks and downloads an all-MiniLM L6v2 ONNX model on first start; on HANA natural language processing has to be switched on, the model name is a mandatory argument, the vectors it returns are 768 dimensions, and dimensions must match on both sides of a comparison. HANA itself can be given SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp as a remote source for other embedding models, which a
CDS.ql expression has to inject because the postfix notation only takes what the CDS model holds, and the hour ends with a search function over cosine similarity exposed over @cap-js/mcp@cap-js/mcpA CAP plugin that serves an @mcp-annotated service over MCP with three generated tools, describe, query and call_action, and writes its endpoint into the local agent's configuration in development.sap official, cap, so an agent asked about low output from solar panels calls semantic search instead of writing the query itself.LLM integrationModernization Agents for SAP on AWSadded to the atlasAWS agents for ABAP, PI/PO and BW modernisation workAgent access to your code
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SAP Developers MCPadded to the atlasHosted MCP server of developers.sap.com tutorials and missionsAgent guidance
SAP Developers MCPentry revisedNEIGHBOURS §5.1 named the hosted MCP as a companion to index as an artifact, and the graph had no entry for it. ecosystem: umbrella because its content covers SAP technologies across stacks (llms.txt names ABAP Cloud, CAP, Fiori, HANA Cloud and integration) and no single door holds it. No read_only: the anonymous mounts are read-only, but the signed-in tier writes progress (complete_step). No tool_count: the quickstart and the API page list different tools per mount. The site also serves a GraphQL API, not recorded as an interface here for want of a page read. /mcp/homepage is left out of the description: the quickstart lists it as anonymous and the API page as signed-in.Agent guidance
Sat 17
@abap2ui5/mcp-serveradded to the atlasMCP server for the abap2UI5 check, deploy and run loopAgent access to your code
abap-agent-runtimeadded to the atlasABAP-native MCP endpoint that drives opted-in abap2UI5 appsLLM integration
abap2UI5 samplesadded to the atlas129 abap2UI5 sample apps, one ABAP class each
abap2UI5-addons/open-source-libsadded to the atlasEleven abap2UI5 apps, one per open-source ABAP library
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abap2UI5/samples-controlsadded to the atlasUI5 Demo Kit samples rebuilt as abap2UI5 apps
ERPLadded to the atlasDuckDB extension reading SAP ERP tables, CDS views and BW queriesLoading a warehouse
lock-manageradded to the atlasHolds SAP locks across stateless abap2UI5 roundtrips
052: 10 Minutes from Start to Launchpadexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Data modelling
ABAP + MCP: Let AI Do Real Development in Your SAP Systemexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
ABAP development tools for Visual Studio Code: Patch 1.0.1 releasedexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent guidance
ABAP development tools for Visual Studio Code: Version 1.1 releasedexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Agent access to your systemsdescription revisedKeep the default capability wording neutral; preserve the previous wording in framing_by_ecosystem.cap. Maintainer-requested scope audit.Agent access to your systems
Agentic memory: Knowledge graph engine and recall in SAP HANA Cloudexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Database connectors
AI-native North Star architecture — Platform Layerexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Analyze and optimize ABAP Cloud model apps built on core data servicesexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Data modelling
Building agentic applications with SAP HANA Cloudexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Database connectors
Building an Attachment Upload and Download Solution Using UploadSetwithTable Controlexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Attachments
Cachingdescription revisedKeep the default capability wording neutral; preserve the previous wording in framing_by_ecosystem.cap. Maintainer-requested scope audit.Caching
Calculating IBP Technical Week "Key Figure Date" in S/4HANA Using CDS Viewexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Data modelling
Calling Claude from ABAP: How I Wired SAP AI Core into a Real Business Scenarioexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).LLM integration
Claude Code via MCP: Poor man's Joule, or a practical tool?explains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Clean code conventionsdescription revisedKeep the default capability wording neutral; preserve the previous wording in framing_by_ecosystem.abap. Maintainer-requested scope audit.Clean code conventions
Data modellingdescription, ecosystems, entry revisedMerged the duplicate ABAP capability into this one, repointed its provides edges, content explains edges and prose links, and retired abap-data-modelling. Its old pages redirect here.Data modelling
Database connectorsdescription revisedKeep the default capability wording neutral; preserve the previous wording in framing_by_ecosystem.cap. Maintainer-requested scope audit.Database connectors
Document Groundingexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Retrieval-augmented generation
From SEGW and Legacy UI5 to RAP with ARC-1explains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Generating Adobe Form Using RAP framework OData Servicesexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Data modelling
How I Use AI for Development and Why Context Mattersexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
How to Connect Claude Code to ABAP with Zero-Config MCPexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Introducing ARC-1: A Secure ADT MCP Server for Enterprise SAP Developmentexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Knowledge graph and agent memory: Build an agent that remembersexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Database connectors
Loading a warehousedescription revisedKeep the default capability wording neutral; preserve the previous wording in framing_by_ecosystem.btp. Maintainer-requested scope audit.Loading a warehouse
Maintaining table entriesdescription revisedKeep the default capability wording neutral; preserve the previous wording in framing_by_ecosystem.abap. Maintainer-requested scope audit.Maintaining table entries
OData to outcomes—Build AI-enabled SAP Fiori apps using SAP Fiori elementsexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Patterns for using LLMs in ABAP developmentexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
RAP - Native File Uploadexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Attachments
SAP's API Policy on AI Agents: What It Prohibits, Allows, and Leaves Openexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Spec first: The disciplined way to develop ABAP with agentsexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Transactional modeldescription revisedKeep the default capability wording neutral; preserve the previous wording in framing_by_ecosystem.abap. Maintainer-requested scope audit.Transactional model
Transform your configuration of SAP S/4HANA Cloud with agentic AIexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent access to your systems
Using Claude for SAP ABAP development on RFC-only / SAProuter systems (even ECC R/3)explains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent access to your code
Thu 15
open-abap-lockadded to the atlasConcurrent and cross-session locking for open-abap on PostgreSQL
open-table-maintenanceadded to the atlasTable maintenance over HTTP for a table fixed in codeMaintaining table entries
Patterns for using LLMs in ABAP developmentpublishedLars HvamLars Hvammaintains 13 entries, wrote 1 doc, contributed to 92 entries compares eight ABAP development setups: assistance in SE80 or Eclipse, virtual files and MCP over ADT, a centrally managed MCP service, sandboxes, local Git, Git with read-only system context, and temporary ABAP systems for development and CI. The overview describes where source changes, review and system access happen, including abapGitabapGitA Git client written in ABAP that runs inside the system, so objects are cloned, pulled and pushed without leaving it; with no package manager in ABAP, a cloned repository is how code is distributed.community org, abap synchronization and abaplintabaplintStatic analysis for ABAP that runs outside a system on serialised source in a repository, so ABAP checks run in a pull request and in CI before the code ever reaches a system.community org, abap checks. It is dated March 2026; its risk, cost and autonomy ratings are the writer’s assessments.Agent access to your code
sap-mcp-serveradded to the atlasReads SAP ECC and S/4HANA for an agent over Gateway OData and RFC, with a Node bridge that speaks the RFC protocol without the proprietary SAP NetWeaver RFC SDK.Agent access to your systems
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Werkbankadded to the atlasLocal desktop workspace for AI conversations with SAP connectorsAgent guidance
abap-offstack-aunitprovides revisedcapability:agent-guidance widened installs_into to the ABAP door and declared system_reach there. The README read on 2026-10-15 names four clients beside its install command and adds "and others", so the four named ones are the value and the open end is not read as a fifth. This is the only entry behind the door that states the third system_reach state, in a sentence of its own: nothing requires a provisioned SAP system. The boundary it states elsewhere, that shimmed-out classes stay an on-stack concern, is the entry's own warning and not a qualification of that value.Agent guidance
abap-skillsprovides revisedcapability:agent-guidance widened installs_into to the ABAP door. The README read on 2026-10-15 names the five clients the skills command line supports and adds "and other compatible agents", so the five named ones are the value; the README also documents separate routes for Claude Code, OpenCode and GitHub Copilot in VS Code, which name no client the sentence does not. system_reach is left out: the repository states nothing about needing a system or bringing one, and absent is not a no.Agent guidance
ADT MCP Serverdescription, provides[0] revisedSAP's launch post for the re-invented Joule for Developers points to the ADT MCP Server's available MCP tools in ADT for Eclipse and says the server drives the developer's own coding agent; it does not describe how the server is enabled in Eclipse. The Help page now reads "launches" where the quote said "starts".Agent access to your code
Agent access to your codeframing by ecosystem revisedBeside Agent access to your systems, the ABAP door read as two names for one thing. This one is about the code, development objects reached through ADT; that one is about business data and operations. The atlas maintainer's decision.Agent access to your code
Agent evalscore coverage, coverage by flavor, facets, gap revisedThe note rested on "everyone" and "nobody", which nothing here sources. The replacement says what the material read on the three doors covers and what it leaves to the project, which is checkable.Agent evals
Agent guidancecoverage by ecosystem, framing by ecosystem, facets, coverage by flavor, framing by flavor revisedskillOverflowDanKromp/skillOverflowA collection of 41 agent skills, 37 for CAP, Fiori, BTP, UI5, ABAP, Integration Suite and HANA work and four for creating, reviewing and retiring skills, each with its own eval.independent, cap entered on 2026-09-18, after this flavor was assessed, serves the UI5 door and states no flavor, so by the flavor rule it answers in all of them. Its own skill list names SAPUI5 data binding, custom controls, i18n and testing and nothing about the component library, so it is reported as a fallback rather than read as a community presence here. Saying so is what keeps core-only honest beside the options the page lists.Agent guidance
ARC-1 Skillsprovides revisedcapability:agent-guidance widened installs_into to the ABAP door and declared system_reach there. The skills README read on 2026-10-15 names each client one at a time in its manual-install table, with a directory per client, which is why each value carries its own row; the plugin routes it documents beside that are for Claude Code and Agent Plugins, and the skills command line it offers states "any agent" rather than a list. system_reach rests on the prerequisite the README already states, which the entry's own warning repeats: the server is required for every skill that touches ABAP, and the reader connects it.Agent guidance
claude-abap-devprovides revisedcapability:agent-guidance widened installs_into to the ABAP door and declared system_reach there. Both answers were already quoted on this entry: the README calls it a Claude Code plugin and names no other client, and the sentence about detecting servers by tool name is the clearest statement of the third state on this door, since the reader supplies the servers and the skills do not care what they are called. Re-read on 2026-10-15 and unchanged.Agent guidance
claude-abap-skillsprovides revisedcapability:agent-guidance widened installs_into to the ABAP door and declared system_reach there. The README read on 2026-10-15 lists Claude Code as the first prerequisite and names no other client the plugins install into, so the one value is the whole answer; the
AGENTS.md template it ships is for agents that are not Claude and is not an install route the README states. system_reach rests on the sentence the entry's own warning already turned on: there is no connector here, and the reach comes from servers the reader connects.Agent guidanceDanKromp/skillOverflowprovides revisedThe entry's own prose said the collection covers UI5 and Fiori work and the edge cited only the total count. The UI5 pass needed to know what that coverage is, because this entry states no flavor and so answers in all of a door's flavors; the two rows name the skills the fallback rests on, which is what the capability's freestyle and web-components readings now cite.Agent guidance
LLM integrationcore coverage, coverage by flavor, framing by flavor, facets revisedTwo questions the options here answer differently and the page could not show. Which models an option reaches is the first fact a reader needs, because all but one of the CAP options are clients of SAP AI Core; whether the response can be streamed decides whether a chat surface is possible at all. Both are scoped to cap: the ABAP, UI5 and BTP options were not read for them in this pass.LLM integration
rap-skillsprovides revisedcapability:agent-guidance widened installs_into to the ABAP door and declared system_reach there. The skills are cloned into a Claude Code skills directory and the README names no other client, so the one value is the whole answer. system_reach rests on the README's own sentence about VSP, which the reader downloads and configures with their own SAP credentials: the bridge is named and not supplied.Agent guidance
SAP Power for Kiroprovides, description revisedThe entry said it is packaged as a Kiro power and not how it gets there or which Kiro it needs; the README read on 2026-10-15 states both.Agent guidance
sap-basis-opsprovides revisedcapability:agent-guidance widened installs_into to the ABAP door and declared system_reach there. The README read on 2026-10-15 says the repository is a Claude Code plugin marketplace and names no other client. system_reach rests on the sentence the entry's own description already paraphrased, and it is the clearest statement of that state on this door: the shell server is the reader's to supply, and the skills carry no credentials of their own.Agent guidance
sap-mcp-serverentry revisedHanded over in a chat as one address and written from the repository's own README, read raw. Placed on the ABAP door and on agent access to your systems, the concern split out of MCP servers on 2026-10-09: it reaches into a system you run from outside, as the door's two existing providers of that capability do. The README never says ABAP, so the placement rests on the system it reaches and the protocols it names — Gateway OData services, RFC/BAPI, RFC_READ_TABLE and DDIF_FIELDINFO_GET — rather than on a development model it states. Not umbrella: it names ECC and S/4HANA and reaches them through one stack's own protocols, so a door holds it. No tool_count: the README lists its tools in a table and states no count. No flavors: nothing read states standard ABAP or ABAP Cloud. No compat.runtimes: the server is Python with an optional Node bridge, which that enum cannot say.Agent access to your systems
secondsky/sap-skillslinks, flavors, requires, provides, description revisedThe same correction as description.what_it_solves, on the edge that carries this artifact's answer to the capability, so the two do not state the repository's evidence model differently. The rewording also removes the two em dashes the prose scan reported in this field.Agent guidance
SuperClaude for SAPprovides revisedcapability:agent-guidance widened installs_into to the ABAP door and declared system_reach there. The README read on 2026-10-15 calls it a Claude Code plugin in its own subtitle and names no other client; the installation steps are documented in a separate file that was not read, which does not change the client. system_reach is the state this entry defines: the server it depends on is installed, configured and connection-tested by its own setup command, which is the fact the entry's own warning about being a stack rather than a component already rests on.Agent guidance
Werkbankecosystem revisedThe project homepage describes "A small, curated shelf of MCP servers and SAP development skills." Its own catalog spans ABAP (ARC-1 and ABAP Cloud), CAP (CAP Upgrade), and UI5 skills; the workspace is not specific to one stack. This intake follows the maintainer’s explicit request after the September source sweep passed it over for lacking a workspace capability; that concern now exists as Agent workspaces. The served views describe which users the project-owned install catalog addresses. Werkbank provides the workspace; each selected connector or skill supplies the stack-specific behavior. No SAP implementation capability is attributed to Werkbank itself.Agent guidance
Wed 14
Mastering Internal Actions in SAP RAP: Automatic Header Calculation in ABAP CloudpublishedWalks through a sales-order BDEF where an item-level determination triggers a header-only internal action by EML in local mode, so a quantity or price change recalculates the order total and applies a 10% discount above $10,000 without a UI button or external OData call reaching the logic directly. Argues for an internal action over inline determination code on reusability and separation of concerns: a determination decides when logic runs, the action decides what runs, and marking it internal keeps Fiori Elements and external OData clients from invoking it.Transactional model
Agent access to your codenormative relevance revisedThe policy's agentic provision reaches every server that calls ADT for an agent; it was stated on arc-1 alone and as unsourced prose in several boundaries.Agent access to your code
aibap.mcpdescription revisedThe README's own constraint is now its explicit SAP API Policy relation, quoted.Agent access to your code
arc-1description revisedThe licensing side is its explicit SAP API Policy relation, sourced to its README; the rest restated what any server in front of ADT is. Removed at the atlas maintainer's request on 2026-10-14.Agent access to your code
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Attachmentscoverage by ecosystem revisedThe five citations and four links to FileUploader.ts and UploadCollection.ts used the organisation the project has left, which now answers only as a redirect. Both files were opened at the new address on 2026-10-14 and carry the sentences quoted here, so every claim and every quote stands as written and only the addresses and their titles moved; the checked dates stay at the day each quote was last read in full.Attachments
LLM integrationcoverage by flavor revisedThe PromptInput page no longer carries the sentence this rested on. Read again on 2026-10-14 it states "The @ui5/webcomponents-ai package is under development and considered experimental - components' APIs are subject to change. Furthermore, the package supports Horizon themes only", with no version marker in it. The since-2.0 claim had no second source, so it goes rather than stand unsourced; the experimental state and the Horizon-only limit stay, in the words the page now uses, which are the words coverage_by_ecosystem.ui5 already quoted. The flavor's own assessment of who provides it was not redone, so assessed_at stands.LLM integration
midasol/sap-mcp-serverdescription revisedThe whole paragraph was the policy, which Agent access to your systems carries as a condition sourced to the policy.Agent access to your systems
vibing-steampunkdescription revisedThe policy is now a condition of Agent access to your code for ABAP, sourced to the policy itself.Agent access to your code
Tue 13
ABAP + MCP: Let AI Do Real Development in Your SAP Systempublishedabap-adt-mcp is an open-source MCP server that gives an AI agent full ABAP development capability over ADT: it searches, reads, edits, activates and unit-tests objects, and runs ATC checks, on a connected S/4HANA Cloud or on-premise system, acting as the signed-in developer. It runs on abap-adt-apiabap-adt-apiA JS/TS client for the ADT resources an ABAP system exposes, so a program outside the system can do against it what the maintainer calls a good share of what the Eclipse tools do.independent, abap, the same REST client Eclipse's own ADT tooling uses, and sits beside SAP's own ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap, shipped with ADT for VS Code and Eclipse under a different server key, and marianfoo's abap-docsabap-docsSAP's ABAP Keyword Documentation scraped from help.sap.com and committed as Markdown in two libraries, Standard ABAP and ABAP Cloud, with keyword and category indexes for the MCP servers and LLMs it is generated for.independent, abap, a read-only server over the ABAP Keyword Documentation and Clean ABAPClean ABAPSAP's open, versioned style guide for ABAP: the answer to how a piece of ABAP should be written, an agreement a team adopts rather than anything to install.sap official, abap. Each destination carries a policy — read-only, allowed packages, denied tables and tools — the server checks before every call, and an optional audit file logs each tool call with its outcome and policy gate.Agent access to your code
Mon 12
@mcp-abap-adt/corereleased 18.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
Agent access to your systemscore coverage, coverage by ecosystem, description revisedMaintainer requested complementary boundaries so a CAP bridge can connect system access and application MCP exposure, while implementation restrictions remain explicit. Domains, providers and task classifications are unchanged.Agent access to your systems
Sun 11
Agent-led custom code migration: From planning to mass adaptationpublishedThe Custom Code Migration Agent in SAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap, applied to moving custom code from SAP ERP Central Component to SAP Cloud ERP Private: the abstract describes a toolchain that starts with planning in SAP Cloud ALM and ends in mass remediation by the agent, with newer custom code management features shown alongside. Which findings the agent remediates, and how far it goes without a developer, the abstract does not say. A TechEd 2026 session (Tuesday 27 October, Berlin), presented by Marco Matha and Olga Dolinskaja, written here from SAP's abstract; the recording is not yet published.Agent access to your code
Agentic memory: Knowledge graph engine and recall in SAP HANA CloudpublishedThe knowledge graph engine in SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp as an agent's memory: what the engine, the graph side of graph, spatial and document dataGraph, spatial and document dataStoring and querying data that is not plain rows, such as a network of relationships, a geometry or a JSON document, in the database that already holds the rows instead of in a separate store per model. Free-text search over entities is search; similarity over embeddings is retrieval-augmented generation.SAP only, does in an agentic workflow, how an agent keeps what it learns there, the state agent toolingAgent toolingBuilding an agent into your own application — the tools it may call, the state it keeps between turns, and the framework it runs in. Distinct from MCP servers, which expose an application to somebody else's agent, and from agent guidance, which is knowledge handed to a coding agent.SAP and community, unassessed holds between turns, and the SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp integration through which the database calls LLMs and tabular foundation models such as SAP-RPT-1. The abstract names the engine, the memory role and the AI Core link and does not say how the memory is written or read. DA263 on Wednesday 28 October is a two-hour hands-on on the same engine with a different cast. A TechEd 2026 session (Tuesday 27 October, Berlin), presented by Markus FathMarkus Fathgave 3 talks, contributed to 1 entry and Shraddha Shetty, written here from SAP's abstract; the recording is not yet published.Database connectors
Analyze and optimize ABAP Cloud model apps built on core data servicespublishedPerformance anti-patterns in data models built with ABAP CDSABAP CDSThe modelling layer of ABAP Cloud — view entities, projections and annotations defined above database tables, delivered with the platform rather than installed.sap official, abap under ABAP Cloud applications, and the tools that find them: the abstract names ABAP cross trace, the SQL analyzer (PlanViz) in Visual Studio Code and the SAP HANASAP HANASAP’s relational database platform, which stores application data and executes SQL and SQLScript in the database, available on-premise and as the managed service SAP HANA Cloud.sap official, btp database explorer as what the session uses to follow a bottleneck from the application to the database. The anti-patterns are taken from real business applications, which is where the data modellingData modellingDefining the shape of data before anything serves it: entities and their types, how they relate, and the projections and views that services and applications consume.SAP and community, unassessed edge holds; which ones are shown is not in the abstract. A TechEd 2026 session (Tuesday 27 October, Berlin), presented by Ingo Braeuninger, Robert Werlich, Steffen Siegmund and Thomas Fiedler, written here from SAP's abstract; the recording is not yet published.Data modelling
Behind the Autonomous Enterprise: SAP Knowledge Graph and SAP Domain ModelspublishedThe strategy behind SAP Business AI's intelligence layer: SAP Knowledge Graph for enterprise context, SAP Domain Models for SAP-specific expertise and tabular AI for predictions, unified on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp with SAP Document AISAP Document AIExtracts header fields and line items from invoices, payment advices, purchase orders and custom document types, as structured data over a REST API — the extraction is the service's, the schema can be yours.sap official, btp. Knowledge Graph and Domain Models are not atlas entries, so the edges rest on the two products the abstract names as the infrastructure and on Predictive modelsPredictive modelsTraining, deploying and calling a model that predicts a value from tabular business data: a classification, a regression, a forecast. Distinct from LLM integration, where a language model generates text, even where both run on the same service.SAP only for the tabular AI; nothing is stated about what any of them does in the layer. A TechEd 2026 session (Tuesday 27 October, Berlin; also ST103V, virtual), presented by Jan Portisch and Richard Grandpierre, written here from SAP's abstract; the recording is not yet published.LLM integration
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Build AI agents and applications natively on SAP HANA CloudpublishedSAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp as the base for agentic applications on SAP Business AI Platform: the session goes through CAP, the SAP HANA Cloud vector engine and SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, with architecture patterns and lessons learned from building AI-supported applications. SAP's abstract names the three parts of that stack and the vector engine as the database's feature in it, and describes none of the patterns. A TechEd 2026 session (Wednesday 28 October, Berlin; also DA113V, virtual), presented by Christoph Morgen and Shraddha Shetty, written here from SAP's abstract; the recording is not yet published.Database connectors
Build business differentiation with SAP AI CorepublishedSAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp as the orchestration layer for enterprise AI, worked through with SAP's engineers: extend Joule Agents with models from its library, ground them in SAP Business Data CloudSAP Business Data CloudSAP's umbrella over the data estate: installed intelligent content and data products, a governed catalog they are published through, and a path out to SAP Databricks.sap official, btp products, embed them in SAP S/4HANA flows, then govern, scale and monitor them from prototype to production. The abstract says what the layer does for an agent and not which services carry each step. A TechEd 2026 session (Tuesday 27 October, Berlin), presented by David KnaackDavid Knaackgave 1 talk, contributed to 13 entries, Franziska Dobrigkeit, Hadi Hares and Jonas Israel, written here from SAP's abstract; the recording is not yet published.LLM integration
Building agentic applications with SAP HANA CloudpublishedA CAP application extended with semantic search and agent features on top of SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp's vector engine and SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, built in a hands-on workshop. The abstract names the parts, CAP, the vector engine and AI Core, and the two additions: semantic search, the retrieval half of retrieval-augmented generationRetrieval-augmented generationGrounding a model's answer in data retrieved at question time: text split into chunks, each chunk embedded as a vector, and the chunks nearest to the question placed into the prompt. Semantic search is the same retrieval with a person reading the matches, and fine-tuning changes the model's weights, not its input.SAP and community, unassessed, and LLM-supported agent capabilities inside the application, which is agent toolingAgent toolingBuilding an agent into your own application — the tools it may call, the state it keeps between turns, and the framework it runs in. Distinct from MCP servers, which expose an application to somebody else's agent, and from agent guidance, which is knowledge handed to a coding agent.SAP and community, unassessed. Which embedding model, which CAP runtime and how the agent calls its tools are not stated. A TechEd 2026 session (Thursday 29 October, Berlin), presented by Hui Li, Ritty Joseph, Shraddha Shetty and Tanuja Jadhav, written here from SAP's abstract; the recording is not yet published.Database connectors
Enriching AI models with SAP AI Core in SAP Business Data CloudpublishedThe integration between SAP Business Data CloudSAP Business Data CloudSAP's umbrella over the data estate: installed intelligent content and data products, a governed catalog they are published through, and a path out to SAP Databricks.sap official, btp and SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, through which data products with their semantics feed AI models for benchmarking, custom AI development and agentic analytics and applications. The abstract names the two products and the three uses and states nothing about how the data reaches AI Core or what the integration consists of. A TechEd 2026 session (Tuesday 27 October, Berlin), presented by San Tran and Sandy Tran, written here from SAP's abstract; the recording is not yet published.LLM integration
Joule and SAP Knowledge Graph: Context-aware AI across SAP solutionspublishedThe catalogue carries RA107's abstract under this title, and what it describes is SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp as the management and orchestration layer of an AI architecture: extending Joule Agents in SAP JouleSAP JouleSAP's unified AI engagement layer across SAP applications: Joule Work is where a user expresses intent, Joule Assistants coordinate agents across business functions, and Joule Agents carry out the tasks, provisioned on BTP as a formation against SAP Cloud Identity Services.sap official, btp, the model library in Joule Studio for contextual reasoning, connecting data products from SAP Business Data CloudSAP Business Data CloudSAP's umbrella over the data estate: installed intelligent content and data products, a governed catalog they are published through, and a path out to SAP Databricks.sap official, btp, and embedding AI in SAP S/4HANA. The SAP Knowledge Graph the title names does not appear in that text, so the edges rest on the abstract as published, and whether the session follows the title or the abstract is not known until it is recorded. A TechEd 2026 session (Wednesday 28 October, Berlin; also RA110V, virtual), presented by Jan Portisch and Pavithra G K, written here from SAP's abstract; the recording is not yet published.LLM integration
Knowledge graph and agent memory: Build an agent that rememberspublishedThe knowledge graph engine in SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp as an agent's memory: what the engine, the graph side of graph, spatial and document dataGraph, spatial and document dataStoring and querying data that is not plain rows, such as a network of relationships, a geometry or a JSON document, in the database that already holds the rows instead of in a separate store per model. Free-text search over entities is search; similarity over embeddings is retrieval-augmented generation.SAP only, does in an agentic workflow, how an agent keeps what it learns there, the state agent toolingAgent toolingBuilding an agent into your own application — the tools it may call, the state it keeps between turns, and the framework it runs in. Distinct from MCP servers, which expose an application to somebody else's agent, and from agent guidance, which is knowledge handed to a coding agent.SAP and community, unassessed holds between turns, and the SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp integration through which the database calls LLMs and tabular foundation models such as SAP-RPT-1. The abstract names the engine, the memory role and the AI Core link and does not say how the memory is written or read. DA205 on Tuesday 27 October is the 45-minute talk on the same engine, with a near-identical abstract and a different cast. A two-hour hands-on TechEd 2026 session (Wednesday 28 October, Berlin), presented by Christoph Morgen, Jan Zwickel, Markus FathMarkus Fathgave 3 talks, contributed to 1 entry and Thomas HammerThomas Hammergave 5 talks, contributed to 1 entry, written here from SAP's abstract; the recording is not yet published.Database connectors
Level up app development: ABAP Cloud model innovations and Joule solutionpublishedThe ABAP RESTful application programming model, in SAP's abstract, generates multi-node business objects and adds event-driven side effects, collaborative draft, background processing and analytical tables, with the SAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap add-on used to speed development up. The generated business objects are the transactional modelTransactional modelHow a business object's behaviour is defined and who owns the transaction — the choice that shapes everything downstream in an application.SAP and community, unassessed concern; the abstract names each feature and says nothing about how it is used. A TechEd 2026 session (Thursday 29 October, Berlin), presented by Anne Keller, Carine Tchoutouo DjomoCarine Tchoutouo Djomogave 1 talk, contributed to 17 entries, Frank Jentsch and Marina Blank, written here from SAP's abstract; the recording is not yet published.Agent access to your code
Migrate and modernize your custom code using RISE with SAP and agentic AIpublishedThe Custom Code Migration Agent in SAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap, shown on the RISE with SAP path that moves custom extensions from SAP ERP Central Component to SAP Cloud ERP Private: the abstract says the agent adapts the code through MCP tools and the AI for ABAP features in the custom code tools, and that the adapted code is then reworked along the clean core approach, the concern ABAP Cloud readinessABAP Cloud readinessWhether code can run in ABAP Cloud — released APIs only, no direct table access, no obsolete statements — and what to do with the code that cannot.SAP and community, unassessed covers. Which MCP tools, and what the clean core step changes in the code, the abstract leaves open. A TechEd 2026 session (Tuesday 27 October, Berlin), presented by Hitesh Bindal, Ingo Braeuninger, Jonas Helin of GitHub, Olga Dolinskaja and Thomas Fiedler, written here from SAP's abstract; the recording is not yet published.Agent access to your code
OData to outcomes—Build AI-enabled SAP Fiori apps using SAP Fiori elementspublishedA Fiori elements app built through SAP's MCP servers: the OData V4 service comes from the MCP server for RAP, which the atlas holds as the ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap, or from @cap-js/mcp-server@cap-js/mcp-serverSAP's MCP server for CAP development, run as cds-mcp: search_model searches the project's compiled CDS model, search_docs searches the CAP documentation indexed as embeddings on the developer's own machine.sap official, cap for CAP, and the UI from @sap-ux/fiori-mcp-server@sap-ux/fiori-mcp-serverSAP's Fiori MCP server, run as fiori-mcp, letting a coding assistant create and edit Fiori applications directly rather than describing the steps.sap official, ui5, with annotations and actions added before the app is tied to SAP's AI features. Agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed on both the service and the UI side; SAP's abstract names the servers and the steps and says nothing about which AI features or which agent host. A TechEd 2026 session (Thursday 29 October, Berlin), presented by Benedikt Schoelch, Sebastian Steinhauer, Sebastian Werner and Stefan EngelhardtStefan Engelhardtgave 1 talk, contributed to 5 entries, written here from SAP's abstract; the recording is not yet published.Agent access to your code
SAP AI Core deep dive: Models, agents, and business context at scalepublishedSAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp read as the management and orchestration layer of an AI architecture, beyond the model runtime: SAP's abstract lists extending Joule Agents, the model library in Joule Studio for contextual reasoning, connecting data products from SAP Business Data CloudSAP Business Data CloudSAP's umbrella over the data estate: installed intelligent content and data products, a governed catalog they are published through, and a path out to SAP Databricks.sap official, btp, and embedding AI in SAP S/4HANA. It names the connections and not the APIs behind them. A TechEd 2026 session (Tuesday 27 October, Berlin; also RA107V, virtual), presented by Franziska Dobrigkeit and Hadi Hares, written here from SAP's abstract; the recording is not yet published.LLM integration
SAP Joule for Consultants: Unified knowledge for requirements and designspublishedFit-to-standard analysis as a consultant on a cloud transformation project: connecting an organisation's data to SAP Joule for Consultants through SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, getting answers from SAP knowledge and that content, then building an expert, loading project files and running guided prompts. The edges are to SAP JouleSAP JouleSAP's unified AI engagement layer across SAP applications: Joule Work is where a user expresses intent, Joule Assistants coordinate agents across business functions, and Joule Agents carry out the tasks, provisioned on BTP as a formation against SAP Cloud Identity Services.sap official, btp, of which Joule for Consultants is a part, and to SAP AI Core, named as the connection path; how the data is grounded is left to the session. A TechEd 2026 hands-on session (Wednesday 28 October, Berlin), presented by Anantharaman Ravi, Natalie Han, Sachin Kaura and Yi Hsuan Lin, written here from SAP's abstract; the recording is not yet published.LLM integration
SAP-RPT and TabPFN: Get started with tabular foundation modelspublishedTabular foundation models, SAP-RPT and TabPFN, in a hands-on with SAP and Prior Labs: the model families first, then predictions run through SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp with a workflow built on tabular orchestration and connected to the participant's own data for real-time predictions. A predictive modelsPredictive modelsTraining, deploying and calling a model that predicts a value from tabular business data: a classification, a regression, a forecast. Distinct from LLM integration, where a language model generates text, even where both run on the same service.SAP only session with the models as the subject; the abstract does not name the SDK or API the workflow is built with. A TechEd 2026 hands-on session (Thursday 29 October, Berlin), presented by Eliott Kalfon, Janick Zaehringer-Frasch, Johannes Hoehne, Katharina Schell, Nilay Mehta and Sherene Tan, written here from SAP's abstract; no recording is announced.LLM integration
Ship your own sandboxed AI operations agent to Kyma in two hourspublishedAn operations agent built and then broken on purpose: the abstract has participants deploy a reasoning agent to SAP BTP, Kyma runtimeSAP BTP, Kyma runtimeA fully managed Kubernetes runtime on SAP BTP, based on the open-source project Kyma, where extensions to SAP solutions run as containerised microservices and serverless Functions.sap official, btp, connect it to SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, give it observability over the runtime and cause a failure for it to diagnose, the operations automationOperations automationActing on a running landscape without someone at the console: an alert routed to where a person or a system will pick it up, and a command that troubleshoots or remediates when it arrives. Logging, telemetry and health checks observe; this acts on what they report. Running an application's own recurring work is job scheduling.SAP only concern with an agent doing the diagnosis. Patterns for cost control and monitoring are promised at the end; the agent framework and how the sandbox is drawn are not named. A TechEd 2026 session (Tuesday 27 October, Berlin, two hours), presented by Christian LechnerChristian Lechnergave 2 talks, contributed to 12 entries, Piotr Tesny, Thorsten SandfuchsThorsten Sandfuchsgave 3 talks, contributed to 3 entries and Vipin VijayKumar, written here from SAP's abstract; the recording is not yet published.LLM integration
Spec first: The disciplined way to develop ABAP with agentspublishedSpec-driven ABAP development with a new AWS Toolkit for Eclipse plug-in powered by Kiro, in SAP's words, working inside ABAP Development Tools for EclipseABAP Development Tools for EclipseSAP's Eclipse plugins for ABAP: source, dictionary and CDS editors, Project Explorer, Outline and ABAP Unit, calling ADT resources on the connected system.sap official, abap: SAP's abstract says it reads the codebase, helps with new features, explains legacy code, refactors and generates tests, for S/4HANA modernisation or a new business feature. It answers agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed from inside Eclipse; the plug-in itself is not yet in the atlas, and the abstract does not say how it reaches the ABAP system. A TechEd 2026 session (Tuesday 27 October, Berlin), presented by Jon FriesenJon Friesengave 1 talk, contributed to 1 entry and Stephan Kremer, written here from SAP's abstract; the recording is not yet published.Agent access to your code
Strategy for agent-led development in ABAPpublishedSAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap moving ABAP development in ADT from AI-assisted to agent-led, across greenfield work and the migration and modernisation of existing solutions: SAP's strategy session for its ABAP AI add-on. The abstract states the direction and names no feature or release date. A TechEd 2026 session (Tuesday 27 October, Berlin; also ST124V, virtual), presented by Alexander Rother and Sonja Lienard, written here from SAP's abstract; the recording is not yet published.Agent access to your code
Transform your configuration of SAP S/4HANA Cloud with agentic AIpublishedThe Configuration Assistant for SAP Cloud ERP, hands-on: an agent that validates insights from an organisation's data and maps toward a target business configuration, under the heading of agentic data management, with data preparation, transparency and governance as the stated aims. The atlas holds no entry for the Configuration Assistant and no concern for business configuration of an ERP, so the edge is to Agent access to your systemsAgent access to your systemsGiving an AI agent access to the business data, configuration or operations of systems you run through an MCP server. Serving your application over MCP exposes your own service contract; system access reaches the systems behind it, and one implementation may do both. Development assistance belongs to agent access to your code.SAP and community, narrow by design, the nearest concern, an agent working on a system's data and configuration; the abstract's configuration is not the per-environment application settings the atlas files under that word. The abstract is the same text as TM100 and states aims and no exercise detail. A TechEd 2026 hands-on session (Thursday 29 October, Berlin), presented by Felix Peter, Joerg Rupprecht, Joerg Singler and Simone Mundt, written here from SAP's abstract; the recording is not yet published.Agent access to your systems
Sat 10
How to mass upload from a spreadsheet file into an SAP Fiori app in SAP BTP ABAP Environment Part 1publishedPart 1 of a three-part series on mass-uploading records from a spreadsheet into a RAP business object in the SAP BTP ABAP environmentSAP BTP ABAP environmentSAP's ABAP runtime on BTP: ABAP systems developed in the ABAP Cloud model on SAP HANA Cloud, for cloud apps, OData services and side-by-side extensions of SAP S/4HANA.sap official, btp, using the XCO XLSX module to parse an uploaded Excel file without any open-source library. It reads a named worksheet by its column-and-row coordinates into an internal table through the row-stream operation, then creates or updates records with the EML
MODIFY ENTITIES statement, and reserves the Fiori elements custom-action wiring and the download/template generation for Parts 2 and 3.Importing and exporting table dataFri 9
abap-offstack-aunitentry revisedIn the SAP AI Skills Library registry snapshot since the baseline of 2026-09-18 and never drafted; the registry record for skills/abap-offstack-aunit changed before the 2026-10-09 check, so it enters as a new entry rather than a revision. Written from the repository's own README; hard rule 7: skills are indexed, never authored here. The registry's skillspector scan is its own dated claim and is not carried as a field.Agent guidance
abap-skillsentry revisedA repository the SAP AI Skills Library collection cache carries as processedBy baseline-2026-09-18 and that was never drafted into the atlas, so the changed registry record of 2026-10-09 is the first occasion to enter it; first_seen keeps the baseline date and no revises flag applies, since there is no published entry to revise. Written from the repository's README, its SKILLS_INDEX.md, the skills directory listing and the abap-cloud SKILL.md; hard rule 7: skills are indexed, never authored here.Agent guidance
Agent access to your systemsentry revisedSplit out of MCP servers at the maintainer's decision. That capability named a protocol and carried two concerns: exposing what you built to agents, which stays there under a name that says so, and giving agents a way into an SAP system you run, which is this one. Thirty providers moved with their own sentences; the Commerce and SuccessFactors slots moved with them. Named beside agent access to your code, its development-time sibling.Agent access to your systems
Agent guidanceecosystems revisedSAP Commerce opened as a product door (docs/concepts/product-doors.md, ADR-0033) and sap-commerce-skillsap-commerce-skillAn agent skill for SAP Commerce Cloud 2211-jdk21.1 and later: 21 reference guides, 58 code templates and three shell scripts, installed through the skills CLI.independent, commerce entered behind it with no tile to sit under. Packaged knowledge for the Commerce type system, service layer, ImpEx and OCC API is the same concern the node already holds on four doors, so the key was added rather than the capability forked.Agent guidance
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AI-native North Star architecture — Platform Layerparts revisedFilled from SAP's own pages at the maintainer's request (docs/concepts/product-doors.md was the occasion; the AI-native door reads these designs). Every part names what the graph holds; what it lacks is listed as candidates in the curation note.Agent tooling
btp-sap-odata-to-mcp-serverprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
midasol/sap-mcp-serverprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
odata_mcpprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
odata_mcp_goprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
pyrfc-mcpprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
sap-security-mcpprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
sapskillsentry revisedIn the SAP AI Skills Library registry snapshot since the baseline of 2026-09-18 and never drafted; the registry record for skills/clean-abap changed before the 2026-10-09 check, so it enters as a new entry rather than a revision. Represented once at repository level, as skillOverflowDanKromp/skillOverflowA collection of 41 agent skills, 37 for CAP, Fiori, BTP, UI5, ABAP, Integration Suite and HANA work and four for creating, reviewing and retiring skills, each with its own eval.independent, cap is: the registry registers one skill, clean-abap, while the repository documents and installs three, so the repository's count is used for the entry and both remain in the crawl record. Written from the repository's own README; hard rule 7: skills are indexed, never authored here.Agent guidance
Tue 6
claude-abap-devadded to the atlasFive ABAP workflows for Claude Code on existing MCP serversAgent guidance
claude-abap-deventry revisedHanded over as a URL in a chat session and written from the repository's own README. Hard rule 7: skills are indexed, never authored here, and the guardrails are reported as the maintainer states them rather than as anything the atlas has run. when_not_to_use and to_build_on_it are left for an editor.Agent guidance
sap-ai-dev-toolkitdescription, provides, requires, connects, type properties revisedRe-read against the README, tools.md and inventory.md at 0.9.3, published the same day; the entry was written on 2026-10-01 against 0.7.9, and npm records 41 releases in the eleven days since 0.2.5. Three cited sentences no longer exist in the source: the feature row now reads "Discover BAS destinations or local SAP GUI systems", the architecture flow now names "VSP + configured route (BAS, CF, or local SAP GUI)", and the row quoted for authentication ("No credentials in
mcp.json") has become "Credential-aware setup", which states the BAS and local halves separately. So Business Application Studio is now a conditional requirement rather than an unconditional one, and the single destination authentication mode is joined by the local ones the README documents. The fourteen facets, the curated ADT surface and every other guardrail quote were re-verified unchanged.Agent access to your codeMon 5
@mcp-abap-adt/corereleased 17.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
fr0ster/mcp-abap-adtreleased 17.0.0Setups against a system with a self-signed or company-CA certificate that worked without any TLS setting.Agent access to your code
Sun 4
arc-1-bopf-enhadded to the atlasarc-1 extension for reading and maintaining BOPF enhancementsAgent access to your code
arc-1-extension-sampleadded to the atlasSample arc-1 extension in TypeScript with ten custom tools
BEHAVIOR_ILLEGAL_STATEMENT dump | Technical workaroundspublishedThe BEHAVIOR_ILLEGAL_STATEMENT dump fires in SAP RAP when an explicit COMMIT WORK or ROLLBACK WORK, or a direct database write, collides with RAP's own transactional modelTransactional modelHow a business object's behaviour is defined and who owns the transaction — the choice that shapes everything downstream in an application.SAP and community, unassessed: a Logical Unit of Work split into an interaction phase, where changes sit in a transactional buffer, and a save sequence that validates and persists them. The post then names four ways to move the offending statement into a separate task instead — the Background Processing Framework, parallel processing, Application Jobs, or, on-premise only, a wrapper RFC function module called with DESTINATION 'NONE' — pointing to further reading for each rather than working through any of them here.Transactional model
BO Interface APIs : An alternative to BAPIs and traditional FMspublishedWalks through updating an S/4HANA Purchase Order's line items through a released BO interface instead of a BAPI, using EML against the underlying CDS entity and a COMMIT ENTITIES statement because the call sits outside a behavior class. Argues the BO interface route avoids a RAP behavior class's restriction against calling COMMIT WORK directly, and covers finding a released interface's CRUD operations on api.sap.com and extending the same approach to a custom field or a custom RAP-based Fiori app's own BO.Transactional model
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ZARC1_EXTENSION_FORMSadded to the atlasarc-1 extension for SAPscript and Smart Forms objectsAgent access to your code
arc-1description revisedRe-read against the README, the npm registry record, the extensions page and the release notes on 2026-10-04, with arc-1 at 1.5.0 published 2026-10-02. Every claim the entry already carried still holds word for word, so the checked dates move and the text does not, except where the documentation says something the entry did not. Two such things:
Custom_* tools an operator registers without forking, which the corpus already recorded on claude-sap-kitclaude-sap-kitA Claude Code plugin of three skills that extends arc-1 with five Custom_* tools for an on-premise ABAP system: running a report and reading its ALV as JSON, previewing a NAST message as PDF, and reading, writing and replacing SmartForms as XML.independent, abap and not on the server those tools run in, and one agent plugin that installs the server together with ARC-1 SkillsARC-1 SkillsTwenty-two SKILL.md files shipped in arc-1's own skills/ directory for RAP scaffolding, unit test generation, clean-core audits and migration paths, loaded on demand by description and namespaced /arc-1:<skill> when installed through the Claude Code plugin.independent, abap. The seven guardrails added were stated when the entry was written and left out of it; they are quoted, not counted. The run_code facet stays absent: the extensions page gates class and report execution behind two flags and a plugin the operator writes, which is not the server stating that it runs code.Agent access to your codearc-1-bopf-enhentry revisedEntered by intake from the repository README after the admin had routed the URL to a refresh of arc-1, which reported it as a candidate of its own. Written from the README and the repository description.Agent access to your code
arc-1-extension-sampleentry revisedEntered by intake from the README, found through ARC-1's extensions page, which links it as the worked sample.
ZARC1_EXTENSION_FORMSentry revisedEntered by intake from the repository README and description.Agent access to your code
Sat 3
A simple example of a SAP RAP Application based on Legacy API without UUID keyspublishedWalks through building a managed RAP business object over the Flight Reference Scenario's Travel and Booking entities with unmanaged save and late numbering, so CRUD operations route through the legacy /DMO/FLIGHT_TRAVEL_CREATE, _UPDATE and _DELETE function modules instead of generated persistence, a worked case of ABAP's transactional modelTransactional modelHow a business object's behaviour is defined and who owns the transaction — the choice that shapes everything downstream in an application.SAP and community, unassessed. Covers the ADJUST_NUMBERS and SAVE_MODIFIED saver methods that map preliminary draft keys to the legacy-assigned travel and booking IDs, and a GetDefaultsForBookings action that proposes the next booking ID during draft handlingDraft handlingLetting a user edit a record over several requests before it becomes real — saving unfinished changes, locking, and activating a completed draft.SAP and community, narrow by design.Transactional model
Maherd18/sap-mcp-serveradded to the atlasPolicy-checked MCP server for ABAP development over ADTAgent access to your code
@mcp-abap-adt/corereleased 16.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
fr0ster/mcp-abap-adtreleased 16.0.0Descriptions of five authentication methods including client certificates and Kerberos, and setups that rely on a
.env in the directory the server starts in.Agent access to your codeShow 1 more
Maherd18/sap-mcp-serverentry revisedHanded over as a URL. Behind the ABAP door because the objects it reads and changes are ABAP ones in a system reached over ADT. Two edges: agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed for the eight tools over ADT, with
create_objects entered as false because the README states that choice rather than leaving it out, and tool governanceTool governanceControlling what an agent may call, with which authorisations, and leaving an audit trail of what it did. The authorisation question that MCP exposure raises but does not answer.SAP and community, unassessed for the policy file, the allow-lists, the read-only switch, the approval and separation-of-duties rules, the dry-run mode and the audit log, which the README's own opening makes the point of the server. MCP serversServe your application over MCPExposing selected application data and business operations to an AI agent through the Model Context Protocol. An application may also integrate remote services through service integration, connecting its exposed contract with agent access to your systems. Development assistance belongs to agent access to your code.SAP and community, narrow by design was considered and left off: that capability is a protocol adapter on a running application service, and this one helps somebody write code, which its own description sends here. No flavor is stated, since the README names no ABAP release or cloud edition; tool_count is left out because the README names no number, and the eight in the prose is a count of its own Tools table. The second tool governanceTool governanceControlling what an agent may call, with which authorisations, and leaving an audit trail of what it did. The authorisation question that MCP exposure raises but does not answer.SAP and community, unassessed provider on the ABAP door, where the reading was community-only with one; the coverage note is left to revisit by hand.Agent access to your codeFri 2
Beyond READ_TEXT: Decoding SAPscript Long Texts (STXL) with SQLScript in CDS/AMDPpublishedSTXL stores a SAPscript long text as a compressed ABAP cluster container — LZ77 plus canonical Huffman — so the only official reads are READ_TEXT, one call per text, and its mass variant READ_TEXT_TABLE, both of which ship every decompressed line to the application server and stay invisible to ABAP CDSABAP CDSThe modelling layer of ABAP Cloud — view entities, projections and annotations defined above database tables, delivered with the platform rather than installed.sap official, abap. The author reverse-engineered that on-disk format and ported the decoder into SQLScript, wrapped in an AMDP procedure and exposed through CDS table functions, turning long texts into a joinable, filterable column read directly in the database. On ABAP 7.56 a table function needs the driver-and-filter pattern shown because a parameter cannot bind to a calling column; on ABAP 7.58/S/4HANA 2023 the same result becomes a parameter-less CDS scalar function with true filter push-down.Data modelling
Thu 1
abaprapunmanagedadded to the atlasPractice repository for the unmanaged RAP scenario
abaprapunmanagedsaveadded to the atlasPractice repository for managed RAP with unmanaged save
sap-ai-dev-toolkitadded to the atlasMCP proxy pinning an agent's ABAP tools to one SAP systemAgent access to your code
Bellasources, interfaces revisedThe entry recorded the MCP connection Bella opens to ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap and not the one it answers: on the two subscription routes Bella starts a CLI with its built-in tools switched off and hands it the
adt_* tools over an MCP server of its own. The README states the server, the address and the token in both of those sections. An interface is a fact about the node and belongs on the thing that offers it (docs/concepts/design-roles-and-interfaces.md §3), so it is entered here rather than left to be read off the CLI's side.Agent access to your codeShow 1 more
sap-ai-dev-toolkitentry revisedDrafted from the repository's own README and LICENSE after the URL was handed over directly. Typed as an MCP server because what it gives an agent is a generated stdio entry per BAS destination; the setup command and the HANA inspector ship in the same package.Agent access to your code
Wed 30
Bellaadded to the atlasEclipse plugin bringing Claude into ABAP Development ToolsAgent access to your code
@mcp-abap-adt/corereleased 15.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
fr0ster/mcp-abap-adtreleased 15.0.0Instructions that start a test run with
CreateUnitTest and poll GetUnitTestStatus.Agent access to your codeBellaentry revisedHanded over as a repository URL in an intake request. It is the first entry on the ABAP door that puts the assistant inside the ADT editor rather than in front of ADT as a separate server, and its README compares its own tools with those of ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap, which the graph already holds.Agent access to your code
Tue 29
ABAP Statistical Toolsadded to the atlasABAP class for descriptive statistics over an internal tableStatistical analysis
pyrfc-mcpadded to the atlasMCP server calling RFC-enabled function modules behind an allowlistAgent access to your systems
pyrfc-mcpentry revisedHanded over as a URL. Filed behind the ABAP door because the system it reaches is an ABAP one and the reader who points it at theirs is working on that system, which is the opposite case from open-rfcopen-rfcAn SDK-free TypeScript and JavaScript client for SAP classic synchronous RFC on Node.js, with no native addon and no runtime dependencies, that works as a drop-in under @sap/cds-rfc through an npm override.independent, cap, a client an ABAP developer would never install. Three edges: MCP serversServe your application over MCPExposing selected application data and business operations to an AI agent through the Model Context Protocol. An application may also integrate remote services through service integration, connecting its exposed contract with agent access to your systems. Development assistance belongs to agent access to your code.SAP and community, narrow by design for the tool surface over function modules, agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed for
read_abap_source alone, and tool governanceTool governanceControlling what an agent may call, with which authorisations, and leaving an audit trail of what it did. The authorisation question that MCP exposure raises but does not answer.SAP and community, unassessed for the allowlists, the table guard, the result limits and the audit log, which the README states as the point of the server rather than as a footnote. RFC connectivityRFC connectivityCalling ABAP function modules from outside the system over RFC, with destinations and connection pooling handled rather than hand-wired on the calling side.SAP and community, narrow by design was considered and left off: the RFC client here is PyRFCPyRFCSAP's Python bindings over the SAP NetWeaver RFC SDK. For the things here it is what a Python program calls ABAP function modules through, and it carries the SDK's own prerequisite with it., so nobody installs this to call a function module from their own code. No flavor is stated, since the README names no ABAP release or cloud edition, and auth and tool_count are left out because the README names neither a mechanism nor a number.Agent access to your systemsMon 28
claude-sap-kitadded to the atlasClaude Code plugin adding Custom_* tools to arc-1Agent access to your code
@mcp-abap-adt/corereleased 13.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
@mcp-abap-adt/corereleased 14.0.0ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
claude-sap-kitentry revisedHanded over as a URL. Typed
skill rather than mcp-server or package: what a reader installs is a Claude Code plugin of three SKILL.md directories, and the tool surface it brings belongs to arc-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap, which serves MCP — one artifact_type per entry (hard rule 9), the same shape ARC-1 SkillsARC-1 SkillsTwenty-two SKILL.md files shipped in arc-1's own skills/ directory for RAP scaffolding, unit test generation, clean-core audits and migration paths, loaded on demand by description and namespaced /arc-1:<skill> when installed through the Claude Code plugin.independent, abap takes beside that server. It answers agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed through the five Custom_* tools and agent guidanceAgent guidancePackaged knowledge you hand a coding agent so it gets a framework right unprompted — skills, rule files, instruction packs. Distinct from agent tooling, which is about building agentic features into your application, and from agent access to your code, where the agent reads the real project instead of being handed a file about it.SAP and community, core adopted it through the three skills, and states the standard-abap flavor by its requirements, which rule out the two public-cloud ABAP targets by name.Agent access to your codeSun 27
Generating Adobe Form Using RAP framework OData ServicespublishedModels a RAP root view entity and consumption view over a custom sales-order table, built with ABAP CDSABAP CDSThe modelling layer of ABAP Cloud — view entities, projections and annotations defined above database tables, delivered with the platform rather than installed.sap official, abap, and exposes it through a service definition and an OData V2 UI service binding. A separate SEGW project implements GET_STREAM to call an Adobe Form driver class and stream the rendered PDF back as the response, with a computed link field added to the CDS view so the UI can open it. The PDF is generated in the backend and returned to the calling program rather than sent straight to a printer.Data modelling
ADT MCP Serverpart of, description revisedThe server is a preference inside the extension, and the connection to an ABAP system is the extension's, stated on its own entry with the protocols SAP's marketplace page names (docs/concepts/design-roles-and-interfaces.md, P3); a part points up at its whole and enters the fact once.Agent access to your code
arc-1connects, requires, description revisedThe connection is what the README states the server fronts (docs/concepts/design-roles-and-interfaces.md, P1), and it attaches the system's entry. The two BTP connections are stated under the README's Cloud Foundry deployment heading, so they carry that condition; the Destination service's sentence states identity forwarding and no data flow, and the ABAP environment's sentence names no protocol. The README's credits table names abaplint as what the linter uses. Two older defects go with it: a nested link that rendered its outer bracket as text, and abap-adt-api named in the same quoted sentence as the other two inspirations and carried by no edge.Agent access to your code
Attachmentscore coverage revisedThe paragraph opened with SAP's packages and never said that the runtime serves a @Core.MediaType element with nothing installed. capire's Serving Media Data page is that built-in layer, cited by pagination-and-streaming and not here. Two deliveries, said apart (docs/concepts/sap-ships-and-documents.md).Attachments
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Data modellingcore coverage revisedcapire audit 2026-09-27, judgement pages read once more: the service definition page and the Node.js reflection API were cited nowhere; the Java reflection API already was.Data modelling
Database connectorscore coverage revisedcapire audit 2026-09-27, link-only pass: a page this capability owns was cited nowhere.Database connectors
Documentationcore coverage revisedPackage pass 2026-09-27: the capability had no paragraph and no source at all.Documentation
fr0ster/mcp-abap-adtconnects, description, provides[0], lineage revisedThe README's acknowledgment names the project it started from; the graph holds it, and the edge is the maintainer's own sentence.Agent access to your code
Retrieval-augmented generationcore coverage revisedcapire audit 2026-09-27, link-only pages read a fourth time: vector embeddings are one of the three things SAP frames as CAP's native AI support, in the one sentence the section's index says of its own.Retrieval-augmented generation
vibing-steampunkconnects revisedThe connection is what the README states the server fronts (docs/concepts/design-roles-and-interfaces.md, P3): the sentence each ABAP server carries and nobody had entered, which the tool role of the ABAP pilot reads as the arrow from the server to the system.Agent access to your code
Fri 25
abap-docsadded to the atlasABAP Keyword Documentation as Markdown with indexes
LLM-Benchmark-ABAP-Code-Generationadded to the atlasBenchmark of LLM ABAP code generation against a real SAP systemAgent evals
local-llm-client-for-sap-consultants-librechatadded to the atlasLibreChat fork with four SAP MCP servers preconfigured
abap-docsentry revisedEntered as the repository behind two sentences the corpus already rests on. capability:documentation's abap framing says "The ABAP keyword documentation, the cheat sheets and the RAP tutorials are public repositories", and for the keyword documentation the public repository is this one, not SAP's: mcp-sap-docs carries it as the
abap-docs submodule (https://github.com/marianfoo/abap-docs.git in .gitmodules), which is where its abap-docs-standard and abap-docs-cloud offline sources come from. doc-source rather than a provider, because that same capability's abap note states publishing a corpus is not answering the concern. identity.license is the license field of package.json; the GitHub API reports no licence for the repository, which is the second sentence of when_not_to_use.Show 1 more
Agent evalsecosystems revisedLLM-Benchmark-ABAP-Code-GenerationLLM-Benchmark-ABAP-Code-GenerationA benchmark that has a model write ABAP for 180 tasks ten times each, then feeds the SAP system's own syntax check, activation and ABAP Unit results back for up to five correction rounds.independent, abap, proposed in the same batch, measures generated ABAP across models by creating each class in an SAP system and reading its syntax check, activation and unit-test result. The concern is one an ABAP developer decides behind their own door, and the door had no tile for it to appear under.Agent evals
Thu 24
SAP MCP Connection Manageradded to the atlasWindows desktop manager handing SAP connections to assistants over MCPAgent access to your code
SAP MCP Connection Managerentry revisedHanded over as a URL and drafted from the repository's own README and the GitHub repository record: MIT, JavaScript, created 2026-09-20, not a fork, not archived.Agent access to your code
Wed 23
SAP's API Policy on AI Agents: What It Prohibits, Allows, and Leaves OpenpublishedReading SAP's API Policy v.4.2026a and its FAQ against the reference architectures, the piece narrows the widely repeated claim that SAP bans AI to what Section 2.2.2 actually restricts: an agent planning and chaining API calls outside an SAP-endorsed route, closed off further by Section 3's block on bypassing API Controls through custom code. It compares the endorsed and allowed paths — the MCP Gateway on SAP Integration SuiteSAP Integration SuiteSAP's integration service on BTP: Cloud Integration for orchestration, API Management in front of it, and an MCP gateway that serves a managed API to agents.sap official, btp reaching S/4HANA and ECC through RFC-based back ends under a 15-tool, 200,000-token limit, SAP-provided MCP servers through Joule Studio, the A2A protocol, customer-operated MCP servers allowed under FAQ Question 56, and the ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap, whose 18 tools work only on development artifacts and are documented as not intended for productive use. It leaves open whether Section 2.2.2 covers ABAP code that calls a model from inside the system, since enforcement is defined at the API-traffic level rather than by a list of tools.Agent tooling
arc-1released 1.4.0
ctx.run.programRun(name) lets an ARC-1 extension run an active classic ABAP report and return its list output.Agent access to your codeMon 21
Retrieval-augmented generationcore coverage revisedWith the core's half now stated, the panel needed the sentence that says what is added on top of it, and the two shapes differ: one retrieval method behind a service binding, or a vector table modelled on an annotated entity.Retrieval-augmented generation
Sun 20
Agent evalscore coverage revisedTwo independent artifacts provide this capability on CAP beside capire/skills: @saptarishi/cds-plugin-llm and DanKromp/skillOverflow, both entered on 2026-09-18, after the core-only reading.Agent evals
LLM integrationcore coverage revisedThe boundary is kept and made checkable against capire's new AI pages: aicore is documented as the default kind for production and hybrid, and every other documented kind (auto and mock on Node.js, ollama and mocked on Java) is for local runs.LLM integration
Retrieval-augmented generationcore coverage revisedcapire's Vector Embeddings guide documents embedding on write as a stored calculated element, so the old sentence, which listed embedding on write among what every entry writes by hand, no longer held. The state is unchanged: no SAP artifact in the graph carries a provides edge to this capability behind the CAP door.Retrieval-augmented generation
Searchcore coverage revised@kamlendra/search-vocab, an independent cds-plugin on CAP, carries a provides edge to this capability beside @sap/cds and com.sap.cds:cds-services-bom, so core-only no longer describes who is present.Search
Fri 18
051: ABAP Cleaner in VS Code - Installation and GuidepublishedWalks through installing ABAP Cleaner inside ABAP Development Tools for VS CodeABAP Development Tools for VS CodeSAP's ABAP tools in VS Code: editing, debugging, ABAP Unit, ATC and transports for classes, CDS and RAP objects, over RFC to an on-premise or Private Cloud system and HTTP to a cloud one, with Joule's ADT MCP server and code completion behind an AI-unit licence.sap official, abap and setting it as the default formatter in place of ADT's Pretty Printer, then using its interactive rule view to compare unformatted and cleaned code and configure which rules run, at class, component or method scope. A worked example applies Clean ABAPClean ABAPSAP's open, versioned style guide for ABAP: the answer to how a piece of ABAP should be written, an agreement a team adopts rather than anything to install.sap official, abap rules to one method: removing a redundant
me-> self-reference and an unneeded EXPORTING keyword, and restructuring a CHECK statement that the styleguide disallows once other statements precede it.Clean code conventions052: 10 Minutes from Start to LaunchpadpublishedWalks a RAP application from a root CDS view entity through a consumption projection and its associations to a metadata extension: a facet per field group, a hidden field via UI.hidden, and a selection field on the ABAP package, all in a Customer-layer DDLX source read by the generated Fiori elements app. It then covers the parts ABAP CDSABAP CDSThe modelling layer of ABAP Cloud — view entities, projections and annotations defined above database tables, delivered with the platform rather than installed.sap official, abap modelling and annotation stop short of — service definition and binding, generating the UI in Business Application Studio, and wiring the deployed app into the Fiori Launchpad through an IAM App and business catalog.Data modelling
ABAP in Practice - Creating a Setup ApppublishedWalks through an unmanaged custom entity behind a static Fiori Elements setup app: a factory maps step IDs to implementation classes behind one interface, and the transactional modelTransactional modelHow a business object's behaviour is defined and who owns the transaction — the choice that shapes everything downstream in an application.SAP and community, unassessed sets every CRUD operation internal while adding CheckStep and ExecuteStep actions instead of generated persistence. It buffers the executed step for the save sequence and moves an API that issues a COMMIT to a background process via bgPF, since a COMMIT inside the action is forbidden in strict mode.Transactional model
ABAP Spreadsheet Importeradded to the atlasABAP component importing XLSX or CSV files into RAP business objectsImporting and exporting table data
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abap-offstack-aunitadded to the atlasAgent skill for off-stack ABAP Unit tests and an abaplint gateAgent guidance
abap-skillsadded to the atlasSeventeen agent skills for ABAP developmentAgent guidance
arc-mcp-hubadded to the atlasHub on SAP BTP putting several arc-1 instances behind one loginTool governance
arc1-abap-bridgeadded to the atlasVS Code bridge between arc-1 and ADT for VS CodeAgent access to your code
DanKromp/skillOverflowadded to the atlasCollection of 41 agent skills, 37 for SAP development tasksAgent guidance
RAP - Native File UploadpublishedA workaround for uploading a file into a RAP application ahead of SAP's own upload and download solution, which is still pending: two abstract root entities — one holding the file's bytes, MIME type and filename, one for a popup dialog — joined by an association flagged
with hierarchy, exposed through a static action declared with DEEP PARAMETER so the nested structure reaches the handler. The trade-offs are stated plainly: the popup takes no default values, only one file uploads at a time, and the UI annotation on the attachment field is ignored because its label is read from the sub-entity's own name.AttachmentsRAP - Singleton PatternpublishedBuilds the RAP Singleton pattern: a root CDS view entity constrained to always return exactly one row, its composition child for line items, and a transactional modelTransactional modelHow a business object's behaviour is defined and who owns the transaction — the choice that shapes everything downstream in an application.SAP and community, unassessed behaviour definition — managed with unmanaged save, a determination that fills the user ID, and an EML update inside SAVE_MODIFIED to write the saved data elsewhere. Generates the Fiori elements object-page app from that service and adjusts Component.js so preferredMode lands the user in edit mode against the fixed semantic key, since the app always has exactly one record to open.Transactional model
sap-note-search-mcpadded to the atlasMCP server searching and fetching SAP Notes and KBAsDocumentation
sapdumpmcpadded to the atlasMCP server reading ABAP short dumps over ADTAgent access to your code
sapskillsadded to the atlasAgent skills for Clean ABAP, ADT in VS Code and guardrailsAgent guidance
DanKromp/skillOverflowentry revisedDiscovered through the SAP AI Skills Library and represented once at repository level. The registry listed 37 contained skills when checked; the canonical repository contained and documented 41, so the repository count is used for the artifact while both snapshots remain in the crawl record.Agent guidance
Database connectorscoverage by ecosystem revisedhdb, SAP's pure-JavaScript HANA driver for Node.js, entered in the same batch, so the note counted two entries where there are now three. The assessment is unchanged: the driver is SAP's own, so core-only still holds.Database connectors
Importing and exporting table datacoverage by ecosystem revisedA UI5 entry now answers the import side: ui5-cc-spreadsheetimporterui5-cc-spreadsheetimporterA UI5 component that adds a spreadsheet upload dialog to a Fiori elements or freestyle app and submits the rows it reads through the app's own OData model.community org, ui5 reads an uploaded spreadsheet in the browser and submits its rows through the app's own OData model. The core side is unchanged: SAP's spreadsheet export documentation still describes export only, so the previous note that no UI5 entry answers the import side is what has moved, not the reading of the core.Importing and exporting table data
SAP API Policy Evidence Skillrequires revisedThe entry described the skill as gathering evidence "through MCP servers" without naming one, because four of the five were not in the corpus. Three entered in the same batch as their own packages, and mcp-sap-docs and arc-1 were already here, so the README's own prerequisites table becomes edges. Conditional rather than required: the README states the skill degrades gracefully when one is missing and names which two raise confidence to high.Tool governance
sap-note-search-mcpentry revisedThe decline recorded for candidate:marianfoo/mcp-sap-notes on 2026-09-10 named this as the successor and as an open gap: "SAP Notes search is a real gap in the corpus and the thing that fills it has to be found some other way." Entered from the monorepo package rather than the archived repository, and from the package's own README.Documentation
Thu 17
Creating Material Master Data in SAP S/4HANA Using RAP and EML .publishedBuilds an unmanaged Transactional modelTransactional modelHow a business object's behaviour is defined and who owns the transaction — the choice that shapes everything downstream in an application.SAP and community, unassessed RAP business object for Article (Material) master data on top of the standard interface views I_Product, I_ProductDescription and I_ProductPlant, replacing BAPI_MATERIAL_SAVEDATA with EML operations in the create, update and custom extendplant behaviour methods. A CDS metadata extension adds the Fiori annotationsFiori annotationsDescribing a service so a Fiori client can render it without hand-written UI code — titles, value helps, hierarchies and visibility expressed as model annotations rather than screen logic.SAP and community, unassessed — headerInfo, facets, line items and value helps — that drive the generated Fiori elements UI.Transactional model
Enhancing Business Processes with SAP BTP AI in SAP Integration SuitepublishedWalks through a post-exit iflow in SAP Integration SuiteSAP Integration SuiteSAP's integration service on BTP: Cloud Integration for orchestration, API Management in front of it, and an MCP gateway that serves a managed API to agents.sap official, btp that calls an LLM through SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp's Generative AI Hub to turn a customer's free-text return comment into one of a fixed set of SAP rejection-reason codes, so an inbound ORDERS05 IDoc carries a decision (E1EDP01-ABGRU) the ERP can act on without pausing for manual review. The worked example is a Commerce Cloud returns flow into S/4HANA; the piece argues the same bounded-classification pattern fits other narrative fields — delivery-exception remarks, expense-claim justifications — where the cost of an LLM call is repaid by removing a human review step, and points to a colleague's post on the Generative AI Hub orchestration workflow for the guardrailing (prompt templating, data masking) it only names.LLM integration
SAP HANAadded to the atlasSAP's relational database platform, on-premise and in HANA CloudDatabase connectors
Attachmentscore coverage revisedReplace unsupported migration/UI boundary with sourced implementation limits; keep community additions separate. Add four CAP-scoped comparison questions and preserve other ecosystems/flavors.Attachments
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Cachingcore coverage, framing by ecosystem, core coverage revisedUser requires SAP ships to describe only core behavior and limits. Provider guidance belongs under The community adds. The broad tenant-key prescription is omitted; sourced tenant conditions remain on provider edges. Redis remains the served BTP option.Caching
Retrieval-augmented generationentry revisedCompleted the intended consolidation: retained CAP framing, ABAP and HANA coverage, the detailed BTP document-grounding coverage and framing, and scoped normative relevance. Repointed relationships and retired the duplicate capability.Retrieval-augmented generation
Wed 16
ARC-1 Skillsadded to the atlasTwenty-two agent skills shipped with arc-1Agent guidance
Calculating IBP Technical Week "Key Figure Date" in S/4HANA Using CDS ViewpublishedA custom ABAP CDSABAP CDSThe modelling layer of ABAP Cloud — view entities, projections and annotations defined above database tables, delivered with the platform rather than installed.sap official, abap view entity, selecting from the standard
I_CalendarDate view, to derive the first date of an SAP IBP "technical week" — the split IBP applies when a calendar week crosses a month boundary, a date S/4HANA does not expose natively. The calculated field is built with a case/when expression over dats_add_days, giving any calendar date's technical-week key figure date.Data modellingCDS Field Mappingadded to the atlasMaps classic dictionary tables and fields to CDS entities and fieldsData modelling
ARC-1 Skillsentry revisedEntered from the sap-ai-mcp-servers catalogue, which lists the skills bundle as its own "ARC-1 SAP Skills & Claude Plugin" row, separate from the ARC-1 MCP server row already in the corpus as arc-mcp-arc-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap. Entered as its own artifact rather than folded into that entry, the same shape the UI5 Web Components skills take beside the UI5 Web Components library — one artifact_type per entry (hard rule 9), and the skills are a distinct install path from the server.Agent guidance
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CDS Field Mappingentry revisedEntered from software-heroes.com's tools page; its data lives in a public GitHub repository the page links as 'Extract and further information', unlike its sibling tools here which are hosted only.Data modelling
Tue 15
A Clearer View of Your SAP Integrations Under the New API PolicypublishedThe SAP API Policy Evidence SkillSAP API Policy Evidence SkillAssesses whether a described SAP API usage aligns with the SAP API Policy, gathering live evidence from SAP's own sources and returning a sourced assessment with a stated confidence — and routing the legal questions away from itself.independent, btp assesses one SAP interface or usage pattern at a time against SAP API Policy v.4.2026a, reading evidence from five MCP servers, among them servers for the Business Accelerator Hub and SAP Notes, mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap and a read-only ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap, and returns one of four labels with a confidence level, an evidence table, residual risk and questions for SAP. It gives no compliant or not compliant answer on purpose, because SAP's FAQ (Q49) declines to publish a binding decision matrix, and it sends legal, commercial and roadmap questions to SAP and lowers its confidence when a source is not connected. Four sample runs show the method, among them ODP-RFC extraction labelled likely not aligned under SAP Note 3255746 and the same API_SALES_ORDER_SRV assessed differently for an autonomous agent behind a custom gateway and for a Boomi middleware flow; the SAP Notes and Business Accelerator Hub servers read SAP sites through a browser login, which the post says to use at your own risk.Tool governance
ABAP and Agentic AI: The Hidden Problem in Real ProjectspublishedAI in SAP development splits on three questions, how the model gets context, where writing happens and who controls the setup: UI5 and CAP work in local files where git, reviews, tests and pipelines already gate a change, while on-stack ABAP writes land directly in a shared development system. Six patterns follow, framed after a paper by Lars HvamLars Hvammaintains 13 entries, wrote 1 doc, contributed to 92 entries, from AI in the IDE to off-stack development with abapGitabapGitA Git client written in ABAP that runs inside the system, so objects are cloned, pulled and pushed without leaving it; with no package manager in ABAP, a cloned repository is how code is distributed.community org, abap, and the post settles on a hybrid where the agent reads the system over ADT or MCP and writes through a gated git flow. Read access alone is put at maybe 80 percent of the work, and what agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed still lacks is named as tool governanceTool governanceControlling what an agent may call, with which authorisations, and leaving an audit trail of what it did. The authorisation question that MCP exposure raises but does not answer.SAP and community, unassessed: read-only defaults, package restrictions, blocking free SQL, per-user identity and auditing.Agent access to your code
ABAP Development Automation with ARC-1 and GitHub WorkflowspublishedA sample repository puts an ABAP package into GitHub with abapGitabapGitA Git client written in ABAP that runs inside the system, so objects are cloned, pulled and pushed without leaving it; with no package manager in ABAP, a cloned repository is how code is distributed.community org, abap and connects GitHub Actions to ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap on BTP through an API key with no write tools, so abaplintabaplintStatic analysis for ABAP that runs outside a system on serialised source in a repository, so ABAP checks run in a pull request and in CI before the code ever reaches a system.community org, abap on the diff, ABAP Unit and ATC through
SAPDiagnose, label-triggered Copilot and Claude reviews, and ST22 dump triage all run as checks on a pull request. The review case is PR #14, where a SAPRead of the activated method let Claude state that a direct SELECT from MARA was new in the PR and not yet active in SAP, which a diff-only review cannot know. The test gate reads activated objects, so a team that pushes before activation needs a sandbox or a pull-and-activate step, and pulling a merged change back into SAP is named as the next step, not built.Agent access to your codeARC-1 1.0: One Deployment, Multiple SAP SystemspublishedThe release post for ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap 1.0, whose largest addition is an experimental multi-system mode: one BTP Cloud Foundry deployment attaches the SAP systems or clients an administrator selects through destinations, each with its own MCP address and an optional combined one, beside 22 included skills, an extension framework for company-specific tools, the BTP login code split out as
@arc-mcp/xsuaa-auth, and a move to the ARC MCPARC MCPmaintains 9 entriesindependent organisation. It names the contributions behind the release: Wouter LemaireWouter Lemairemaintains 25 entries, created 12 pieces, contributed to 39 entriesindependent for the first Cloud Foundry deployment and the first multi-backend implementation, Sami BouguerraSamicontributed to 2 entries for NetWeaver 7.50 fixtures and activations that looked successful but were not, Clément RingotClément Ringotmaintains 2 entries, contributed to 3 entries for BTP login and Cloud Connector fixes, and Geert-Jan KlapsGeert-Jan Klapsmaintains 4 entries, wrote 4 posts, contributed to 11 entries for S/4HANA Public Cloud support. It places SAP's own ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap as the choice for a developer inside VS Code or Eclipse and ARC-1 as a shared service on BTP, and it stops short of a licence answer: the ADT web endpoints are not listed as published APIs in the SAP Business Accelerator Hub, so readers are told to ask SAP whether their agreement allows third-party tools to use them before a broader or production rollout.Agent access to your code
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ARC-1 on SAP BTP: Secure ABAP Agentic Development Beyond the LaptoppublishedThe BTP deployment of ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap: one Cloud Foundry app per SAP system, reached by MCP clients through XSUAA and reaching the backend through the SAP Destination serviceSAP Destination serviceNamed, credentialed addresses of other systems, resolved at runtime — so an application holds no URL and no secret of its own, and the same code reaches a different system in every landscape.sap official, btp, the SAP Connectivity serviceSAP Connectivity serviceThe proxy through which a cloud application reaches an on-premise system behind a Cloud Connector — HTTP, RFC and raw sockets — without that system being exposed.sap official, btp and Cloud Connector, with a BasicAuth destination for startup probing and a Principal Propagation destination for per-user requests, and SAP_PP_STRICT=true so a propagation problem fails instead of falling back to the shared user. Tool governanceTool governanceControlling what an agent may call, with which authorisations, and leaving an audit trail of what it did. The authorisation question that MCP exposure raises but does not answer.SAP and community, unassessed is the three gates it spells out, the server ceiling set by environment variables, the user's permission from XSUAA role collections, OIDC scopes or API-key profiles, and the SAP backend authorisation, all of which must allow an action, and the staged rollout from read-only to writes in $TMP, then selected packages, then transport writes. It recommends the MTA deployment over Docker on Cloud Foundry or a buildpack push, treats BTP ABAP Environment as a separate service-key scenario with no Cloud Connector, and is not a full setup guide: the commands are left to the ARC-1 deployment docs.Agent access to your code
ARC-1 with Copilot Studio: SAP System Context Beyond DeveloperspublishedTakes the BTP-deployed ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap endpoint into Microsoft Copilot Studio, added as an existing MCP server with OAuth 2.0 against XSUAA and published to Teams or Microsoft 365 Copilot, so SAP system context reaches project roles that do not work in an IDE. The test agent combines SharePoint specifications, Jira tickets and mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap with ARC-1 in six scenarios: a patch for a Jira bug proposed before it is applied, the impact of widening a domain from CURR 13,2 to CURR 23,2, a two-layer CDS view built from a specification, an ATC and abaplintabaplintStatic analysis for ABAP that runs outside a system on serialised source in a repository, so ABAP checks run in a pull request and in CI before the code ever reaches a system.community org, abap quality report, a short dump diagnosis, and a clean core check that proposes released successors for direct selects on USR02 and BUT000. The access path and security model are those of the BTP part unchanged; the advice is to start this audience read-only, although the showcase itself enabled the read and write tools.Agent access to your code
ARC-1 with Joule Studio: Bringing Real ABAP System Context into JoulepublishedBrings the same BTP-deployed ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap endpoint into Joule through a Joule Studio, classic editionJoule Studio, classic editionThe low-code capability in SAP Build for custom Joule skills and Joule agents: skills call OData APIs through BTP destinations, agents get a model, instructions, tools and MCP servers, and both deploy to Joule.sap official, btp agent configured with Anthropic Claude Sonnet 4 and two MCP servers, ARC-1 and mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap, for work that starts in SAP where the previous part started in Microsoft 365. Two read-only showcases carry the ABAP Cloud readinessABAP Cloud readinessWhether code can run in ABAP Cloud — released APIs only, no direct table access, no obsolete statements — and what to do with the code that cannot.SAP and community, unassessed edge: a clean core check of one class that reports it is not released, uses USR02 and BUT000 directly and has no ATC findings, and a modernisation backlog for package ZSD_LEGACY which, as that package did not exist, grouped 28 ZSD* objects into risk buckets instead. The route through SAP Integration SuiteSAP Integration SuiteSAP's integration service on BTP: Cloud Integration for orchestration, API Management in front of it, and an MCP gateway that serves a managed API to agents.sap official, btp API Management or a future MCP gateway is presented as a target architecture and not yet a productive setup, because Joule Studio's documentation requires streamable HTTP destinations and does not support MCP servers that need interactive OAuth user authorisation.Agent access to your code
Before You Upgrade S/4HANA: Static UI5 Checks with MCPpublishedA UI5 version upgrade checked against one app by pairing two MCP servers: the
ui5_version_diff tool added to mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap, which reads a bundle from ui5-lib-diff downloaded once at setup and filters it by version range, change type, library or query text, and @ui5/mcp-server@ui5/mcp-serverSAP's MCP server for UI5 development: ten tools that scaffold an app or a card, read the project in front of the agent, and run the linter and the manifest validator against it.sap official, ui5, whose get_project_info, get_version_info, run_ui5_linter and run_manifest_validation say what the app uses and what fails. Run with a ui5-versions-upgrade.md skill on the legacy app from From SEGW and Legacy UI5 to RAP with ARC-1From SEGW and Legacy UI5 to RAP with ARC-1Three ARC-1 skills, run in Cursor with Composer-2 against a deliberately rough demo on an S/4HANA 2023 trial system, turn the SEGW service ZDEMO_MIG_PROJECTS_SRV into a managed, draft-enabled RAP business object published as OData V4, replace its ApproveProject function import and its direct UPDATE ... COMMIT WORK with the action approve_project written in EML in local mode, and rebuild the freestyle UI5 JavaScript app once in UI5 TypeScript and once as a Fiori elements list report and object page driven by metadata extensions. What the published transcripts add is how the agent got there: it found the generated MPC class names and the custom logic in DPC_EXT only by reading the system, the skills made it print the extracted model and stop for confirmation before writing, and @ui5/mcp-server, mcp-sap-docs and @sap-ux/fiori-mcp-server each had their own job beside it. The demo is small on purpose, and the post says a productive SEGW service that calls BAPIs, carries custom authorisation logic or supports deep inserts is not solved with one prompt.published 2026-05-11, from SAPUI5 1.84.59 to 1.147.2, the diff range held 985 deprecations and 961 What's New entries, and the lintingLintingCatching in the editor what would otherwise be caught at deploy time, or not at all — problems in source code and models and in the project's configuration, found by rules rather than by review.SAP and community, narrow by design and manifest validation narrowed that to findings in this app, among them jQuery.sap.require, synchronous bootstrap, the sap_belize theme, sap.m.MessagePage and an old manifest _version. The checks read the source in a local checkout and never the deployed app, so the report is a first pass: a changelog entry is not proof that a workaround can be deleted, and the app still has to be run and tested.DocumentationBuilding an Enterprise-Ready SAP AI Agent with Open SourcepublishedA self-hosted chat agent for SAP systems: LibreChat as UI and orchestrator with Entra ID sign-in and SharePoint connected, a local LLM through Ollama, and two MCP servers, mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap for public documentation and the ADT MCP server vibing-steampunkvibing-steampunkAn ADT-to-MCP bridge in Go that reaches past what ADT exposes — cluster tables decoded, spool and job logs read as tables, the IMG searched, selection texts written back.independent, abap for the system itself. The ADT server runs in its read-only mode under a technical user with display authorisations only, so the agent can find a function module and pull its source, or locate a RAP business object with its behaviour definition and projection view, but cannot change anything. Two workflows show it, explaining what BAPI_DISPUTE_CREATE does in one system and planning a RAP action from a PDF specification, where the generated ABAP is copied into Eclipse by hand; the full setup is in the marianfoo/llm-client-sap-system-integration-sharepoint repository.Agent access to your code
Finally: An MCP Server for ABAPpublishedAnnounces the ABAP variant of mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap, published at mcp-abap.marianzeis.de for GitHub CopilotGitHub CopilotAn AI coding assistant built into GitHub, with agents that can use external tools and MCP servers.'s Agent Mode in ADT for Eclipse, which the post names as the trigger, with ABAP knowledge still a recurring problem in the models. Documentation irrelevant to ABAP was removed from the SAP docs server and the ABAP Keyword Documentation, the DSAG ABAP Development Guidelines and the ABAP Style Guide were added, with search reaching past the local index to SAP Community posts and SAP Help. Copilot in Eclipse is where the post puts the weight, because SAP Joule for Developers, ABAP AI capabilitiesSAP Joule for Developers, ABAP AI capabilitiesSAP's AI for ABAP development in ADT for Eclipse and VS Code: chat, code completion, explain, test and CDS generation, RAP logic prediction, and since June 2026 an agentic mode over the ADT MCP Server, metered in AI units through the ABAP AI Hub Service on BTP.sap official, abap in Eclipse is not available for S/4HANA on-premise systems; an update of 2026-02-05 adds Software Heroes as an online source and an
abap_feature_matrix tool that checks feature availability across releases and ABAP Cloud, and the server runs hosted or locally with Node or Docker.DocumentationFrom SEGW and Legacy UI5 to RAP with ARC-1publishedThree ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap skills, run in Cursor with Composer-2 against a deliberately rough demo on an S/4HANA 2023 trial system, turn the SEGW service
ZDEMO_MIG_PROJECTS_SRV into a managed, draft-enabled RAP business object published as OData V4, replace its ApproveProject function import and its direct UPDATE ... COMMIT WORK with the action approve_project written in EML in local mode, and rebuild the freestyle UI5 JavaScript app once in UI5 TypeScript and once as a Fiori elements list report and object page driven by metadata extensions. What the published transcripts add is how the agent got there: it found the generated MPC class names and the custom logic in DPC_EXT only by reading the system, the skills made it print the extracted model and stop for confirmation before writing, and @ui5/mcp-server@ui5/mcp-serverSAP's MCP server for UI5 development: ten tools that scaffold an app or a card, read the project in front of the agent, and run the linter and the manifest validator against it.sap official, ui5, mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap and @sap-ux/fiori-mcp-server@sap-ux/fiori-mcp-serverSAP's Fiori MCP server, run as fiori-mcp, letting a coding assistant create and edit Fiori applications directly rather than describing the steps.sap official, ui5 each had their own job beside it. The demo is small on purpose, and the post says a productive SEGW service that calls BAPIs, carries custom authorisation logic or supports deep inserts is not solved with one prompt.Agent access to your codeHow I Use AI for Development and Why Context MatterspublishedPart one of the AI ABAP development series traces a move from pasting ChatGPT output and error messages back and forth to tools that search, read docs and inspect files themselves, and holds that the context around a model decides more in real projects than benchmark results do. In SAP work the grounding comes from mcp-sap-docsmcp-sap-docsAn MCP server over seventeen cloned SAP documentation repositories — ABAP keyword docs, capire, OpenUI5, Cloud SDK, BTP — searched with BM25 and prebuilt embeddings fused by reciprocal rank fusion.independent, cap, which brings SAP Help, GitHub repositories, style guides and DSAG guidelines into the session, and context for changing a class also means the tables it uses, the classes it calls and similar implementations. Agentic autonomy is a slider set per project, with the time saved on typing moved into planning and review, and the post stops before ABAP: SAP's MCP servers for UI5, CAP and Fiori (@ui5/mcp-server@ui5/mcp-serverSAP's MCP server for UI5 development: ten tools that scaffold an app or a card, read the project in front of the agent, and run the linter and the manifest validator against it.sap official, ui5, @cap-js/mcp-server@cap-js/mcp-serverSAP's MCP server for CAP development, run as cds-mcp: search_model searches the project's compiled CDS model, search_docs searches the CAP documentation indexed as embeddings on the developer's own machine.sap official, cap, @sap-ux/fiori-mcp-server@sap-ux/fiori-mcp-serverSAP's Fiori MCP server, run as fiori-mcp, letting a coding assistant create and edit Fiori applications directly rather than describing the steps.sap official, ui5) sit in off-stack work that git and pipelines already gate, and the harder ABAP case is left to the next part.Agent access to your code
Introducing ARC-1: A Secure ADT MCP Server for Enterprise SAP DevelopmentpublishedWhy ARC-1arc-1An MCP server in front of the ADT REST API that runs locally and on Cloud Foundry with twelve tools that read, search, write, activate, lint and transport ABAP objects.independent, abap exists beside earlier ADT MCP servers such as vibing-steampunkvibing-steampunkAn ADT-to-MCP bridge in Go that reaches past what ADT exposes — cluster tables decoded, spool and job logs read as tables, the IMG searched, selection texts written back.independent, abap, fr0ster/mcp-abap-adtfr0ster/mcp-abap-adtFull CRUD across on-premise and ABAP Cloud systems, with five authentication methods and three transports: a library under Apache-2.0 and a standalone server under AGPL-3.0-only.independent, abap and dassian-adtdassian-adtA fork of mcp-abap-abap-adt-api hardened for use: 25 tools, input validation, error intelligence, MCP elicitation, session recovery and a test suite.independent, abap: one centrally deployed instance per SAP system instead of a server on each developer laptop, with the MCP client to ARC-1 hop and the ARC-1 to SAP hop authenticated separately. It sets out the restrictive defaults (read-only, no free SQL or named table preview, writes confined to $TMP), the layering in which ARC-1's configuration, the user's role and SAP's own authorisation must all allow an action, Principal Propagation so SAP sees the real user, and audit events to the SAP Audit Log serviceSAP Audit Log serviceIngests compliance audit data from BTP services and applications and keeps it for ninety days by default; retrieval and longer retention are separate services.sap official, btp; that is tool governanceTool governanceControlling what an agent may call, with which authorisations, and leaving an audit trail of what it did. The authorisation question that MCP exposure raises but does not answer.SAP and community, unassessed as much as agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed. It leaves the BTP setup to the next part, and places ARC-1 beside SAP's ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap, which SAP's configuration guide describes as a local HTTP server hosted by the IDE, and beside SAP API Policy 4.2026a, where ARC-1's stated position is to stay close to documented ADT behaviour and ask SAP before production use.Agent access to your code
Microsoft AI SDK for SAPadded to the atlasABAP library for calling Azure OpenAI and OpenAILLM integration
abapsmithreleased 0.6.0Configurations that set
ABAP_TOOL_SURFACE=v2, and prompts written against the six consolidated v2 tools.Agent access to your codeAgent access to your codecoverage by ecosystem, framing by ecosystem, coverage by flavor, framing by flavor revisedThe HTTP resources the flavor is restricted to now have a page.Agent access to your code
aibap.mcprequires revisedPointed at the ADT nodes that entered the graph on 2026-09-15, from the project's own documentation.Agent access to your code
Attachmentsecosystems, coverage by ecosystem, framing by ecosystem revisedOn BTP the concern is answered by a repository service with folders and versions, which differs from the CAP, UI5 and ABAP framings of a file stored against an entity or a business object.Attachments
Cachingecosystems, core coverage revisedThe sentence was cut off mid-word. Rewritten to name the two CAP plugins by their entries, and the multitenancy warning moved here as core_coverage.note: node-cache leaves the graph because its own documentation names no SAP stack, and the lesson it carried is about every hand-wired general-purpose cache, not about one library.Caching
vibing-steampunkrequires revisedPointed at the ADT nodes that entered the graph on 2026-09-15, from the project's own documentation.Agent access to your code
Mon 14
ABAP AI SDKadded to the atlasSAP reuse library for calling large language models from ABAPLLM integration
abap_btocs_ollamaadded to the atlasB-Tocs ABAP SDK plugin connecting to Ollama modelsLLM integration
ABAP-CACHE-BOXadded to the atlasGenerates singleton ABAP cache classes from a macro callCaching
abap-file-uploaderadded to the atlasSample uploading a JSON file into an ABAP table on BTP ABAP
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abap-sdk-nwasadded to the atlasAn ABAP client library for IBM Watson's Discovery, Language Translator, Natural Language Understanding, Speech to Text, Text to Speech and Assistant services, installed through abapGit.LLM integration
abap-sdk-nwas-xadded to the atlasABAP client library for IBM watsonx.ai APIsLLM integration
abap-tasks-trackeradded to the atlasTask tracker on a BOPF-backed CDS view with a Fiori list report
abap2UI5-addons/table-content-loaderadded to the atlasUpload, edit and download ABAP table content as JSON, CSV or XLSXImporting and exporting table data
abapDataToTableImportadded to the atlasMaps clipboard, Excel or text data onto a declared ABAP structureImporting and exporting table data
abapdocs-code-scanneradded to the atlasReads the abapDoc comments of a class or interface's public methods and type definitions and returns their text at runtime.Documentation
AI-native North Star architecture — Platform LayerpublishedThe platform layer of SAP's North Star architecture, the chapter that says where agents run and what a developer builds them with. It names an AI Golden Path built on the SAP Cloud Application Programming Model, the ABAP Cloud development model with RAP and the SAP Fiori design system, and a managed agent runtime on SAP BTP that is designed to provide software development kits for building agents in any framework, an agent sandbox, container-hosted execution, a skills registry and continuous evaluations, which is the ground agent toolingAgent toolingBuilding an agent into your own application — the tools it may call, the state it keeps between turns, and the framework it runs in. Distinct from MCP servers, which expose an application to somebody else's agent, and from agent guidance, which is knowledge handed to a coding agent.SAP and community, unassessed covers. Agents are extended without changing their code through four patterns, the first of them tool extensibility through the Model Context Protocol, the concern MCP serversServe your application over MCPExposing selected application data and business operations to an AI agent through the Model Context Protocol. An application may also integrate remote services through service integration, connecting its exposed contract with agent access to your systems. Development assistance belongs to agent access to your code.SAP and community, narrow by design is named for; the process-layer chapter adds that a pro-code path with a standardised agent SDK and a prompt-driven path through the Joule Studio solution produce the same code artifact on the same runtime. It describes a design SAP intends rather than products that exist, and the SDK and the registry it names have no entry here yet.Agent tooling
AnyTabUpdateTaskadded to the atlasUtility for update task database changes and internal tables in ABAPTransactional model
AttachmentCommentODataServiceadded to the atlasABAP OData service for attachments and comments via GOSAttachments
boy0korea/abap2jsonadded to the atlasExports and imports ABAP table content as zipped JSONImporting and exporting table data
boy0korea/ABAP2XLSX_HELPERadded to the atlasHelper methods over abap2xlsx for Excel, JSON and tablesImporting and exporting table data
btp-abap-cnaadded to the atlasRAP bonus-calculation extension across Cloud Foundry, ABAP and Kyma
cdsanalyseradded to the atlasMaps database tables and fields to the CDS views exposing themData modelling
Content FilteringpublishedContent filtering screens a large language model's input and output for low-quality, irrelevant or unsafe content: the four categories it names being hateful, violent, sexual and vulgar content, checking a request once on the way in and once on the way back. The page states smaller models can do this filtering efficiently, reading perplexity scores to flag anomalies, with the aim that SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp produces content meeting a stated safety standard, which is the ground content filteringContent filteringChecking what goes into a model and what comes out of it against content rules, and stopping or flagging a request that fails them. Distinct from data masking, which hides values: a filter refuses content.SAP only covers on the BTP door.Content filtering
cuteadded to the atlasCustom Table Editor editing table rows in an editable ALV gridMaintaining table entries
Data MaskingpublishedData masking replaces identifiable or confidential text in a prompt with placeholders such as <Person_0> or <Organization_1> before it reaches a large language model, using pattern matching and machine learning to find what to replace. The page states SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp supports it as a feature and sets out five steps for applying it, defining the masking scope, choosing a technique, preserving the prompt's intent, checking compliance and risk, then testing and monitoring the result. That is the shape data maskingData maskingReplacing the personal or confidential values in a prompt with placeholders before it leaves for a model, and putting them back in the answer. Anonymisation, where the values are gone for good, and pseudonymisation, where they return, are the two forms; which fields count as sensitive is the application's question, not the module's.SAP only takes on the BTP door.Data masking
Document GroundingpublishedDocument Grounding is a managed retrieval-augmented-generation service under the Generative AI Hub on BTP, which SAP's page on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp places inside that service: it ingests documents from Amazon S3, SharePoint, SAP Document Management Service, SAP Work Zone or an SFTP server, and handles chunking, embedding and retrieval itself, refreshing content automatically when a source document changes. The page states this managed path is recommended for most enterprise scenarios because it covers the whole lifecycle end to end, and offers a separate Document Grounding Vector API for data that is already chunked and embedded, for cases that need finer control over chunking and metadata.Retrieval-augmented generation
FORMfactoradded to the atlasGenerates local classes from FORM-based ABAP programsClean code conventions
llm_clientadded to the atlasABAP client with one interface to chat-completion LLM APIsLLM integration
MBT Logical Object Listeradded to the atlasMetadata viewer for SAP BW, SAP BPC and SAP BW/4HANA object modelsAnalytic modelling
mkysoft/xlsxreaderadded to the atlasReader for Excel spreadsheets in OpenXML format from ABAPImporting and exporting table data
odbc-driver-for-abap-examplesadded to the atlasExample programs for the ODBC driver for ABAP in several languages
pawelwiejkut/bw_remove_charactersadded to the atlasABAP class stripping invalid characters in BW end routinesLoading a warehouse
pawelwiejkut/bw_trfn_pocketknifeadded to the atlasFramework for BW transformation start routines from a tableLoading a warehouse
Prompt TemplatingpublishedPrompt templating replaces a static prompt with a structured, reusable template whose placeholders are filled in at runtime, which the page says helps LLM responses stay consistent and lets the same instructions be adapted across tasks. On SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp this is implemented through the Prompt Registry, and the page states that storing prompts as plain strings in code is possible but not recommended. That is prompt managementPrompt managementKeeping the prompts an application sends to a model as templates with placeholders, stored and versioned apart from the code that calls them, so a change of wording is not a deployment. What people conflate under it: the template filled at runtime, the registry it lives in, and the orchestration step that fills it.SAP only as a stored and managed object rather than a string embedded in the caller.Prompt management
SAP AI Coreadded to the atlasAI runtime on BTP with the Generative AI HubLLM integration
SAP Joule for Developers, ABAP AI capabilitiesadded to the atlasSAP's AI for ABAP development in ADT for Eclipse and VS CodeAgent access to your code
SAP-easy-AIadded to the atlasABAP report sending a prompt to a local LLM via an SM59 destination
SAP-samples/abap-alv-google-upload-sheetadded to the atlasSample exporting SAP GUI ALV grid data to Google Drive
table-maintenanceadded to the atlasBrowser-based table maintenance UI built on abap2UI5Maintaining table entries
teched2023-DT187vadded to the atlasTechEd 2023 tutorial on an analytical data model in ABAP Cloud
teched2025-AD162added to the atlasTechEd 2025 workshop on a Fiori app with ABAP Cloud and Joule
ZABAP_TABLE_EDITadded to the atlasGeneric ABAP table editor writing its own change documentsMaintaining table entries
ZC8A_001added to the atlasABAP, Python and C code for similarity search over field descriptions
zllmadded to the atlasABAP framework for chaining and orchestrating LLM callsLLM integration
zvdbadded to the atlasVector database implemented in ABAP for document chunk retrievalRetrieval-augmented generation
Agent access to your codecoverage by flavor, framing by flavor revisedThe UI5-door providers of this capability — @ui5/mcp-server@ui5/mcp-serverSAP's MCP server for UI5 development: ten tools that scaffold an app or a card, read the project in front of the agent, and run the linter and the manifest validator against it.sap official, ui5 and fiori-mcp@sap-ux/fiori-mcp-serverSAP's Fiori MCP server, run as fiori-mcp, letting a coding assistant create and edit Fiori applications directly rather than describing the steps.sap official, ui5 — state freestyle and fiori-elements, never web-components. SAP's @ui5/webcomponents-mcp-server@ui5/webcomponents-mcp-serverFour tools that answer an agent's questions about UI5 Web Components from the framework's own documentation — component API, integration guides, and the docs themselves.sap official, ui5 does carry the web-components flavor but provides documentationDocumentationFinding the answer in what has already been written, and writing it where it has not — first-party documentation made searchable by something other than a person scrolling it, including by an agent, and a document of custom code produced from the code itself.SAP and community, unassessed, not this capability: its four tools serve the library's own API and guides and never open the project in front of the agent. No provider states web-components for agent-code-access, and the concern itself is not structurally absent from the flavor, so unmapped reads truer than not-applicable.Agent access to your code
Agent evalsdescription, ecosystems, core coverage revisedThe validator now rejects an unmapped reading on a door with its own providers, and capire/skills (SAP-official) provides this capability.Agent evals
Agent guidancecoverage by flavor, framing by flavor revisedThe door-level framing already says the Web Components skills ship inside the library and version with it; a flavor paragraph names the two skills the flavor's provider actually carries rather than repeating the door's sentence.Agent guidance
Analytic modellingecosystems revisedteched2023-DT187v builds an analytical ABAP CDS model in ABAP Cloud and hana-cloud-modeling-learning-journey carries the files for SAP's calculation view course, both SAP-samples; MBT Logical Object Lister and MBT Listcube read BW's object models and cubes from an ABAP-based BW system.Analytic modelling
AttachmentCommentODataServicename, description, provides[capability:attachments] revisedThe ecosystem abap and the business-object binding rested on the platform the README names. The repository is ABAP source in abapGit format, and the cited class is the ABAP that does the binding.Attachments
Attachmentscoverage by flavor, framing by flavor, coverage by ecosystem, ecosystems, framing by ecosystem revisedThe ABAP door opened with Generic Object Services and AttachmentCommentODataService, and what the concern is there differs from the CAP and UI5 framings: the file belongs to a business object in the system rather than to an entity a service defines.Attachments
Cachingecosystems revisedABAP-CACHE-BOX in this batch generates singleton cache classes over hashed tables for ABAP programs, which is application-level memoisation on the ABAP door.Caching
Clean code conventionscoverage by flavor revisedcode pal for ABAP — Cloud Edition is the only sap-official provider of this capability that states abap-cloud; the legacy code pal edition explicitly does not run in ABAP Cloud, and the Clean ABAP styleguide itself states no flavor.Clean code conventions
Data modellingcoverage by flavor revisedABAP CDS is the sole ABAP-door provider of this capability, is sap-official, and states no flavor on its provides edge. SAP's own ABAP Cloud documentation (the abap-cheat-sheets ABAP Dictionary cheat sheet and the ABAP Cloud FAQ) confirms CDS view entities, not classic DDIC-based views, are how data models are built there, reachable only through released objects and public APIs. (Recorded on abap-data-modelling before the merge of 2026-10-17.)Data modelling
Database connectorsecosystems revisedSAP-samples' hana-hdbext-promisfied-example wraps the HANA client drivers for Node.js, Go and Python, hxe-hibernate-google-app-engine reaches HANA through Hibernate's dialect, and odbc-driver-for-abap-examples connects to an ABAP system through the ODBC driver for ABAP, which widens the node from CAP's database choice to the driver question.Database connectors
Documentationcoverage by flavor revisedThe only UI5-ecosystem artifact that states web-components in its flavors is ui5-webcomponents-mcp-server, sap-official, and no other UI5-ecosystem provider of this capability names the flavor at all — core-only per the reading rule. framing_by_flavor was left unset: framing_by_ecosystem.ui5 already describes this same artifact, and it already reads as the web-components flavor's own paragraph rather than a cross-flavor one, so a second copy would restate it rather than say something different.Documentation
LLM integrationecosystems, coverage by flavor, framing by flavor, coverage by ecosystem, description revisedThe description named a CAP service, which is false on the UI5, BTP and ABAP doors this capability is in. Only the subject of the call changed.LLM integration
Loading a warehouseecosystems revisedpawelwiejkut's bw_remove_characters and bw_trfn_pocketknife answer the concern inside SAP BW transformation routines on ABAP, and SAP-samples' dbt-sap-hana-cloud answers it on HANA Cloud with a dbt adapter that transforms and loads data there.Loading a warehouse
Reference appscore coverage, ecosystems revisedTwo SAP-samples repositories in this batch are whole applications on other doors: hana-shine-xsa, SHINE for XS Advanced on SAP HANA, and btp-abap-cna, a RAP side-by-side extension on SAP BTP ABAP Environment. Both are samples, so each door opens unmapped.Reference apps
Retrieval-augmented generationid, ecosystems revisedSAP AI Core's Document Grounding is the same concern, answering from your own documents instead of from what a model remembers, in a managed form on the BTP door; the CDS in the name is the CAP door's version of it.Retrieval-augmented generation
Searchecosystems revisedZC8A_001 pushes similarity search into SAP HANA through AMDP and into Oracle through ADBC from ABAP classes, so the concern has an answer behind the ABAP door.Search
Tool governancecore coverage, coverage by flavor revisedSuperClaude for SAP's own flavors entry states abap-cloud with the identical quote it states standard-abap with, and its README describes no guard behaviour that differs between the two, so the ABAP door's community-only reading carries over to the flavor. The concern is not classic-only — unlike SAP GUI screens or unreleased objects, which system to call is a question ABAP Cloud is asked too — so not-applicable does not fit, and the validator forbids it on a flavor a stated provider covers.Tool governance
Transactional modelcoverage by flavor revisedNo ABAP-door artifact carries a provides edge to this capability; the sole demonstrates edge (mariokernich-abapconf2026-custom-entities) is independent and states no flavor, so nothing states abap-cloud. SAP's own abap-cheat-sheets confirms RAP is the transactional programming model of ABAP Cloud rather than one option beside classic update-task bundling, and SAP's BOPF page directs new ABAP Cloud development toward RAP instead of BOPF.Transactional model
Sun 13
ABAP AI Codeadded to the atlasAgentic coding assistant in ABAP that runs as an SAP GUI reportAgent access to your code
ABAP development tools for Visual Studio Code: Patch 1.0.1 releasedpublishedA patch to SAP's ABAP development tools for Visual Studio Code, released after two weeks of user feedback: RFC destinations with password logon return, undoing what the first release had dropped, and the extension now ships the AGENTS.md template its documentation already carried, so a project gets agent guidanceAgent guidancePackaged knowledge you hand a coding agent so it gets a framework right unprompted — skills, rule files, instruction packs. Distinct from agent tooling, which is about building agentic features into your application, and from agent access to your code, where the agent reads the real project instead of being handed a file about it.SAP and community, core adopted it built in rather than copied by hand. The author still recommends duplicating the template and adding project-specific instructions, since the time spent on that onboarding is what the agent's results depend on.Agent guidance
ABAP development tools for Visual Studio Code: Version 1.1 releasedpublishedVersion 1.1 of ABAP development tools for Visual Studio Code adds two tools to the extension's local ADT MCP ServerADT MCP ServerSAP's own ADT MCP server, and not a package: a preference inside ABAP Development Tools for VS Code that starts a local HTTP MCP server on a port you choose.sap official, abap: a unified, git-like diff for a transport request, and a runner for ABAP Test Cockpit checks, both meant for an agent to call rather than a person to click through. Both are new instances of what agent access to your codeAgent access to your codeLetting a coding agent read the project or the system you actually have, reach its model, its objects and its checks, and act on it. In file-based environments that works out of the box; complex systems need dedicated access capabilities. Whatever the environment, the agent also needs project- and framework-specific context, so it understands the thing in front of it rather than guessing from what it remembers of its training data. The transport is incidental: an MCP server, a language server or a CLI answer the same question, and what differs between them is how much of the real thing the agent can see. Distinct from MCP servers, which is a protocol adapter on your own running service, and from agent guidance, which is knowledge handed over as files rather than read from the thing itself.SAP and community, unassessed already covers for ABAP — reading and acting on a real system through ADT — reaching now into a transport's changes and a check run rather than only source and objects.Agent access to your code
ABAP-AI-CODE-TOOLSadded to the atlasabapGit package adding create, modify and delete tools to ABAP AI CodeAgent access to your code
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abap-docadded to the atlasNode.js command writing PDF documentation for an ABAP packageDocumentation
abapconf2026-custom-entitiesadded to the atlasabapconf 2026 talk materials on RAP custom entities
Calling Claude from ABAP: How I Wired SAP AI Core into a Real Business ScenariopublishedA proof of concept wiring SAP AI Core's Claude deployment directly into ABAP with no CAP layer between them: two SM59 HTTP destinations, a hand-written OAuth 2.0 client-credentials exchange, and a regex to unwrap Claude's system/messages response envelope. Most of the effort goes into a system prompt that constrains the model to return one fixed JSON schema of filter fields, which ABAP deserialises with /UI2/CL_JSON and exposes through a RAP custom action so a Fiori search field can drive an OData V4 filter.LLM integration
How to Connect Claude Code to ABAP with Zero-Config MCPpublishedWalks through wiring Claude Code, via its VS Code extension, to a live SAP system through an ABAP remote-filesystem extension built by Marcello UrbaniMarcello Urbanimaintains 14 entries, contributed to 21 entries and its built-in MCP server — a single toggle rather than a hand-rolled Node.js setup — so the agent searches, reads, writes, activates and assigns transports for ABAP objects over the same ADT REST API Eclipse uses, instead of guessing at tables and function modules it has never seen. The demo carries one plain-English prompt through to a real, activated ABAP program on a live S/4HANA system, including a transport-request dialog Claude worked through on its own.Agent access to your code
SAP-samples/abap-cheat-sheetsadded to the atlasABAP syntax cheat sheets with executable demo classes
SAP-samples/abap-partner-reference-applicationadded to the atlasMultitenant S/4HANA Cloud extension built with RAP on BTP ABAP
SAP-samples/abap-platform-analytics-data-modelingadded to the atlasAnalytical ABAP CDS models for the ABAP Flight Reference Scenario
SAP-samples/abap-platform-codejam-latest-features-2602added to the atlasCodeJam on RAP features from cloud releases 2502 to 2602
SAP-samples/abap-platform-rap-workshopsadded to the atlasMaterials for the RAP400 to RAP620 ABAP Cloud workshops
SAP-samples/abap-platform-rap100added to the atlasBeginner RAP workshop building a draft-enabled Fiori elements app
SAP-samples/abap-platform-rap110added to the atlasIntermediate RAP workshop on late numbering, side effects and events
SAP-samples/abap-platform-rap120added to the atlasRAP travel app workshop using SAP Joule for Developers
SAP-samples/abap-platform-rap130added to the atlasRAP travel app workshop built from VS Code via the ADT MCP Server
SAP-samples/abap-platform-rap200added to the atlasGuided workshop building a Travel Processing app in ABAP Cloud
SAP-samples/abap-platform-refscen-flightadded to the atlasFlight Reference Scenario with sample data and services for RAP
SAP-samples/teched2025-AD163added to the atlasTechEd 2025 workshop modelling a RAP object in SAP Build Code
SAP-samples/teched2025-AD164added to the atlasTechEd 2025 workshop rebuilding an ALV app as a RAP-based Fiori app
Using Claude for SAP ABAP development on RFC-only / SAProuter systems (even ECC R/3)publishedvibing-steampunkvibing-steampunkAn ADT-to-MCP bridge in Go that reaches past what ADT exposes — cluster tables decoded, spool and job logs read as tables, the IMG searched, selection texts written back.independent, abap gives Claude read, search, edit and check access to ABAP source over ADT's REST API, but some SAProuters permit only SAP's native RFC and DIAG routes and block raw HTTP to the ICM, so that link can't reach them even though Eclipse ADT can. Eclipse gets through because it tunnels ADT over RFC through the standard SADT_REST_RFC_ENDPOINT function module instead of HTTP, a path the post traces by capturing a live Eclipse session. adt-rfc-bridge reproduces that tunnel as a local HTTP-to-RFC proxy built on PyRFC, put in front of vsp, and the author reports it working on both S/4HANA and classic ECC/R/3 systems where Eclipse ADT already connects.Agent access to your code
Attachmentsname revisedThe map draws every capability as one tile, and a name that spells out its second half ran to three lines at a size nobody could read. The id already carried the short name; the name now matches it. The concern is unchanged: the description and the coverage say what it spans.Attachments
Documentationdescription revisedWidened rather than forked into abap-code-documentation: producing a document of a custom package is the same concern from the writing side. The ABAP coverage moved from community-only to core-and-community because ADT's ABAP Doc export is the core's answer for custom code. Done so abap-doc (staged in intake-20260913-mariokernich) can provide it.Documentation
Reference appsname revisedThe map draws every capability as one tile, and a name that spells out its second half ran to three lines at a size nobody could read. The id already carried the short name; the name now matches it. The concern is unchanged: the description and the coverage say what it spans.Reference apps
Sat 12
Claude Code via MCP: Poor man's Joule, or a practical tool?publishedThe author drives Claude Code against a live ABAP system through vibing-steampunkvibing-steampunkAn ADT-to-MCP bridge in Go that reaches past what ADT exposes — cluster tables decoded, spool and job logs read as tables, the IMG searched, selection texts written back.independent, abap, an ADT-to-MCP bridge that locks and unlocks objects on the agent's behalf so the model can concentrate on the change: extending an ALV report, turning its SELECT into a CDS view, and answering ad-hoc questions over the report's own data. Where Claude got it wrong — a RAP scaffold missing the fields RAP's locking mechanism needs, ORDER as a reserved word — the piece asks where that knowledge would go as a SkillAgent guidancePackaged knowledge you hand a coding agent so it gets a framework right unprompted — skills, rule files, instruction packs. Distinct from agent tooling, which is about building agentic features into your application, and from agent access to your code, where the agent reads the real project instead of being handed a file about it.SAP and community, core adopted it, and concludes Skills' filesystem basis has no home in a system reached only through MCP.Agent access to your code
Tool governancecoverage by ecosystem revisedSAP Integration Suite entered the corpus with a tool-governance edge, so community-only was no longer a true reading of the door. The evidence sentence that was in where_it_stops describes the community skill and moved to community_adds, where the core's own boundary can be stated.Tool governance
Fri 11
@mcp-abap-adt/corereleased 10.0.1ABAP ADT MCP server published as an npm scope and pluginAgent access to your code
fr0ster/mcp-abap-adtreleased 10.0.0Embedding code that imports from
@mcp-abap-adt/core/handlers, /utils or /server, and statements that the project is MIT or GPL-licensed as a whole.Agent access to your codeABAPDocMCPdescription revisedCorrected against the README: it states MIT (GitHub reports no licence file), and it does not state that it builds on vibing-steampunk — that sentence had no source.Agent access to your code
arc-1description revisedCorrected against the README, which documents a shared-credential mode (technical user) beside per-user identity.Agent access to your code
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arc1-adt-abap-mcp-extrequires[0] revisedThe cited sentence is no longer in the README: from 0.5.1 the plugin only contributes tools to SAP's supported server; waking the dormant one was 0.3.x.Agent access to your code
erpl-adtdescription revisedCorrected against the README: prebuilt binaries per platform and pip/uvx installs exist, and telemetry is on by default — neither was stated.Agent access to your code
fgalastri/MCP_ABAPdescription revisedCorrected: the README states MIT; GitHub still reports no licence file in the repository (checked 2026-09-11).Agent access to your code
fr0ster/mcp-abap-adtdescription revisedCorrected against the README: SAP_AUTH_TYPE takes basic, JWT/XSUAA, service key, certificate and kerberos; RFC is a connection type, not an authentication method. 'Four' matched neither count.Agent access to your code
mcp-abap-adtdescription revisedCorrected against the README: it never mentions the second server — only mcp-abap-abap-adt-api's README describes the split — and it does not call itself read-only; its tool table does list only reads.Agent access to your code
mcp-sap-docsdescription revisedCorrected against the README: its offline-sources table lists seventeen repositories, abap-docs-standard through wdi5.Documentation
midasol/sap-mcp-serverdescription revisedCorrected against the README: the four tools it documents (sap_authenticate, sap_query, sap_get_entity, sap_list_services) only read.Agent access to your systems
sap-security-mcpdescription revisedCorrected against the README, whose Deployment section documents running server.py yourself with OAuth.Agent access to your systems
Thu 10
@mcp-abap-adt/coreadded to the atlasABAP ADT MCP server published as an npm scope and pluginAgent access to your code
ABAP Accelerator MCP Serveradded to the atlasAWS's ABAP MCP server for Amazon Q Developer and KiroAgent access to your code
ABAPDocMCPadded to the atlasMCP server turning a transport request into a WRICEF specificationAgent access to your code
ABAPilotadded to the atlasMCP connector for ECC and on-premise S/4HANA with a licensed SAP sideAgent access to your code
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aibap.mcpadded to the atlasGo MCP server that writes, activates and runs ABAP classes via ADTAgent access to your code
arc-1-lspadded to the atlasEdition of ARC-1 that runs ADT calls through adt-lsAgent access to your code
arc1-adt-abap-mcp-extadded to the atlasEclipse add-on enabling the ADT MCP server with read-only toolsAgent access to your code
btp-sap-odata-to-mcp-serveradded to the atlasExposes S/4HANA or ECC OData services as MCP toolsAgent access to your systems
bw-modeling-mcpadded to the atlasMCP server for BW/4HANA modelling objectsAgent access to your code
chandrashekhar-mahajan/abap-mcp-serveradded to the atlasABAP MCP server with ADT tools and five authentication strategiesAgent access to your code
claude-abap-skillsadded to the atlasClaude Code plugins with Clean ABAP rules and templatesAgent guidance
dassian-adtadded to the atlasFork of mcp-abap-abap-adt-api with 25 tools and session recoveryAgent access to your code
erpl-adtadded to the atlasC++ binary speaking the ADT REST API as a CLI and MCP serverAgent access to your code
fgalastri/MCP_ABAPadded to the atlasValidates an ABAP class before it is deployed by converting the global class to a local one and syntax-checking that — plus CDS DDL and table metadata retrieval.Agent access to your code
fr0ster/mcp-abap-adtadded to the atlasABAP MCP server with full CRUD on on-premise and ABAP CloudAgent access to your code
mcp-abap-abap-adt-apiadded to the atlasWrite-oriented MCP server over abap-adt-apiAgent access to your code
mcp-abap-adtadded to the atlasRead-oriented MCP server fetching ABAP programs, classes, tablesAgent access to your code
midasol/sap-mcp-serveradded to the atlasPython MCP server for SAP Gateway OData operationsAgent access to your systems
odata_mcpadded to the atlasPython bridge generating MCP tools from OData v2 metadataAgent access to your systems
odata_mcp_goadded to the atlasGo binary bridging any OData v2 or v4 service to MCPAgent access to your systems
rap-skillsadded to the atlasRAP skills delivered branch-per-target for each deploymentAgent guidance
SAP API Policy Evidence Skilladded to the atlasSkill assessing API usage against the SAP API PolicyTool governance
SAP Power for Kiroadded to the atlasSAP skills for the Kiro IDEAgent guidance
sap-basis-opsadded to the atlasRunbook skills for Basis operations at the OS and database layerAgent guidance
sap-odata-exploreradded to the atlasRust CLI and desktop app for exploring SAP OData servicesAgent guidance
sap-security-mcpadded to the atlasRead-only security analysis MCP server for SAP audits and SoD reviewAgent access to your systems
sapcli Claude Code Pluginadded to the atlasAgents and skills that drive sapcli instead of ADTAgent guidance
secondsky/sap-skillsadded to the atlasForty SAP development plugins for coding agentsAgent guidance
SuperClaude for SAPadded to the atlasClaude Code plugin with an ABAP MCP server and write guardsAgent guidance
vibing-steampunkadded to the atlasADT-to-MCP bridge in Go reaching past what ADT exposesAgent access to your code
workskong/mcp-abap-adtadded to the atlasLight MCP adapter for ABAP over ADT, documented in KoreanAgent access to your code
@mcp-abap-adt/coreentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
ABAP Accelerator MCP Serverentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
ABAPDocMCPentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
ABAPilotentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
Agent guidanceecosystems revisedArtifacts that answer this concern sat behind the ABAP door with no tile to appear under, so browse counted them and rendered nothing. The concern is one a ABAP developer actually decides there, which is the test for opening a door rather than trimming a serves claim.Agent guidance
aibap.mcpentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
Analytic modellingentry, core coverage revisedThe note said the core side of this reading was prose with a citation because SAP's products were not entries. They are now, so the admission is retired rather than left standing as a stale caveat.Analytic modelling
arc-1-lspentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
arc1-adt-abap-mcp-extentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
Attachmentsecosystems revisedArtifacts that answer this concern sat behind the UI5 door with no tile to appear under, so browse counted them and rendered nothing. The concern is one a UI5 developer actually decides there, which is the test for opening a door rather than trimming a serves claim.Attachments
btp-sap-odata-to-mcp-serverentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your systems
bw-modeling-mcpentry, provides, requires revisedBW/4HANA entered as an external rather than a service — it is installed software with releases, not something you subscribe to and bind — which finally gave this edge something to point at.Agent access to your code
chandrashekhar-mahajan/abap-mcp-serverentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
claude-abap-skillsentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
dassian-adtentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
Database connectorsecosystems revisedHANA Cloud and the PostgreSQL hyperscaler option are both BTP services answering which database you run on, and the capability existed on the CAP door alone — so both sat behind the BTP door with no tile to appear under.Database connectors
Documentationecosystems revisedArtifacts that answer this concern sat behind the ABAP door with no tile to appear under, so browse counted them and rendered nothing. The concern is one a ABAP developer actually decides there, which is the test for opening a door rather than trimming a serves claim.Documentation
erpl-adtentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
fgalastri/MCP_ABAPentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
fr0ster/mcp-abap-adtentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
LLM integrationecosystems revisedArtifacts that answer this concern sat behind the UI5 door with no tile to appear under, so browse counted them and rendered nothing. The concern is one a UI5 developer actually decides there, which is the test for opening a door rather than trimming a serves claim.LLM integration
Loading a warehouseentry, core coverage revisedThe note said the core side of this reading was prose with a citation because SAP's products were not entries. They are now, so the admission is retired rather than left standing as a stale caveat.Loading a warehouse
mcp-abap-abap-adt-apientry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
mcp-abap-adtentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
midasol/sap-mcp-serverentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your systems
odata_mcpentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your systems
odata_mcp_goentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your systems
rap-skillsentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
SAP API Policy Evidence Skillentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Tool governance
SAP Power for Kiroentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
sap-basis-opsentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
sap-odata-explorerentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
sap-security-mcpentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README. Filed on the BTP door because there is no door for the SAP product it fronts and hard rule 9 allows one — the same strain recorded on the LeanIX entries.Agent access to your systems
sapcli Claude Code Pluginentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
secondsky/sap-skillsentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
SuperClaude for SAPentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused. Hard rule 7: skills are indexed, never authored here.Agent guidance
Tool governanceecosystems, description revisedThe first clause said "which CAP services", which was true when CAP was the only door. Governing what an agent may call is the concern; which CAP services is one ecosystem's version of it.Tool governance
vibing-steampunkentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
workskong/mcp-abap-adtentry revisedTriaged out of data/crawled/mcp-candidates.json, the sap-ai-mcp-servers sweep. Written from the repository's own README; the catalogue is credited as where it was found and its words are not reused.Agent access to your code
Wed 9
ADT MCP Serveradded to the atlasLocal HTTP MCP server started from ABAP Development Tools for VS CodeAgent access to your code
arc-1added to the atlasMCP server over the ADT REST API for ABAP objectsAgent access to your code
code pal for ABAP — Cloud Editionadded to the atlasClean ABAP check set for ABAP CloudClean code conventions
mcp-sap-docsadded to the atlasMCP server searching seventeen SAP documentation repositoriesDocumentation
Show 6 more
ADT MCP Serverentry revisedEntered from the sap-ai-mcp-servers catalogue, which is credited as the source; the description is written from the project's own README and documentation rather than from the catalogue's line about it. Carries no repository or package because SAP ships none: it is a setting in the VS Code extension, which is the fact worth recording about it.Agent access to your code
Agent access to your codeid, ecosystems revisedAn SAP-published MCP server entered from the sap-ai-mcp-servers catalogue answers this concern on the BTP door, and the door had no tile for it to sit under.Agent access to your code
Agent guidancedescription, ecosystems revisedThe cross-ecosystem sentence said "writes correct CAP", which was true when CAP was the only door. The CAP-specific wording moved into framing_by_ecosystem.cap where it belongs, and the node's own description now describes the concern rather than one ecosystem's version of it.Agent guidance
arc-1entry, provides revisedabap-agent-tooling generalised into agent-code-access: the same concern exists in CAP, and the ABAP framing keeps the local name.Agent access to your code
Documentationcore coverage, ecosystems revisedAn SAP-published MCP server entered from the sap-ai-mcp-servers catalogue answers this concern on the UI5 door, and the door had no tile for it to sit under.Documentation
mcp-sap-docsentry revisedNamed in docs/NEIGHBOURS.md §3.1 as a project of the bestofcapjs author but never entered. It is a documentation retrieval server, not an index of options — the complement posture the same section assigns ARC-1, and hard rule 5 makes it exist here only as an attached entry.Documentation
Tue 8
ABAP CDSadded to the atlasModelling layer of ABAP Cloud above database tablesData modelling
Building an Attachment Upload and Download Solution Using UploadSetwithTable ControlpublishedThe successor control to UploadSet posts the file in one request by default, and against CAP that is wrong: the record has to be created first and the content put to it afterwards. The author states the two-step shape plainly and notes it may not apply to an ABAP backend, which is the kind of boundary that usually goes unsaid. Written during a proof of concept for a reusable attachment component, and it carries the problem they hit with the control.Attachments
ABAP CDSartifact type revisedEntered as package for want of anywhere better on the day the enum had no word for a platform component. Nothing publishes or versions ABAP CDS independently, and there is no adoption decision to make about it, which is what the new value is for.Data modelling
Cachingcore coverage revisedcap.cloud.sap.com does not resolve — the domain is cap.cloud.sap. Found by the first run of the link checker; the citation had carried a checked date since it was written, which is what a date alone is worth.Caching
Mon 7
Agent guidancecore coverage, gap revisedThe gap's premise was that no SAP-published skill existed. One does now, so the gap is no longer about absence — it is about how much of the corpus four skills reach.Agent guidance
Cachinggap revisedSeed text. It claimed nothing credible existed for invalidation driven by CDS change events, which cds-caching answers, so the note described the corpus before that entry rather than the ecosystem.Caching
Fri 4
pyrfc-mcpreleased 0.1.0Earlier setups in which read calls ran without a configured allowlist.Agent access to your systems
Mon 31
Clean ABAPadded to the atlasOpen, versioned style guide for ABAPClean code conventions
Attachmentscore coverage revisedStates renamed to describe who is present rather than to interpret intent. left-open-on-purpose asserted a motive; core-and-community states a fact, with relationship carrying the intent separately.Attachments
Cachingcore coverage revisednarrow-by-design requires saying what the core does and where it stops. With the unsourced core claim removed there is no basis for either, and 'narrow by design' asserts an intent we cannot evidence. Unassessed is the honest state until someone checks.Caching
Database connectorscore coverage revisedStates renamed to describe who is present rather than to interpret intent. left-open-on-purpose asserted a motive; core-and-community states a fact, with relationship carrying the intent separately.Database connectors
Show 2 more
LLM integrationcore coverage revisedStates renamed to describe who is present rather than to interpret intent. left-open-on-purpose asserted a motive; core-and-community states a fact, with relationship carrying the intent separately.LLM integration
Searchcore coverage revisedStates renamed to describe who is present rather than to interpret intent. left-open-on-purpose asserted a motive; core-and-community states a fact, with relationship carrying the intent separately.Search
Sun 23
SuperClaude for SAPreleased 0.6.17Instructions that call
/sc4sap:team or /sc4sap:release, or set SAP_SYSTEM_TYPE to onprem or legacy in a new profile.Agent guidanceTue 18
arc-1released 1.1.0Tool descriptions or prompts that call SAPGit with the
commit action.Agent access to your codeFri 26
fr0ster/mcp-abap-adtreleased 8.0.0Prompts and examples that call
GetView, CreateView or UpdateView, or pass view_name.Agent access to your codeFri 12
SAP Joule for Developers, ABAP AI capabilitiesreleased re-invented, with agentic capabilities, 2026-06-12Guidance that Joule for Developers is a free promotion tied to a system's own release, or that it has no agentic mode.Agent access to your code
Thu 11
arc1-adt-abap-mcp-extreleased 0.4.0Instructions that install the plugin on ADT 3.58 or 3.59, point a client at port 54322, or read the token from
~/.config/arc1/mcp-token.txt.Agent access to your codeSat 30
fr0ster/mcp-abap-adtreleased 6.11.3Instructions that read a whole program with
GetProgFullCode.Agent access to your codeSun 24
fr0ster/mcp-abap-adtreleased 6.9.0Client certificate (mTLS) and Kerberos (SPNEGO) authentication were added for on-premise HTTP connections, selected with
SAP_AUTH_TYPE=certificate or SAP_AUTH_TYPE=kerberos; the release notes say neither had been tried against a live system.Agent access to your codeThu 14
fr0ster/mcp-abap-adtreleased 6.6.0Instructions that profile a run through the
...WithProfiling tools.Agent access to your codeFri 8
arc-1released 0.9.0Prompts or examples that pass
STRU as an object type, or one of the removed slash forms.Agent access to your codeSun 26
arc-1released 0.7.0Any configuration, Docker command or Cloud Foundry manifest that sets
SAP_READ_ONLY, --read-only, --profile or another of the removed variables and flags.Agent access to your codeTue 21
SuperClaude for SAPreleased 0.6.0Setup guides from before 0.6.0 that keep one system's connection in a single
.sc4sap/sap.env file per project.Agent guidanceThu 16
fr0ster/mcp-abap-adtreleased 6.0.0Instructions that list dumps with
RuntimeListDumps or look one up by date and user.Agent access to your codeWed 8
arc-1released 0.5.0A role or API-key setup that grants only
read for table queries, or admin for transport work.Agent access to your codearc-1released 0.6.0Setup instructions that switch on
allowTransportableEdits to edit transportable objects.Agent access to your codefr0ster/mcp-abap-adtreleased 4.9.0Prompts or agent instructions that call
RuntimeAnalyzeDump.Agent access to your codeFri 13
@mcp-abap-adt/corereleased 4.0.0Setup instructions that run the server on Node 18.Agent access to your code
fr0ster/mcp-abap-adtreleased 4.0.0Running the server on Node.js 18.Agent access to your code
Wed 4
@mcp-abap-adt/corereleased 3.0.0Prompts or examples that create an ABAP object and pass its source in the same Create call.Agent access to your code
fr0ster/mcp-abap-adtreleased 3.0.0Examples that pass source code to a Create tool in one call.Agent access to your code
Fri 2
@mcp-abap-adt/corereleased 2.1.3Instructions that release a stuck ADT lock with
adt-unlock-object or manage sessions with adt-manage-sessions.Agent access to your codefr0ster/mcp-abap-adtreleased 2.1.3Guides that lock or unlock objects from the command line with the
adt-* commands.Agent access to your codeTue 30
@mcp-abap-adt/corereleased 2.0.0Embedding examples that call
exporter.registerOnServer(mcpServer, ...).Agent access to your codeMon 22
@mcp-abap-adt/corereleased 1.2.2Embedding code that imports any other class from the v1 server module.Agent access to your code
Sun 23
llm_clientreleased 0.20Code samples that build a chat with
add_message before executing it against the older client interface.LLM integration