APM MCP Server

Example Use Cases

• 1

  Answer user questions about Agile practices by searching a curated Agile Practice Map knowledge base.

• 2

  List available Agile practices and obtain the canonical URL for a given practice.

• 3

  A self-hosted RAG backend (Chroma + LLM) to integrate APM knowledge into chat clients or automation workflows.

Description

This MCP server exposes tools to search the Agile Practice Map (APM) knowledge base and return practice lists and practice URLs. It uses a Chroma vector store for retrieval-augmented generation (RAG) and requires an OpenAI API key to run LLM queries. The project includes utilities to build the vector database from source text or URLs and is distributed under the MIT license for easy self-hosting. It is designed to integrate with MCP-capable clients like Claude Desktop or run in Docker.