Alfresco MCP Chat

Example Use Cases

• 1

  Interact with Alfresco MCP APIs locally without exposing the full API surface to the LLM.

• 2

  A lightweight, fast, and secure local LLM integration with Alfresco backend services.

• 3

  A hackable and extensible framework to build custom Alfresco API tooling.

Description

Alfresco MCP Chat transforms hundreds of Alfresco MCP REST API endpoints into a manageable set of 20-50 tools that a local large language model (LLM) can efficiently handle. It runs entirely locally using FastAPI, FastMCP, and Ollama's mistral model, ensuring privacy and fast response times without cloud dependencies. The system features a smart router that selects relevant tools per user query, making the LLM interaction lightweight and focused. This setup is ideal for local development, debugging, and secure usage of Alfresco's extensive API surface.