MCP Knowledge Server

Example Use Cases

• 1

  Perform natural language semantic search over local document collections.

• 2

  Organize and search knowledge in multiple isolated contexts.

• 3

  Integrate local knowledge bases with AI assistants like GitHub Copilot and Claude Desktop.

Description

The MCP Knowledge Server allows AI coding assistants and agentic tools to leverage local knowledge through semantic search across multiple document formats and contexts. It supports smart OCR for scanned documents, asynchronous processing, and persistent storage using ChromaDB. The server integrates seamlessly with tools like GitHub Copilot CLI and Claude Desktop, ensuring all processing is local and private.