mcp-documentation-server MCP server

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides

What mcp-documentation-server does

Summarised from the project README; check the repository for the latest details.

Tools exposed (12)

• add_document – Add a document (title, content, optional metadata)
• list_documents – List all documents with metadata and content preview
• get_document – Retrieve the full content of a document by ID
• delete_document – Remove a document, its chunks, database entries, and associated files
• process_uploads – Process all files in the uploads folder (chunking + embeddings)
• get_uploads_path – Returns the absolute path to the uploads folder
• list_uploads_files – Lists files in the uploads folder with size and format info
• get_ui_url – Returns the Web UI URL (e.g. http://localhost:3080) — useful to open the dashboard or to locate the uploads folder from the browser
• search_documents – Semantic vector search within a specific document
• search_all_documents – Hybrid (full-text + vector) cross-document search
• get_context_window – Returns a window of chunks around a given chunk index
• search_documents_with_ai – 🤖 AI-powered search using Gemini (requires `GEMINIAPIKEY`)

Requirements

• Node.js (runs with npx)

How to install mcp-documentation-server MCP in Claude Desktop, Cursor and VS Code

claude mcp add --transport stdio documentation -- npx -y @andrea9293/mcp-documentation-server

{
  "mcpServers": {
    "documentation": {
      "command": "npx",
      "args": [
        "-y",
        "@andrea9293/mcp-documentation-server"
      ]
    }
  }
}

{
  "mcpServers": {
    "documentation": {
      "command": "npx",
      "args": [
        "-y",
        "@andrea9293/mcp-documentation-server"
      ]
    }
  }
}

{
  "servers": {
    "documentation": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@andrea9293/mcp-documentation-server"
      ]
    }
  }
}

Add to config generator – combine it with other servers, or get the Windsurf format.

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