qpd-v/mcp-ragdocs

3.6

If you are the rightful owner of mcp-ragdocs and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant).

Tools

Functions exposed to the LLM to take actions

add_documentation

Add a document from a URL to a RAG database

search_documentation

Search for stored documents

list_sources

List all currently stored document sources

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources

Author

qpd-v

Claim Ownership

Verify you have write access to the repository

Version

v0.1.5

Repository

https://github.com/qpd-v/mcp-ragdocs

GitHub Stars

120

License

Apache License 2.0

Last publish date

2024-12-14

Last update date

2025-08-14

Server configs

in cline

{
  "mcpServers": {
    "ragdocs": {
      "command": "node",
      "args": ["C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"],
      "env": {
        "QDRANT_URL": "http://127.0.0.1:6333",
        "EMBEDDING_PROVIDER": "ollama",
        "OLLAMA_URL": "http://localhost:11434"
      }
    }
  }
}

in roo code

{
  "mcpServers": {
    "ragdocs": {
      "command": "node",
      "args": ["C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"],
      "env": {
        "QDRANT_URL": "http://127.0.0.1:6333",
        "EMBEDDING_PROVIDER": "ollama",
        "OLLAMA_URL": "http://localhost:11434"
      }
    }
  }
}

in claude desktop on windows

{
  "mcpServers": {
    "ragdocs": {
      "command": "C:\\Program Files\\nodejs\\node.exe",
      "args": [
        "C:\\Users\\YOUR_USERNAME\\AppData\\Roaming\\npm\\node_modules\\@qpd-v/mcp-server-ragdocs\\build\\index.js"
      ],
      "env": {
        "QDRANT_URL": "http://127.0.0.1:6333",
        "EMBEDDING_PROVIDER": "ollama",
        "OLLAMA_URL": "http://localhost:11434"
      }
    }
  }
}

in claude desktop on macos

{
  "mcpServers": {
    "ragdocs": {
      "command": "/usr/local/bin/node",
      "args": [
        "/usr/local/lib/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"
      ],
      "env": {
        "QDRANT_URL": "http://127.0.0.1:6333",
        "EMBEDDING_PROVIDER": "ollama",
        "OLLAMA_URL": "http://localhost:11434"
      }
    }
  }
}

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Prompts

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Resources

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