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better-qdrant-mcp-server

wrediam/better-qdrant-mcp-server

3.1

databases ai_chatbot

If you are the rightful owner of better-qdrant-mcp-server 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 for enhanced Qdrant vector database functionality, providing tools for managing collections, adding documents, and performing semantic searches.

Tools

Functions exposed to the LLM to take actions

list_collections

List all available Qdrant collections

add_documents

Add documents to a Qdrant collection with specified embedding service

search

Search for similar documents in a collection

delete_collection

Delete a Qdrant collection

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources

Author

wrediam

Claim Ownership

Verify you have write access to the repository

Repository

https://github.com/wrediam/better-qdrant-mcp-server

License

MIT License

Last publish date

2025-03-22

Last update date

2025-03-22

Server configs

in claude

{
  "mcpServers": {
    "better-qdrant": {
      "command": "npx",
      "args": ["better-qdrant-mcp-server"],
      "env": {
        "QDRANT_URL": "http://localhost:6333",
        "QDRANT_API_KEY": "your_api_key_if_needed",
        "DEFAULT_EMBEDDING_SERVICE": "ollama",
        "OPENAI_API_KEY": "your_openai_api_key",
        "OPENAI_ENDPOINT": "https://api.openai.com/v1",
        "OPENROUTER_API_KEY": "your_openrouter_api_key",
        "OPENROUTER_ENDPOINT": "https://api.openrouter.com/v1",
        "OLLAMA_ENDPOINT": "http://localhost:11434",
        "OLLAMA_MODEL": "nomic-embed-text"
      }
    }
  }
}

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