vector-mcp

Knuckles-Team/vector-mcp

★ 10 stars Python 🤖 AI/LLM Updated today

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "vector-mcp": {
      "command": "uvx",
      "args": [
        "vector-mcp"
      ]
    }
  }
}

Or install with pip: pip install vector-mcp

a2aa2a-serverag-uichromadbcouchbasemcp-servermongodbmongodb-atlaspgvectorpythonqdrantqdrant-vector-databaseragretrieval-augmented-generation