Vector Db

mcp服务器矢量数据库

用于向量数据库操作的MCP（模型上下文协议）服务器。提供一个统一的界面，通过标准MCP工具与Pinecone、Weaviate、Qdrant和ChromaDB进行交互。

建筑

flowchart TD
    A[MCP Client] -->|stdio| B[MCP Server]
    B --> C{Provider Router}
    C --> D[Pinecone]
    C --> E[Weaviate]
    C --> F[Qdrant]
    C --> G[ChromaDB]

    B --> H[upsert_vectors]
    B --> I[query_vectors]
    B --> J[delete_vectors]
    B --> K[list_collections]
    B --> L[create_collection]
    B --> M[get_collection_stats]

    style A fill:#4A90D9,stroke:#2C5F8A,color:#FFFFFF
    style B fill:#2ECC71,stroke:#1A9B52,color:#FFFFFF
    style C fill:#F39C12,stroke:#C47F0E,color:#FFFFFF
    style D fill:#8E44AD,stroke:#6C3483,color:#FFFFFF
    style E fill:#E74C3C,stroke:#B83A2F,color:#FFFFFF
    style F fill:#1ABC9C,stroke:#148F77,color:#FFFFFF
    style G fill:#3498DB,stroke:#2476AB,color:#FFFFFF
    style H fill:#D4AC0D,stroke:#B7950B,color:#FFFFFF
    style I fill:#D4AC0D,stroke:#B7950B,color:#FFFFFF
    style J fill:#D4AC0D,stroke:#B7950B,color:#FFFFFF
    style K fill:#D4AC0D,stroke:#B7950B,color:#FFFFFF
    style L fill:#D4AC0D,stroke:#B7950B,color:#FFFFFF
    style M fill:#D4AC0D,stroke:#B7950B,color:#FFFFFF

支持的提供商

工具

安装

npm install
npm run build

配置

设置环境变量以配置提供程序：

export VECTOR_PROVIDER=pinecone    # pinecone | weaviate | qdrant | chromadb
export VECTOR_API_KEY=your-key
export VECTOR_HOST=your-host
export VECTOR_URL=http://localhost:6333

用法

独立

npm start

码头工人

docker build -t mcp-server-vector-db .
docker run -i --rm \
  -e VECTOR_PROVIDER=qdrant \
  -e VECTOR_URL=http://host.docker.internal:6333 \
  mcp-server-vector-db

MCP客户端配置

{
  "mcpServers": {
    "vector-db": {
      "command": "node",
      "args": ["dist/index.js"],
      "env": {
        "VECTOR_PROVIDER": "pinecone",
        "VECTOR_API_KEY": "your-api-key"
      }
    }
  }
}

许可证

MIT许可证-请参阅 许可证 了解详情。