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MCP RAG Docs

qpd-v

让智能体从网址或本地文件导入文档,存入 Qdrant 向量库并做语义检索。

Setup

Choose your client, copy the config, then fill in any required environment variables.

Add to CursorAdd to VS Code

claude mcp add rag-docs --env EMBEDDING_PROVIDER='<EMBEDDING_PROVIDER>' --env OLLAMA_URL='<OLLAMA_URL>' --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env QDRANT_URL='<QDRANT_URL>' -- node C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js

Environment variables

  • EMBEDDING_PROVIDER
  • OLLAMA_URL
  • OPENAI_API_KEY
  • QDRANT_URL

Replace the placeholders with your own credentials and keep them out of version control.