MCP RAG Docs

Name: MCP RAG Docs
Author: qpd-v

qpd-v

开始使用源码仓库

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。

接入配置

选择客户端，复制配置，再按项目文档补齐环境变量。

一键添加到 Cursor 一键添加到 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

~/.codex/config.toml

[mcp_servers.rag-docs]
command = "node"
args = ["C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"]
env = { EMBEDDING_PROVIDER = "<EMBEDDING_PROVIDER>", OLLAMA_URL = "<OLLAMA_URL>", OPENAI_API_KEY = "<OPENAI_API_KEY>", QDRANT_URL = "<QDRANT_URL>" }

# codex 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

~/.cursor/mcp.json

{
  "mcpServers": {
    "rag-docs": {
      "command": "node",
      "args": [
        "C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "<EMBEDDING_PROVIDER>",
        "OLLAMA_URL": "<OLLAMA_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "rag-docs": {
      "type": "stdio",
      "command": "node",
      "args": [
        "C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "<EMBEDDING_PROVIDER>",
        "OLLAMA_URL": "<OLLAMA_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

~/.gemini/settings.json

{
  "mcpServers": {
    "rag-docs": {
      "command": "node",
      "args": [
        "C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "<EMBEDDING_PROVIDER>",
        "OLLAMA_URL": "<OLLAMA_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

claude_desktop_config.json

{
  "mcpServers": {
    "rag-docs": {
      "command": "node",
      "args": [
        "C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "<EMBEDDING_PROVIDER>",
        "OLLAMA_URL": "<OLLAMA_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

.trae/mcp.json

{
  "mcpServers": {
    "rag-docs": {
      "command": "node",
      "args": [
        "C:/Users/YOUR_USERNAME/AppData/Roaming/npm/node_modules/@qpd-v/mcp-server-ragdocs/build/index.js"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "<EMBEDDING_PROVIDER>",
        "OLLAMA_URL": "<OLLAMA_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

需要的环境变量

EMBEDDING_PROVIDER
OLLAMA_URL
OPENAI_API_KEY
QDRANT_URL

把占位值换成你自己的密钥；不要把密钥提交到代码仓库。

接入配置

需要的环境变量

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