RAG Docs MCP

Name: RAG Docs MCP
Author: sanderkooger

sanderkooger

开始使用源码仓库

Indexes documentation and retrieves it by vector search, with embeddings from Ollama or OpenAI.

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-sanderkooger --env EMBEDDINGS_PROVIDER='<EMBEDDINGS_PROVIDER>' --env OLLAMA_BASE_URL='<OLLAMA_BASE_URL>' --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env QDRANT_API_KEY='<QDRANT_API_KEY>' --env QDRANT_URL='<QDRANT_URL>' -- npx -y @sanderkooger/mcp-server-ragdocs

~/.codex/config.toml

[mcp_servers.rag-docs-sanderkooger]
command = "npx"
args = ["-y", "@sanderkooger/mcp-server-ragdocs"]
env = { EMBEDDINGS_PROVIDER = "<EMBEDDINGS_PROVIDER>", OLLAMA_BASE_URL = "<OLLAMA_BASE_URL>", OPENAI_API_KEY = "<OPENAI_API_KEY>", QDRANT_API_KEY = "<QDRANT_API_KEY>", QDRANT_URL = "<QDRANT_URL>" }

# codex mcp add rag-docs-sanderkooger --env EMBEDDINGS_PROVIDER='<EMBEDDINGS_PROVIDER>' --env OLLAMA_BASE_URL='<OLLAMA_BASE_URL>' --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env QDRANT_API_KEY='<QDRANT_API_KEY>' --env QDRANT_URL='<QDRANT_URL>' -- npx -y @sanderkooger/mcp-server-ragdocs

~/.cursor/mcp.json

{
  "mcpServers": {
    "rag-docs-sanderkooger": {
      "command": "npx",
      "args": [
        "-y",
        "@sanderkooger/mcp-server-ragdocs"
      ],
      "env": {
        "EMBEDDINGS_PROVIDER": "<EMBEDDINGS_PROVIDER>",
        "OLLAMA_BASE_URL": "<OLLAMA_BASE_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "rag-docs-sanderkooger": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@sanderkooger/mcp-server-ragdocs"
      ],
      "env": {
        "EMBEDDINGS_PROVIDER": "<EMBEDDINGS_PROVIDER>",
        "OLLAMA_BASE_URL": "<OLLAMA_BASE_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

~/.gemini/settings.json

{
  "mcpServers": {
    "rag-docs-sanderkooger": {
      "command": "npx",
      "args": [
        "-y",
        "@sanderkooger/mcp-server-ragdocs"
      ],
      "env": {
        "EMBEDDINGS_PROVIDER": "<EMBEDDINGS_PROVIDER>",
        "OLLAMA_BASE_URL": "<OLLAMA_BASE_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

claude_desktop_config.json

{
  "mcpServers": {
    "rag-docs-sanderkooger": {
      "command": "npx",
      "args": [
        "-y",
        "@sanderkooger/mcp-server-ragdocs"
      ],
      "env": {
        "EMBEDDINGS_PROVIDER": "<EMBEDDINGS_PROVIDER>",
        "OLLAMA_BASE_URL": "<OLLAMA_BASE_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

.trae/mcp.json

{
  "mcpServers": {
    "rag-docs-sanderkooger": {
      "command": "npx",
      "args": [
        "-y",
        "@sanderkooger/mcp-server-ragdocs"
      ],
      "env": {
        "EMBEDDINGS_PROVIDER": "<EMBEDDINGS_PROVIDER>",
        "OLLAMA_BASE_URL": "<OLLAMA_BASE_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "QDRANT_URL": "<QDRANT_URL>"
      }
    }
  }
}

需要的环境变量

EMBEDDINGS_PROVIDER
OLLAMA_BASE_URL
OPENAI_API_KEY
QDRANT_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

相关推荐