needle-mcp

概述

Needle MCP 服务器为 LLM 连接到文档数据源提供标准化接口。用户可组织管理 PDF、DOCX、XLSX 等格式的文档，并通过 Claude Desktop 执行语义搜索。服务器提供远程和本地安装选项，支持多种客户端配置方法。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• create_collection

  Create a new collection for organizing documents

  试试:Create a new collection called 'Technical Docs'试试:Make a collection named 'Research Papers'
• add_document

  Add a document to a collection

  试试:Add this document to the collection, which is https://needle.app试试:Add PDF file to collection
• search_collection

  Search within collections for information

  试试:Search the collection for information about AI试试:Find documents about machine learning
• list_collections

  List all available collections

  试试:List all my collections试试:Show me my collections

说明：inferred from usage examples in README, no explicit tool documentation

可对比工具

安装

{
  "mcpServers": {
    "needle": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://mcp.needle.app/mcp",
        "--header",
        "Authorization:Bearer ${NEEDLE_API_KEY}"
      ],
      "env": {
        "NEEDLE_API_KEY": "<您的-needle-api-key>"
      }
    }
  }
}

{
  "mcpServers": {
    "needle": {
      "command": "uv",
      "args": ["--directory", "/path/to/needle-mcp", "run", "needle-mcp"],
      "env": {
        "NEEDLE_API_KEY": "<您的-needle-api-key>"
      }
    }
  }
}

FAQ

支持哪些文档格式？

Needle MCP 服务器支持 PDF、DOCX、XLSX 及其他多种文件格式。

能否与其他 AI 助手一起使用？

当前文档明确说明与 Claude Desktop 的集成，但 MCP 协议可能支持未来扩展到其他助手。

needle-mcp 对比