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yugaaank

Needle MCP Server

by yugaaank
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Python
Local

Needle MCP Server

Production-ready MCP server for local structured extraction, classification, and summarization.

CI License: MIT

Needle MCP 让软件能够处理你机器上的结构化数据。它使用 Cactus Needle 模型，因此数据保留在本地，响应速度也更快。

功能

  • 从任何文本中提取 JSON 结构化数据，无需编写提示词。

  • 自动丢弃不必要的上下文，以保持在模型上下文窗口内。

  • 在将大型文档发送到大语言模型之前，在本地对其进行分块和搜索。

  • JSON 修复步骤保证结果可解析。

  • SQLite 缓存可即时返回相同的请求。

Related MCP server: document-intelligence-mcp

安装

uv tool install git+https://github.com/yugaaank/needle-mcp

用法

Claude Code

claude mcp add needle -- needle

Cursor

cursor mcp add needle -- needle

Claude Desktop

claude mcp add needle -- /path/to/needle

CLI

needle

许可证

MIT – 详见 LICENSE 文件。

This server cannot be installed

A
license - permissive license
Not graded
quality - not tested
B
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

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