# Needle MCP Server

> Needle MCP Server — yugaaank-needle-mcp. Use this tool when you need to extract, classify, and summarize large amounts of text data locally, with automatic context management and caching. It solves problems related to information overload, data privacy, and inefficient text analysis, by providing a secure and efficient way to process text on your machine. The tool takes in text data as input and outputs structured and summarized information, making it ideal for use cases where data security and local processing are essential.

Canonical page: https://skillsregistry.net/skills/yugaaank-needle-mcp  
JSON: https://api.skillsregistry.net/v1/skills/yugaaank-needle-mcp

## Description

Enables local structured extraction, classification, and summarization of text with automatic context management and caching, keeping data on your machine.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/uwpj78m9bw)
- **Repository:** <https://github.com/yugaaank/needle-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "yugaaank-needle-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/yugaaank-needle-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/yugaaank-needle-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt