# README Insight MCP

> Use this tool when you need to quickly extract key information from README files or Git repositories, and automate the process of summarizing project documentation into structured JSON outputs. It solves the problem of manually sifting through lengthy documentation to find essential project details. Ideal for use cases where rapid project overview and fact extraction are required, such as project onboarding or repository analysis.

Canonical page: https://skillsregistry.net/skills/naeem-gitonga-example-mcp  
JSON: https://api.skillsregistry.net/v1/skills/naeem-gitonga-example-mcp

## Description

Provides tools to summarize README files from local paths or public Git repositories into structured JSON summaries. It enables users to quickly extract key facts and project overviews from documentation through automated tool calls.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/x9hudt6e4a)
- **Repository:** <https://github.com/naeem-gitonga/example-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": "naeem-gitonga-example-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/naeem-gitonga-example-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/naeem-gitonga-example-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