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README Insight

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Provides tools to summarize README files from local paths or public Git repositories into structured JSON summaries. It enables users to quickly extract key fac

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About

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.

README

Small MCP server that summarizes README files from either a local path or a public Git repository. It exposes:

  • Tools: readme_summary for local paths and readme_from_git for remote repos
  • Resources: readme://local/current for accessing the current directory's README
  • Prompts: analyze_readme for analyzing a README's completeness

What it shows

  • How to define MCP tools, resources, and prompts
  • How to summarize README content from local files or Git URLs
  • A clear, demo-friendly use case

Setup

git clone /home/naeemgtng/projects/example-mcp
cd example-mcp
npm install

Run

npm run dev

Example Claude MCP setup

claude mcp add readme-insight -- npx tsx /home/naeemgtng/projects/example-mcp/src/server.ts

Example tool calls

{
  "name": "readme_summary",
  "arguments": {
    "path": "."
  }
}
{
  "name": "readme_from_git",
  "arguments": {
    "repo_url": "https://github.com/user/repo"
  }
}

Example output

{
  "summary": "First paragraph of the README...",
  "key_facts": [
    "Install",
    "Run",
    "Example tool call"
  ]
}

Resources

The server exposes one resource:

URI Description
readme://local/current Returns the README from the current working directory

Prompts

The server exposes one prompt:

Name Description Arguments
analyze_readme Analyze a README for completeness repo_url (required): Git repository URL

Example prompt call:

{
  "name": "analyze_readme_prompt",
  "arguments": {
    "repo_url": "https://github.com/user/repo"
  }
}

Read about it here

from github.com/naeem-gitonga/example-mcp

Installing README Insight

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/naeem-gitonga/example-mcp

FAQ

Is README Insight MCP free?

Yes, README Insight MCP is free — one-click install via Unyly at no cost.

Does README Insight need an API key?

No, README Insight runs without API keys or environment variables.

Is README Insight hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install README Insight in Claude Desktop, Claude Code or Cursor?

Open README Insight on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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