# github-repo-summarizer

> Use this tool when you need to generate a concise PDF report of a public GitHub repository, summarizing its codebase, recent commits, and suggesting improvements. It solves the problem of manually reviewing and documenting repository contents, providing a quick overview of the project's status and potential areas for improvement. The tool takes a public GitHub repository as input and outputs a locally generated PDF report, making it ideal for developers, project managers, and contributors seeking to efficiently review and refine their codebases.

Canonical page: https://skillsregistry.net/skills/rajat1994-mcp-server-github-repo-summarizer  
JSON: https://api.skillsregistry.net/v1/skills/rajat1994-mcp-server-github-repo-summarizer

## Description

An MCP server that turns any public GitHub repository into a PDF report containing a codebase summary, the most recent commits, and suggested improvements — generated locally by an Ollama model.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/l5klai16es)
- **Repository:** <https://github.com/rajat1994/mcp-server-github-repo-summarizer>

## 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": "rajat1994-mcp-server-github-repo-summarizer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rajat1994-mcp-server-github-repo-summarizer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rajat1994-mcp-server-github-repo-summarizer/pull`

---
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