Github

io.github.rog0xPublished by GitHub account rog0xv1.0.1Updated Oct 24, 2026

GitHub analytics - repos, PRs, issues, releases, contributors

VerifiedSTDIODesktop onlyDeveloper ToolsData & Analytics

Overview

AI-generated overview

Local MCP server that gives an AI assistant GitHub analytics tools for repositories, pull requests, issues, releases and contributors.

What you can do
  • Analyze a repository: stars, forks, open issues, language breakdown, top contributors and weekly commit trends
  • Summarize a pull request: diff stats, categorized file changes, review status and recent comment excerpts
  • Triage open issues: categorize by labels and keywords, suggest priorities, flag likely duplicates and stale issues
  • Generate release notes and show contributor statistics for a date range
When to use it
Useful when you want an assistant to read and summarize public GitHub repositories, review pull requests, sort through open issues, or draft release notes without switching to the GitHub web UI.
Requirements
Runs locally as a Node.js process (Node.js 18 or later) started over stdio, configured in the client's MCP settings. Public repositories work without authentication; an optional GitHub personal access token can be passed as a token parameter to raise the API rate limit from 60 to 5,000 requests per hour. Network access to the GitHub API is required.
Before you install
The optional GitHub personal access token is passed as a tool parameter, so it may appear in conversation or logs; use a token with minimal scope. Unauthenticated use is limited to 60 requests per hour. Repository data is fetched from the GitHub API, and the tools are read-only analytics rather than write operations.

Installation

In SourceWeft

  1. Open Github in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

mcp-github-tools

An MCP (Model Context Protocol) server that provides GitHub analytics and management tools for AI agents. Analyze repositories, summarize pull requests, triage issues, generate release notes, and track contributor activity — all through a standardized tool interface.

Tools

github_repo_analyzer

Analyze a GitHub repository and get a comprehensive overview including stars, forks, open issues, language breakdown, top contributors, and weekly commit activity trends.

github_pr_summarizer

Summarize a pull request with diff stats, categorized file changes, review status (approvals, change requests, pending reviewers), and recent comment excerpts.

github_issue_triage

Analyze open issues in a repository. Automatically categorizes issues by labels and keywords (bug, feature, docs, security, etc.), suggests priorities based on engagement and age, identifies potential duplicates using text similarity, and flags stale issues.

github_release_notes

Generate release notes from commits between two references (tags, branches, or SHAs). Categorizes commits using conventional commit patterns and produces both Markdown and structured JSON output.

github_contributor_stats

Get contributor statistics within a configurable time window: commits, PRs opened/merged, code reviews, and identification of first-time contributors.

Requirements

  • Node.js 18 or later
  • No authentication required for public repositories
  • Optional GitHub personal access token for higher rate limits (5,000 requests/hour vs 60)

Installation

bash
git clone https://github.com/rog0x/mcp-github-tools.gitcd mcp-github-toolsnpm installnpm run build

Configuration

Claude Desktop

Add to your Claude Desktop configuration file:

Windows: %APPDATA%\Claude\claude_desktop_config.json macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

json
{  "mcpServers": {    "github-tools": {      "command": "node",      "args": ["D:/products/mcp-servers/mcp-github-tools/dist/index.js"]    }  }}

Claude Code

Add the server using the CLI:

bash
claude mcp add github-tools node D:/products/mcp-servers/mcp-github-tools/dist/index.js

Or add it to your .claude/settings.json:

json
{  "mcpServers": {    "github-tools": {      "command": "node",      "args": ["D:/products/mcp-servers/mcp-github-tools/dist/index.js"]    }  }}

Usage Examples

Once connected, the tools are available to the AI agent automatically. Here are example prompts:

  • "Analyze the repository facebook/react"
  • "Summarize PR #1234 in vercel/next.js"
  • "Triage open issues in microsoft/vscode"
  • "Generate release notes for rust-lang/rust from 1.75.0 to 1.76.0"
  • "Show contributor stats for the last 30 days in nodejs/node"

GitHub Token

All tools accept an optional token parameter for authenticated requests. Without a token, the GitHub API allows 60 requests per hour. With a token, the limit increases to 5,000 requests per hour.

You can create a personal access token at github.com/settings/tokens. No special scopes are required for public repository access.

License

MIT

Source: README.md at commit f821cb2

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.0.1LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts