Best MCP Servers for GitHub in 2026
263 tools indexed · avg score 87.1 · sorted by AgentRank score
The AgentRank index tracks 263 github tools. The top-ranked entry is aeonfun/aeon at 97.3 points. Across the 10 shown here, the average AgentRank score is 87.1, and 10 had a commit in the last 30 days. The most common primary language is Python.
GitHub MCP servers give AI agents programmatic access to repositories, issues, pull requests, and code search. They let agents read and write code, review PRs, and automate release workflows directly against the GitHub API.
Top 10 GitHub MCP Servers
- #1aeonfun/aeon97.3
Official Aeon - the open-source autonomous AI agent framework. Runs unattended on your GitHub Actions, self-healing skills, drives Claude Code, Codex, Grok & more. Not affiliated with OpenAI.
Ranks here on 756 GitHub stars and a commit within the last week, plus 93% of issues closed.Freshness 30.8Issue health 28.6Stars 14.8Contributors 12.3Description 6.2 - #2jgravelle/jcodemunch-mcp94.9
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ token...
Ranks here on 2.7k GitHub stars and a commit within the last week, plus 96% of issues closed.Freshness 30.8Issue health 29.4Stars 15.4Contributors 12.3Description 6.2 - #3scaccogatto/okf-skills88.9
The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Plugin, agent skills, and a GitHub Action.
Ranks here on 397 GitHub stars and a commit within the last week, plus 95% of issues closed.Freshness 30.8Issue health 29.4Stars 13.3Contributors 6.5License 4.6 - #4saivedant169/AegisFlow88.4
Local-first policy gateway for coding agents. Allow, review, or block MCP, shell, SQL, GitHub, and HTTP actions with scoped credentials and signed evidence.
Ranks here on a commit within the last week and 93% of issues closed.Freshness 30.8Issue health 28.5Contributors 10.4Stars 8.0Description 6.2 - Ranks here on 33k GitHub stars and a commit within the last week, plus 73% of issues closed.Freshness 30.8Issue health 22.3Stars 15.4Contributors 12.3License 4.6
- #6miantiao-me/github-stars85.5
A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.
Ranks here on a commit within the last week and 100% of issues closed.Freshness 30.8Issue health 30.8Stars 10.6License 4.6Contributors 4.4 - #7saidsef/mcp-github-pr-issue-analyser83.2
A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a stand...
Ranks here on a commit within the last week and 100% of issues closed.Freshness 30.8Issue health 30.8Contributors 6.5Description 6.2License 4.6 - #8AwesomeHou/dsh-plugin-marketplace82.7
Plugin marketplace for DeepSeek Harness — live-syncs the GitHub dsh-plugin topic (1800+ repos) into a searchable, paginated settings tab with one-click install and agent tools (market_search / mark...
Ranks here on an active commit 15 days ago and 100% of issues closed.Issue health 30.8Freshness 27.9Stars 7.6Description 6.2Contributors 5.6 - #9SCStelz/security-investigator82.3
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Ranks here on 247 GitHub stars and a commit within the last week, plus 75% of issues closed.Freshness 30.8Issue health 23.1Stars 12.3Contributors 7.2License 4.6 - #10bobmatnyc/claude-mpm81.0
Claude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude
Ranks here on an active commit 26 days ago and 100% of issues closed.Issue health 25.6Freshness 19.7Downloads 12.2Contributors 9.7Stars 9.4