Best MCP Servers for GitHub in 2026
1,071 tools indexed · avg score 88.5 · sorted by AgentRank score
The AgentRank index tracks 1,071 github tools. The top-ranked entry is aeonfun/aeon at 98.3 points. Across the 10 shown here, the average AgentRank score is 88.5, 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/aeon98.3
The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval loops. Configure once, forget forever.
Ranks here on 770 GitHub stars and a commit within the last week, plus 96% of issues closed.Freshness 30.8Issue health 29.7Stars 14.8Contributors 12.3Description 6.2 - #2jgravelle/jcodemunch-mcp96.1
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 2.8k GitHub stars and a commit within the last week, plus 99% of issues closed.Freshness 30.8Issue health 30.5Stars 15.4Contributors 12.3Description 6.2 - #3Anil-matcha/open-agent-connector91.5
Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News, and custom HTTP actions over MCP or REST.
Ranks here on 838 GitHub stars and a commit within the last week, plus 100% of issues closed.Freshness 30.8Issue health 30.8Stars 15.0Contributors 7.9Description 6.2 - Ranks here on 34k GitHub stars and a commit within the last week, plus 72% of issues closed.Freshness 30.8Issue health 22.2Stars 15.4Contributors 12.3License 4.6
- #5saivedant169/AegisFlow86.8
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 87% of issues closed.Freshness 30.8Issue health 26.9Contributors 10.4Stars 8.0Description 6.2 - #6scaccogatto/okf-skills85.6
The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Plugin, agent skills, and a GitHub Action.
Ranks here on 408 GitHub stars and an active commit 13 days ago, plus 91% of issues closed.Freshness 28.7Issue health 28.1Stars 13.4Contributors 6.5License 4.6 - #7miantiao-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 - Ranks here on an active commit 10 days ago and 100% of issues closed.Issue health 30.8Freshness 29.6Stars 10.2Contributors 8.4License 4.6
- #9sattyamjjain/agent-audit-kit84.7
Static scanner for MCP-connected AI agent pipelines. 388 rules across 14 categories, 14 compliance frameworks, OWASP Agentic 10/10 + MCP 10/10, GitHub Action, SARIF, public CVE-to-rule ledger.
Ranks here on a commit within the last week and 98% of issues closed.Freshness 30.8Issue health 30.2Contributors 7.2Description 6.2Stars 5.7 - #10MykytaStel/repopilot83.9
Local, deterministic review of Git changes: weakened tests and CI gates, security boundaries, blast radius. CLI, GitHub Action, MCP server, and coding-agent plugins.
Ranks here on a commit within the last week and 100% of issues closed.Freshness 30.8Issue health 30.8Stars 7.2Description 6.2License 4.6