Best GitHub MCP servers

Lets AI coding agents coordinate asynchronously through a private git repository. No server.

Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools).

Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.

Local-first GitHub contribution research workbench

Validate & format git commit messages per the Udacity Git Commit Message Style Guide.

让 AI 用自然语言管理 Gitee 仓库：查 star、管 Issue、基于 commit 生成中文 CHANGELOG（原生无此 API）

Free MCP server: compute a GitHub repo maintenance/abandonment health score from live data.

MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, claim status.

Check whether an npm package, GitHub Action, MCP server or Docker image is dead or abandoned.

MCP server + tools for the Forge E-- generative-music authoring loop (compile / run / commit).

Share agent-generated Markdown as links — GitHub gists today, your own server tomorrow.

Ask a repository what depends on what. Every answer cites the file, line and commit it came from.

Schedule a GitHub Projects backlog into Google Calendar, as a CLI or an MCP server.

AI-powered MCP server for generating GitHub issues and detecting semantic duplicates.

Read-only, commit-pinned repository context for coding agents.

MCP server for analyzing React Profiler exports: rerenders, commit spikes, slow components.

Safety boundary for agent written GitHub PR reviews: pending and invisible, submitting is opt-in

Scope-gated Linear project administration with optional GitHub and Obsidian evidence adapters

Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.

MCP server for WHOOP health data — recovery, sleep, workouts, cycles, and trends.

MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.

Portable MCP runtime for RTL logs and VCD; repository setup adds FSDB and site EDA integration