Best GitHub MCP servers

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar

Provider agnostic skills implementation, with skills sourced from local paths or GitHub repositories

Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event streaming

ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.

Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.

Get GitHub repository stats, search repos, analyze languages, and compare projects

Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Actions.

MCP server for PR code review, commit messages, changelogs, and secret detection.

Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

Local-first MCP server for code search, repository intelligence, comparison, and safe file edits.

MCP server for Bitbucket API - manage repositories, pull requests, comments, pipelines and more

Workflow timing analysis, configuration audit and billing insight for GitHub Actions.

Superhero MCP — wraps akabab.github.io/superhero-api (free, no auth)

GitLab MCP — wraps the GitLab REST API v4 (BYO API key)

BioModels — the public repository of curated, executable mathematical models of biological systems…

Static analysis scanner for MCP server code and multi-tenant SaaS applications.

Read-only codebase audits for coding agents: secrets, RLS, deps, review verdicts. No writes.

GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

Commit Message Ai MCP Server by MEOK AI Labs

Local AI workbench for IBM Maximo data: every change is staged, diffed and approved before commit.