Best GitHub MCP servers

Auto-generate changelogs from GitHub PRs with AI-powered categorization and rewriting.

GitHub repo analytics, trending repos, contributor stats, and language breakdowns.

Checks a coding agent's handback against the pull request's GitHub record. No model decides.

Verified coding workflows with planning, verification, bounded retries, evidence, and evolution.

Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.

Searchable access to GitLab documentation from multiple repositories with full-text search.

Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.

Give an agent a calendar it can book without double-booking: find, hold, then commit atomically.

Find where one dependency is constrained differently across a repository's manifests.

Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.

Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.

MCP server for GitLab and GitHub

GitLab MCP (Model Context Protocol) server for AI agents

Webhook URLs for AI agents: receive, wait for, replay, sign and verify webhooks (Stripe, GitHub…).

WHO IRIS — the Institutional Repository for Information Sharing.

tldr-pages MCP — fetched from the canonical github repo.

MCP server that provides access to Repology package repository data

GitHub engineering acceleration signals for venture deal flow across 15 sectors.

gitignore MCP — github/gitignore templates.

Lifts WxO Slack limits: every-message wake-up, multi-channel MCP. https://markusvankempen.github.io/

EBI PRIDE Archive MCP — proteomics (mass-spectrometry) data repository.

MetaboLights MCP — EBI's metabolomics study repository.