Best GitHub MCP servers

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federation sources

People search API - find 1 billion candidates across LinkedIn and GitHub with real-time data.

Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issues.

Discover, enrich, and rank GitHub repos for an objective with weighted, evidence-based scoring.

Read public GitHub Projects v2 boards without auth — items, fields, story points, priority.

MCP server to scout beginner-friendly OSS issues with high precision using GitHub GraphQL

Polymarket prediction-market intelligence + AI, GitHub & narrative feeds for agents, via x402.

Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key.

Live coding-bounty deal-flow from verified-escrow GitHub bounties for AI agents.

Trace code history, commit reasoning, and PR context directly from Git logs.

SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection

Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…

Generate your daily standup from real GitHub, Jira, Linear, and Slack activity.

Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination

Data-grounded sprint retrospectives from your Jira, GitHub, and Slack activity.

Audit GitHub repos for security, compliance, and EU AI Act exposure from Claude or Cursor.

Enhanced Git MCP Server - Code review, commit analysis, and branch management