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Everything we list for working with GitHub from an AI coding tool: 314 skills, 14 MCP servers and plugins, 3 prompts. Start with a skill if there is one, since it teaches your agent how GitHub works, then add a server or plugin for live access and use the prompts to get going.
Prepare or rewrite REA release changelogs and GitHub release notes from pinned Git history, with verified contributor thanks and Release Please synchronization.
Add a community extension to the Spec Kit catalog from a GitHub issue submission. USE FOR: processing extension submission issues, validating catalog entries, updating catalog.community.json and…
Reviews Spec Kit code changes for consistency with applicable design documents, positive and negative test coverage, regression evidence for bug fixes, and consistent repository terminology. Use…
Triage GitHub issues, review contributor pull requests, diagnose CI, and prepare explicitly requested releases for VoiceStudio's Electron desktop app and Python backend. Use for repository…
Take a GitHub issue, an open PR, or a plan file from plans/ and drive it to a merge-ready PR — reproduce with a failing test first, implement the fix (bugs) or feature (plans), verify against the…
Comprehensive GitHub code review with AI-powered swarm coordination
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
Label GitHub issues and PRs found during QA testing. Use when organizing QA findings with proper labels.
Triage and resolve GitHub PR review comments one by one, interactively. Use when the user asks to handle, address, respond to, or resolve PR review comments, or mentions reviewer feedback on a pull…
Use when a DeerFlow maintainer needs comment-only GitHub issue or PR handling: resolve issue/PR scopes with gh, analyze issues, post or draft issue comments, perform PR review comments, review PR or…
Act as a GitHub Repository Analyst to perform in-depth analysis and suggest improvements for repository structure, documentation, code quality, and community engagement.
Advanced prompt for comprehensive software repository analysis across any language or stack. Combines static analysis, dependency scanning, threat modeling, and dynamic testing to identify and…
Act as a GitHub Repository Analyst. You are an expert in software development and repository management with extensive experience in code analysis, documentation, and interaction with the GitHub…
| # | Name | Type | Works with | Score | Stars | Updated |
|---|---|---|---|---|---|---|
| 1 | github Official GitHub MCP server for repository management. Create issues, manage pull requests, review code,… | Plugin | Claude Code | 79 | 46k | today |
| 2 | GitDiagram Architecture diagrams, explanations and Mermaid source for public GitHub repositories. | MCP server | Claude Code, Cursor | 76 | 19k | 5d ago |
| 3 | saidsef-mcp-github-pr-issue-analyser A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.… | MCP server | Claude Code, Cursor | 76 | 6 | yesterday |
| 4 | agnix Lint agent configurations before they silently fail. 414 validation rules across Claude Code, Codex CLI,… | Plugin | Claude Code | 72 | 468 | today |
| 5 | githits GitHits is the code context layer for Claude Code. It provides two capabilities: (1) Code navigation:… | Plugin | Claude Code | 70 | 124 | today |
| 6 | vibe-replay Turn AI coding sessions into shareable, interactive replays. Auto-generates GitHub PR artifacts (markdown +… | Plugin | Claude Code | 64 | 38 | today |
| 7 | claudebase A Claude Code plugin that backs up and restores your complete Claude Code environment to a private GitHub… | Plugin | Claude Code | 63 | 26 | 20d ago |
| 8 | Hint-Services-obsidian-github-mcp Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy… | MCP server | Claude Code, Cursor | 61 | 10 | 11mo ago |
| 9 | github-talent-mcp MCP server for technical recruiting. Search GitHub developers by language, location, and activity. Get deep… | Plugin | Claude Code | 58 | 9 | 9d ago |
| 10 | product-discovery Run a product initiative as a tracked journey — not a toolbox of one-shot answers. Persistent state across… | Plugin | Claude Code | 53 | 11 | 3mo ago |
| 11 | agent-estimate Effort estimation for AI coding agents. PERT three-point estimation with METR reliability thresholds,… | Plugin | Claude Code | 53 | 6 | 9d ago |
| 12 | sharedoc-mcp Share agent-generated Markdown as links — GitHub gists today, your own server tomorrow. | MCP server | Claude Code, Codex, Cursor, Gemini CLI | 47 | 13 | 2mo ago |
| 13 | skill-seekers Transform 17 source types into AI-ready skills and RAG knowledge. Ingest documentation sites, GitHub repos,… | Plugin | Claude Code | 46 | 16 | 8mo ago |
| 14 | gh-guard GH-Guard hardens CI/CD pipelines for Rust projects. It generates production-tested GitHub Actions workflows… | Plugin | Claude Code | 40 | 15 | 8mo ago |