I want help with repos, pull requests and reviews
Servers for GitHub, GitLab, and Git, plus skills for diff analysis. Your agent files issues, reviews pull requests, and drafts comments.
MCP servers for this
- MCP server

Repowise
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
7.9kActive- Runs locally
- No auth
- Free
Setup documented for Cursor, Claude Desktop- MCP server
- Official
- Featured

GitHub
GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
34kActive- Runs locally
- Remote
- API key
- OAuth
Setup documented for Claude Code, VS Code (GitHub Copilot), Cursor, Claude Desktop and 1 more- MCP server
- Official

GitDiagram
GitDiagram
Architecture diagrams, explanations and Mermaid source for public GitHub repositories.
19kActive- Remote
- No auth
Setup documented for Claude Code, VS Code (GitHub Copilot), GitHub Copilot CLI, Codex and 5 more- MCP server
- Official

Azure DevOps (ADO)
Microsoft
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
2.1kActive- Remote
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), Codex, Cursor and 2 more- MCP server

GitLab MCP Server
GitLab
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
2.1kActive- Runs locally
- API key
- OAuth
Setup documented for Claude Code, VS Code (GitHub Copilot), GitHub Copilot CLI, Codex and 3 more- MCP server
- Official

sem
Ataraxy Labs
Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents
3.4kActive- Runs locally
- No auth
- Free
Setup documented for Claude Code- MCP server
- Official

Atlassian Rovo MCP Server
Atlassian
Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.
1.1kActive- Remote
- API key
- OAuth
Setup documented for Claude Code, VS Code (GitHub Copilot), GitHub Copilot CLI, Codex and 5 more- MCP server
- Official

gk-cli
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
461Active- Runs locally
- MCP server

Octocode MCP - AI Context Platform
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
956Active- Runs locally
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), Cursor- MCP server
- Official

Git
A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models.
92kActive- Runs locally
- No auth
Setup documented for VS Code (GitHub Copilot), Claude Desktop, Zed- MCP server

Hex Graph
Deterministic layered code graph MCP server with framework overlays and SCIP interop.
584Active- Runs locally
Setup documented for Claude Code- MCP server

loki-mode
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.
1.1kActive- Runs locally
Setup documented for Claude Code, VS Code (GitHub Copilot), Cursor- MCP server

Claudexor
Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.
519Active- Runs locally
Setup documented for Claude Code- MCP server

packmind
Packmind captures, scales, and enforces your organization's technical decisions.
319Active- Remote
- MCP server

SonarQube MCP Server
Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.
675Active- Runs locally
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), GitHub Copilot CLI, Codex and 2 more- MCP server
- Official

Buildkite MCP server
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.
56Active- Runs locally
- API key
- MCP server

Skill_Seekers
English | 简体中文 | 日本語 | 한국어 | Español | Français | Deutsch | Português | Türkçe | العربية | हिन्दी | Русский
15kActive- Runs locally
- API key
Setup documented for Claude Code, Cursor, Claude Desktop, OpenCode and 4 more- MCP server
- Official

GitWarren
Code review on your own machine, for you and your coding agent. Nothing leaves your computer.
130Active- Runs locally
Setup documented for Claude Code, Gemini CLI, Cline- MCP server

trace-mcp
Code graph MCP: 81 languages, 91 frameworks, 72.7% fewer PR-review tokens, comprehension at parity
198Active- Runs locally
Setup documented for Claude Code- MCP server

atlassian-dc-mcp-bitbucket
MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
106Active- Runs locally
- API key
Setup documented for Claude Code, Claude Desktop- MCP server

GitHits
Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
119Active- Runs locally
- Remote
Setup documented for Claude Code, Gemini CLI, Windsurf- MCP server

gitwand
Auto-resolves Git merge conflicts so agents only touch the complex hunks.
192Active- Runs locally
Setup documented for Claude Code, Claude Desktop- MCP server

codegraph
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.
134Active- Runs locally
Setup documented for Claude Code, VS Code (GitHub Copilot)- MCP server

git-mcp-server
Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.
243Active- Runs locally
Setup documented for Cline
Skills for this
- Skill

finishing-a-development-branch
This skill guides the agent through verifying tests, determining the environment, and presenting options to integrate, push, or discard completed development work.
307kActive- No scripts
- Needs network
- Skill

receiving-code-review
This skill provides a structured pattern for agents to receive, verify, and implement code review feedback while prioritizing technical correctness and avoiding performative communication.
307kActive- No scripts
- Needs network
- Skill

lean-ctx
For coding workflows, start with Claude Code, Cursor or Codex. The installation matrix distinguishes first-class paths from other compatibility references.
3.9kActive- Bundles scripts
- Needs network
Setup documented for Claude Code, Cursor- Skill

Aegis
Make your AI coding agent trustworthy: fewer reworks, safer changes, proof before "done".
1.4kActive- Bundles scripts
- Needs network
Setup documented for Claude Code, VS Code (GitHub Copilot), GitHub Copilot CLI, Codex and 2 more- Skill

review
NeoLabHQ
Comprehensive multi-agent code review system that examines code from multiple specialized perspectives to catch bugs, security issues, and quality problems before they reach production.
1.8kActive- No scripts
- Needs network
Setup documented for Claude Code- Skill

jules
Delegate coding tasks to Google Jules AI agent for asynchronous execution. Use when user says: 'have Jules fix', 'delegate to Jules', 'send to Jules', 'ask Jules to', 'check Jules sessions', 'pull Jules results', 'jules add tests', 'jules add docs', 'jules review pr'. Handles: bug fixes…
447Active- No scripts
- Skill

great_cto
See the work. Trace the decisions.
108Active- Bundles scripts
Setup documented for Codex- Skill

git-pushing
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git…
689Slow- Bundles scripts
- Skill

review-implementing
Process and implement code review feedback systematically. Use when user provides reviewer comments, PR feedback, code review notes, or asks to implement suggestions from reviews.
689Slow- No scripts
- Skill

github-image-upload
Upload local images and other files (PDF, zip, log, …) to GitHub and embed them in a pull request description, an issue, or a comment — producing canonical github.com/user-attachments URLs (private-repo uploads stay private). Use when asked to "attach a screenshot to the PR", "add an image to the…
280Active- No scripts