Version Control MCP servers

GitLab MCP server for MCP 2026-07-28: projects, MRs, files, reviews, pipelines, CI/CD, issues

GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing

Git-backed long-term memory authority for AI agents via MCP.

Read-only search over a local index of your engineering stack (GitHub, Jira, Slack, PagerDuty, Datadog and more): incidents, PRs, deployments and DORA metrics.

Discover and load Agent Skills from configured local directories and Git sources over stdio MCP.

Academic, code and medical-regulatory trend monitoring across arXiv, PubMed, GitHub, Hugging Face and openFDA, with newspaper-style briefings.

Durable context for agents and people: shared notes with Git-style merges, no silent overwrites.

Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, Medium and Twitter, adapted per platform with idempotent state.

Connect an IDE or AI assistant to GitHub Copilot CLI for code analysis, review and batch processing.

Snapshots a project's working state (files, git, plan, decisions) into one context object so a session can move between agents. Local and read-only.

Run GLM (Zhipu/Z.ai) as a sub-agent in Claude Code or GitHub Copilot with its own read/write/edit/run loop, Opus-vs-GLM routing and diff/dry-run oversight.

Checks coding-agent context files (CLAUDE.md, AGENTS.md, SKILL.md) against the git index: broken links, missing paths, undefined commands and drift.

Signed, recomputable safety scores for MCP servers, packages and tools, with offline-verifiable attestations and a GitHub Action to gate CI merges.

AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses.

Generate daily standup notes from git commits across multiple repositories with AI summaries.

MCP server for GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage CI/CD from your IDE

Policy gate for agent-written code: briefs agents on repo-specific team rules and blocks commits that reintroduce documented mistakes via Git hooks and CI.

LaTeX editor for AI agents: live PDF preview, PDF comments that drive edits, git history

MCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki.

Bitbucket Cloud workspaces, repos, PRs, pipelines, issues and source code, hiding tools the API key cannot use.

E2B cloud sandboxes: create isolated Linux VMs, clone repos, run commands, manage files and perform git operations without touching the local machine.

Git branch for your cloud. Understand AWS risk, prove fixes, and ship safer changes.

Search all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.

MCP server for AI-assisted coding with development history: git, tests, Copilot.

Agent context flight recorder: restore after compaction, fan-out packs, signed git-bound receipts.

Queue parallel-agent worktree branches, test together, serialize and recover Git pushes.

Safety boundary for agent written GitHub PR reviews: pending and invisible, submitting is opt-in

Give any Astro Starlight docs site an MCP server. Build-time catalog + stdio server over npx — no hosting required, works on GitHub Pages. Locale- and version-aware.

Structural code context via TypeScript AST analysis: compressed symbol indexes, dependency graphs and git diffs, without a vector database or embeddings.

Give your agent live data from Twitter, Reddit, the web and GitHub. No API keys, no scraping stack.

Compact structured-JSON replacements for built-in file, search, exec and git tools, with git, cargo, gh and docker plugins, output filtering and batching.

Shared context for dev teams: syncs GitHub, Notion and saved decisions into reusable project context that agents load at the start of each session.

Bug-report triage and fix dispatch: plain-English diagnoses of user-reported bugs with evidence, blast radius and a fix prompt, then automated GitHub fix PRs.

Read-only GitHub Actions health checks: wasted CI compute costs, flaky tests from job logs, slow-run analysis and workflow linting with auto-fix previews.

Local-first runtime for coding agents: bounded workspace access, guarded writes, AST search, LSP navigation and diagnostics, and Git tooling.

Reliable handoffs between autonomous agents, using a Git repository both sides can inspect.

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

Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds

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

Parallel Codex CLI workers from any MCP client: one git worktree each, state in SQLite, web board.

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

Structured Git repository analysis: project status, recent activity, code map and risk hotspots.

A Model Context Protocol (MCP) toolkit for GitHub releases management. Features include detailed release information, version comparison, and release listing with rich formatting. Perfect for changelog generation, version tracking, and release documentati

Search and browse 2,900+ official GitLab documentation pages via MCP

Gitopia decentralized Git: repos, issues, PRs, labels, releases, bounties and DAO proposals, with an approval mode for human-in-the-loop.

What's hot in AI right now, ranked with receipts from GitHub, HN, npm and Hugging Face.

Local Git-history memory for coding agents: reverts, suppressions, hotspots, and annotations.

Pull request contribution advisor based on case studies from real repos: merge probability analysis, pattern matching and contribution strategy.