MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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MCP server that validates and formats git commit messages per the Udacity Git Commit Message Style Guide.
npm MIT -
smart-commitgithub.com/subhayu99/smart-commitupdated this year
An AI-powered git commit message generator with repository context awareness, built with Python and Typer.
MIT ★ 2 -
MCP server that validates & formats git commit messages per the Udacity style guide
MIT -
commit-message-ai-mcpgithub.com/csoai-org/commit-message-ai-mcpupdated this year
AI-powered commit message ai MCP server for agents. Supports generate commit, parse diff, suggest type. By MEOK AI Labs.
pypi MIT License -
commit-discipline-mcpgithub.com/ayush-singh-0601/commit-discipline-mcpupdated this year
Plan and enforce small, test-gated Git commits through MCP or a CLI.
npm MIT -
mcp_git_commit_generatorgithub.com/LuiccianDev/mcp_git_commit_generatorupdated this year
Servidor MCP para la generación automática y estandarizada de mensajes de commit a partir de cambios en el repositorio.
MIT -
mcp-pre-commitgithub.com/ars-system/mcp-pre-commitupdated this year
MCP tool server for managing git repositories and pre-commit hooks
npm MIT -
Generate GitHub issues from git history: group commits into closed issues that link their commits. CLI + MCP server for Claude Code, Codex, Cursor.
MIT ★ 1 -
Generate conventional commit messages from your staged git changes using Model Context Protocol (MCP)
MIT ★ 9 -
mcp-pre-commitgithub.com/ars-system/mcp-pre-commitupdated this year
MCP tool server for managing git repositories and pre-commit hooks. Automatically detects project type (Python/JS/TS) and configures appropriate pre-commit hooks with Black, Flake8, ESLint, Prettier, and more.
MIT -
Keep AI coding agents honest: plan tasks into small, test-gated Git commits through MCP or CLI on Windows, macOS, and Linux.
MIT ★ 1 -
Autonomous multi-agent AI platform for GitHub repository lifecycle management. MoE routing, self-healing workers, LLM mesh gateway, RAG-enhanced context, enterprise governance. [Archived]
NOASSERTION ★ 2 -
MCP-powered, agentic commit workflow: AI agents (Claude Code, Cursor) and developers commit through your team rules. Checked, formatted and enforced on every commit.
npm MIT -
Conventional Commits and Conventional Branch enforcement, validation, and generation
MIT -
Conventional Commits and Conventional Branch enforcement, validation, and generation
pypi MIT -
AI-powered git commit rewriter, PR generator, and MCP server for Jira, Confluence, and Datadog. Single Rust binary.
BSD-3-Clause ★ 2 -
veyra-memorygithub.com/aquariosan/veyra-memoryupdated this year
Persistent memory for AI agents. Reads are free. Writes require Veyra commit mode.
npm MIT -
Best-in-class automated timesheet generation from git commits with intelligent time estimation
npm MIT -
veyra-bookmarksgithub.com/Aquariosan/veyra-bookmarksupdated this year
Bookmark manager for AI agents. Read freely, save with Veyra commit mode.
MIT -
veyra-tasksgithub.com/Aquariosan/veyra-tasksupdated this year
Task management for AI agents. Read freely, write with Veyra commit mode.
MIT -
veyra-notesgithub.com/Aquariosan/veyra-notesupdated this year
Note-taking for AI agents. Read freely, write with Veyra commit mode.
MIT -
veyra-memorygithub.com/Aquariosan/veyra-memoryupdated this year
Persistent memory for AI agents. Reads free, writes require Veyra commit mode.
MIT -
veyra-webhooksgithub.com/Aquariosan/veyra-webhooksupdated this year
Protected webhook sender for AI agents. Read freely, send with Veyra commit mode.
MIT -
veyra-contactsgithub.com/Aquariosan/veyra-contactsupdated this year
Persistent contact management for AI agents. Read freely, write with Veyra commit mode.
MIT -
veyra-snippetsgithub.com/Aquariosan/veyra-snippetsupdated this year
Code snippet storage for AI agents. Read freely, write with Veyra commit mode.
MIT -
veyra-formsgithub.com/Aquariosan/veyra-formsupdated this year
Form builder and response collector for AI agents. Read freely, write with Veyra commit mode.
MIT -
Smart Git Model Context Protocol (MCP) server & CLI for conventional commits, pre-PR security secret audits, and merge conflict resolution.
MIT -
Real-time tool usage tracking, agent telemetry, progress tracking, and automated commit-readiness evaluation MCP server.
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Let agents fill the blanks in a file, and prove they touched nothing else. CLI, pre-commit, GitHub Action, MCP server.
MIT -
⚡ Crash-consistent Two-Phase Commit (2PC) & WAL engine for AI agent workflows. Zero dirty state, zero hallucinated rollbacks.
MIT ★ 5 -
Verify agent-authored change claims at exact Git commits with an evidence-first PR gate and local MCP.
npm MIT -
Run Ansible from Claude. Every change undoes itself unless it's confirmed: an on-host rollback timer (commit-confirmed) for Linux and MikroTik RouterOS, approve once per playbook version.
MIT -
repo-mcpgithub.com/westkevin12/repo-mcpupdated this year
A professional-grade MCP server for cleaning Git repositories. Automate secret audits with TruffleHog, sanitize history using git-filter-repo, and intelligently squash noise commits to transform messy dev logs into clean, production-ready codebases.
GPL-3.0 ★ 2 -
R&D tax-credit evidence from your git history: a tax year's commits by component and person, and the commits that look like experimentation (reverts, unmerged branches, spikes, benchmarks), each traced to its commit, in a dated pack for your accountant. Local; no account, no LLM. Not tax advice.
MIT -
@mseep/backlog-mcp-servergithub.com/nulab/backlog-mcp-serverupdated this year
  
npm MIT -
autologygithub.com/Curt-Park/autologyupdated this year
A Claude Code plugin that turns AI-assisted work into a shared living ontology. Captures decisions, conventions, and context autonomously into typed, interlinked knowledge nodes (git-committed markdown). Navigate the ontology as a graph, trace conceptual paths between ideas, and catch doc-code drift before every commit.
MIT ★ 25 -
MCP server that gives coding agents git-backed, per-repo memory: Markdown memories in a per-repo git store keyed to the repo's root-commit SHA, every write a commit. Tools to write, search and seed memory from a repo's tree, package.json and docs.
MIT -
Writgithub.com/withwrit/pywritno update data
Writ — the gate before the write. Commit-time policy checks for AI agents.
smithery -
fridaigithub.com/chloeeekim/fridaiupdated this year
Local MCP server for recalling past code, commits, and AI conversations — search-only, no local LLM required
pypi MIT License -
A reification layer between LLM conversations and your commitments. MCP server + floating pane.
npm MIT -
A MCP server that provides automated worklog generation from git commits with AI enhancement and seamless Povio dashboard integration.
npm MIT ★ 4 -
gitstorygithub.com/cognis-digital/gitstoryupdated this year
Changelog and release notes from conventional commits
NOASSERTION -
MCP server for GitHub activity insights - commit patterns, streaks, stars, languages, weekly reports
MIT -
A Model Context Protocol server for Bitbucket Cloud repositories, pull requests, commits, and reviews.
npm ISC -
Breaking-change detector for OpenAPI / GraphQL across commits
NOASSERTION -
MCP server that lets Claude investigate production incidents by correlating GitHub commits/PRs with live server logs over SSH.
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runwhen-platform-mcpgithub.com/runwhen-contrib/runwhen-platform-mcpupdated this year
RunWhen Platform MCP Server — exposes workspace chat, issues, SLXs, run sessions, and Tool Builder (script run/commit) to MCP clients (Cursor, Claude Desktop, etc.)
pypi Apache-2.0 -
git-summary-mcpgithub.com/yifanyifan897645/git-summary-mcpupdated this year
MCP server for local Git repository intelligence — commit summaries, changelogs, blame analysis, branch health
MIT -
Standalone LangChain execution recorder with durable local journaling and prepaid L402 scanner commitments.
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git-helper-ai-mcpgithub.com/csoai-org/git-helper-ai-mcpupdated this year
MCP server for git helper ai. Features parse diff, generate commit message, analyze branch. From MEOK AI Labs.
npm MIT -
One MCP memory for every coding project on every machine: projects, reusable assets, sessions, commits, search
pypi Apache-2.0 -
Local-first issue tracker with git commit linking in one SQLite file and one CLI+MCP binary.
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The AI-powered workspace that automatically transforms raw Git commits into polished, platform-native release notes.
Apache-2.0 ★ 2 -
A Model Context Protocol server for Bitbucket Cloud repositories, pull requests, commits, and reviews.
npm ISC -
MCP server for analyzing Next.js React Profiler exports: render summaries, rerender causes, hot commits, and profile diffing
npm MIT -
🧪 TheNovaNodes Ecosystem: Production-grade Model Context Protocol (MCP) server for Mail.ru (IMAP, SMTP, WebDAV) in Go with Two-Phase Commit HITL.
MIT ★ 1 -
AutoDoc-McpServergithub.com/IseduardoRezende/AutoDoc-McpServerupdated this year
AutoDoc is an MCP server of type stdio that automatically analyzes Git commits and generates structured daily CSV reports.
Apache-2.0 ★ 3 -
mcp-coding-thinkergithub.com/awssat/mcp-coding-thinkerupdated this year
Code editing with reasoning transparency. MCP server that thinks, validates syntax, formats, and commits changes safely.
MIT -
opencodesearchgithub.com/BrosnanYuen/opencodesearchupdated this year
Largescale MCP server for codebase search with background indexing and automatic updating to git commits in rust
GPL-3.0 ★ 1 -
aiflaregithub.com/aiflaredev/aiflareupdated this year
Capture the why behind every AI-assisted commit. Claude Code skills + hooks + MCP server.
MIT