idosal/git-mcp
by Various
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
MCP
idosal/git-mcp
Added 1 June 2026
Overview
GitMCP is a free, open-source remote MCP server for any GitHub project. It exposes repository structure, file contents, and commit history to MCP-compatible clients, enabling agents to retrieve real code instead of hallucinating. The server runs on TypeScript and is installed via npm.
Best for
Best for
Developers who want to ground AI coding agents in real GitHub codebases
Use cases
- Feed an AI coding assistant the actual source tree and file contents of a GitHub repo
- Let an agent browse commit history and diffs to understand project evolution
- Ground code generation in real repository data to reduce hallucinations
How to use
Install
npx mcp-remote https://gitmcp.io/{owner}/{repo} Tested with
Claude Desktop, Cursor, Windsurf, Cline, VS Code, ChatGPT
Example client config
{\n "mcpServers": {\n "gitmcp": {\n "url": "https://gitmcp.io/{owner}/{repo}"\n }\n }\n } Notes
GitMCP is a free, open-source remote MCP server for any GitHub project. It exposes repository structure, file contents, and commit history to MCP-compatible clients, enabling agents to retrieve real code instead of hallucinating. The server runs on TypeScript and is installed via npm.
8,121 stars on GitHub. Last updated 2026-05-08. Licensed Apache-2.0.
Use cases
- Feed an AI coding assistant the actual source tree and file contents of a GitHub repo
- Let an agent browse commit history and diffs to understand project evolution
- Ground code generation in real repository data to reduce hallucinations
Pros
- Open source and free with no usage limits
- Works with any public GitHub project without per-repo configuration
- Simple npm install and run setup
Cons
- Requires a running server instance for each session
- Only supports public repositories out of the box
- Dependent on GitHub API rate limits for large repos
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Open source and free with no usage limits
- Works with any public GitHub project without per-repo configuration
- Simple npm install and run setup
Cons
- Requires a running server instance for each session
- Only supports public repositories out of the box
- Dependent on GitHub API rate limits for large repos
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
gitopia/gitopia-mcp-server
Various
MCP server for Gitopia
nguyenvanduocit/all-in-one-model-context-protocol
Various
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
abrinsmead/mindpilot-mcp
Various
See through your agent's eyes. Visualize legacy code, architect new systems, understand everything.
adhikasp/mcp-git-ingest
Various
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
AgentDM: Agent to Agent Communication Platform
ai.agentdm
Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.
AgentDM
ai.agentdm
AgentDM Grid API endpoint. Connect any MCP-compatible AI agent to send and receive direct messages. Supports OAuth 2.0 and API key authentication.
AperionAI/shield
Various
Local guardrails for AI coding agents. Wraps any MCP server and blocks destructive tool calls — DROP TABLE, rm -rf, force-push, unscoped UPDATE/DELETE — before they execute. Free,
ARKALDA/hejdar-mcp
Various
Hejdar MCP Server — runtime policy enforcement for AI agents
avisangle/jenkins-mcp-server
Various
An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.
bartonguestier1725-collab/scout-mcp
Various
bartonguestier1725-collab/scout-mcp — indexed from awesome-mcp-servers-punkpeye
bgauryy/octocode-mcp
Various
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform
calclavia/mcp-obsidian
Various
📇 🏠 - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
cerebrixos-org/tuning-engines-cli
Various
CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories
Contentrain/ai
Various
Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.
costajohnt/oss-autopilot
Various
Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PRs, respond to maintainers, discover issues, maintain velocity.
daniloneto/bitbucket-mcp
Various
MCP server for Bitbucket Cloud, focused on pull-request review workflows
dealx/mcp-server
Various
MCP Server for DealX platform
deslay1/amendor-mcp
Various
Connect your coding agent to Amendor. Pulls change requests into your agent so it builds them and opens PRs.
DigiCatalyst-Systems/dep-diff-mcp
Various
MCP server that reads dependency changelogs and tells you what's risky in an upgrade.
Eltortilla1/synapse-code-mcp
Various
Model Context Protocol server for code intelligence. Lets AI assistants explore your codebase on demand — semantic context with dependency graphs, compressed symbol indexes for Typ
faizbawa/mcp-remote-ssh
Various
MCP server for remote SSH operations -- persistent sessions, structured command execution, SFTP file transfer, and port forwarding for AI agents.
forgemeshlabs/aso-audit-mcp
Various
ASO audit MCP server for Agent Signal Optimization readiness scanning
gitopia/gitopia-mcp-server
Various
MCP server for Gitopia
GittyBurstein/mermaid-mcp-server
Various
MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.
gorosun/unified-diff-mcp
Various
📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
graphpilot-oss/graphpilot
Various
Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.
HasanJahidul/git-insight-mcp
Various
Semantic git queries via MCP. Beyond git log — answer who/what/when/why about any line, file, or branch.
hashicorp/terraform-mcp-server
Various
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) developm
hyperb1iss/lucidity-mcp
Various
AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prom
jasonjmcghee/claude-debugs-for-you
Various
Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
jmrplens/gitlab-mcp-server
Various
Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 870+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.
knewstimek/agent-tool
Various
MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memory, and more
latex-mcp-server
Various
An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.
linuxsuren/atest-mcp-server
Various
MCP Server of API Testing
mark3labs/mcp-filesystem-server
Various
Go server implementing Model Context Protocol (MCP) for filesystem operations.
masondelan/selvedge
Various
Long-term memory for AI-coded codebases. A git blame for AI agents — but for the why. MCP server that captures the agent's reasoning live, in context, as each change is made. Local
Filesystem MCP Server
Anthropic (reference implementation)
Reference MCP server for local filesystem access. The example everyone copies first.
Sequential Thinking MCP Server
Model Context Protocol (reference)
Reference MCP that gives an agent a structured 'think step by step' tool. Surprisingly effective on hard tasks.
mickaelkerjean/filestash
Various
:filefolder: File Management Platform / Universal Data Access Layer (without FUSE)
mikusnuz/app-publish-mcp
Various
Unified MCP server for App Store Connect & Google Play Console — 91 tools for listings, screenshots, releases, reviews & submissions
mikusnuz/npm-mcp
Various
MCP server for npm package management — 32 tools for publish, install, audit, search, security & more
mopanc/depguard
Various
Audit npm packages for security, maintenance, licenses and dependencies. Recommends install or write-from-scratch.
Nishant-Chaudhary5338/mcp-toolkit
Various
9 MCP servers for React + TypeScript automation — component scaffolding, dep auditing, WCAG checking, test generation, TypeScript enforcement, and monorepo management.
nwiizo/tfmcp
Various
🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform config
oraios/serena
Various
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
ozgurcd/gograph
Various
A fast, local-only CLI tool to generate repository structures and improve IDE context awareness for Go codebases.
QuentinCody/github-graphql-mcp-server
Various
🐍 ☁️ - Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other
raohwork/forgejo-mcp
Various
A MCP server that enables you to manage Gitea/Forgejo repositories through AI assistants
raye-deng/open-code-review
Various
🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.
ryan0204/github-repo-mcp
Various
Model Context Protocol server for Github Repo // Reading Github Repo
safedep/vet
Various
Protect against malicious open source packages 🤖
sequa-ai/sequa-mcp
Various
📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
Skyrxin/sast-mcp-server
Various
[](https://glama.ai/mcp/servers/Skyrxin/sast-mcp-server) 🐍 🏠 🍎 🪟 🐧 - SAST/DAST server exposing 11 security scanners (Bandit, Semgrep, Trivy, CodeQL, Checkov, Gitleaks, OSV-Sca
Smart-AI-Memory/empathy-framework
Various
Combining a five-level AI framework with git-native memory overcomes session amnesia, enabling anticipation of problems weeks early. Production results: 2000x cost reduction, 10x+
smart-mcp-proxy/mcpproxy-go
Various
Supercharge AI Agents, Safely
snyk/studio-mcp
Various
🎖️ 📇 ☁️ 🍎 🪟 🐧 - Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.
srclight/srclight
Various
Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerate
st3v3nmw/sourcerer-mcp
Various
MCP for semantic code search & navigation that reduces token waste
TamiShaks-2/git-context-mcp
Various
Local MCP server that extracts high-level Git repository context for AI coding agents
tgeselle/bugsnag-mcp
Various
A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag.
tosin2013/mcp-adr-analysis-server
Various
A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.
wkoverfield/quilt
Various
Tracks which agent wrote which lines when multiple AI agents share one Git checkout.
xChuCx/agent-memory
Various
Local, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates — no cloud.
beardfaceguy/daimonos
Various
[](https://glama.ai/mcp/servers/beardfaceguy/daimonos) 🦀 🏠 🍎 🐧 - Agent-optimized MCP server replacing built-in file, search, exec, and git tools with compact structured JSON. N
eirikb/any-cli-mcp-server
Various
Convert any (whatever) CLI to proper MCP server with tools mapped based on CLI help
gitkraken/gk-cli
Various
GitKraken CLI Releases and Documentation
gitopia/gitopia-mcp-server
Various
MCP server for Gitopia
kaiyuanxiaobing/atomgit-mcp-server
Various
📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
Git MCP Server
Anthropic (reference implementation)
Reference MCP server for Git operations. Read status, diffs, logs, and write commits from inside an agent.
muhannad-hash/git-context-mcp
Various
MCP server that answers why code exists - git blame, PR descriptions, and linked issues
rust-works/omni-dev
Various
AI-powered git commit rewriter, PR generator, and MCP server for Jira, Confluence, and Datadog. Single Rust binary.
Get the free Developer’s Field Guide
A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.
Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.