MCP Servers

codeix

★ 9

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase. Pre-built index committed to git, instant queries via MCP.

GitLab

★ 9

Integrates with the GitLab REST API to manage repositories, issues, and merge requests.

Git Commit Aider

★ 8

Make git commits on behalf of AI to track AI contributions in your codebase.

Tenets

★ 8

Offline MCP server that ranks & summarizes code using BM25, TF-IDF, embeddings & git signals; integrates with Cursor, Claude Desktop and Windsurf; privacy preserving.

GitHub

★ 7

Interact with GitHub repositories, including file operations, repository management, and search.

LAIN-mcp

★ 7

Rust MCP server that gives AI coding agents architectural awareness — persistent knowledge graph, blast radius analysis, co-change detection via git, and local semantic search. No API keys, runs entirely on-premise.

AtomGit

★ 7

An MCP server for interacting with the AtomGit API for version control and code hosting.

Engram

★ 7

Prevents regression by providing Blast Radius data to AI based on your git history

SilbercueSwift

★ 6

iOS simulator automation MCP server — build, test, screenshot (20ms), UI interaction, logging, git. Direct WDA integration, no Appium overhead. 55 tools, Free + Pro tier.

FrankenClaw

★ 6

Modular MCP toolbox that gives AI agents controlled access to shell, files, Git, Ollama, Shopify, and more — without losing cost or model control.

Git MCP Server

★ 6

An MCP server for performing Git operations and integrating with GitHub.

Armis Security Scanner

★ 6

AI-powered security scanning. Scans code, files, and git diffs for vulnerabilities in real-time using the Armis scanning API.

GitHub PR & Issue Analyser

★ 6

Analyze GitHub pull requests and manage issues, tags, and releases.

GitHub Repository

★ 6

Provides access to the contents of a GitHub repository.

AgentGuard

★ 6

AI Agent Supply Chain Security - Intercepts and validates every package installation, git clone, and script download triggered by AI coding agents before it executes.

GitHub MCP Server

★ 6

Integrate GitHub functionalities into AI assistants using the GitHub CLI.

GitLab

★ 6

A GitLab integration server providing access to GitLab's RESTful API tools, built on the fastmcp framework.

Krimto

★ 5

Open-source team memory layer for AI coding agents. Markdown files in git, a user→team→org hierarchy, one cross-vendor MCP server. Apache-2.0.

Ridge

★ 5

Reverse-engineer architecture from source code (Go, TypeScript, Python) or markdown. 19 tools for architecture graphs, drift detection between git refs, and validation rules.

MCP Git Repo Browser

★ 5

A server for browsing and interacting with local Git repositories.

tokentoll

★ 4

Scan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.

GIT-Pilot

★ 4

A powerful GitHub automation and management tool providing a comprehensive API wrapper for GitHub operations.

GitLab Kanban

★ 3

A server for managing GitLab Kanban board operations.

Windows CLI

★ 3

Interact with Windows command-line interfaces like PowerShell, CMD, Git Bash, and WSL.

Memstate AI

★ 3

Agent memory with git-like version control. Custom LLMs turn conversations into structured facts with automatic conflict detection - your agent sees how decisions evolved, not four contradictory text blobs. 80% token reduction vs RAG/graph systems. MCP + REST.

MCP Analytics with GitHub OAuth

★ 3

A remote MCP server with GitHub OAuth authentication and built-in analytics tracking.

GitLab

★ 2

Interact with GitLab repositories, issues, and merge requests through an MCP-compliant server.

Nextflow Developer Tools

★ 2

An MCP server for Nextflow development and testing, which requires a local clone of the Nextflow Git repository.

Git Commit Message Generator

★ 2

Generates Conventional Commits style commit messages using LLM providers like DeepSeek and Groq.

Git MCP Server

★ 2

An MCP server for performing Git operations.