git-mcp-server and gitlab-mcp-server
These are complements: the Git-focused MCP server provides low-level repository operations (clone, commit, branch, diff) while the GitLab-focused MCP server layers GitLab-specific abstractions (projects, issues, merge requests, CI/CD) on top, allowing an AI agent to both manipulate repositories directly and manage GitLab's platform features in the same session.
About git-mcp-server
cyanheads/git-mcp-server
An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git operations including clone, commit, branch, diff, log, status, push, pull, merge, rebase, worktree, tag management, and more, via the MCP standard. STDIO & HTTP.
Provides 28 tools organized by workflow (staging, branching, remote ops, advanced), plus session-based resource management and a structured wrap-up prompt for guided git workflows. Built on pluggable architecture with declarative tool definitions, dependency injection via tsyringe, and support for commit signing—with cross-runtime detection for Bun and Node.js via auto-spawned git processes. Integrates with MCP clients (Cline, Claude Desktop) over stdio or HTTP transports, with configurable git identity, path sanitization for security, and optional OpenTelemetry observability.
About gitlab-mcp-server
Alosies/gitlab-mcp-server
A fully-typed TypeScript MCP server for comprehensive GitLab API integration with Claude Desktop. Manage projects, issues, merge requests, CI/CD pipelines, and job logs with advanced features for large-scale DevOps workflows.
Implements the Model Context Protocol (MCP) as a stdio-based server, enabling Claude Desktop to execute GitLab operations through natural language queries while maintaining full TypeScript type safety across all API interactions. Supports advanced merge request workflows including threaded discussions, inline code comments, and review state management, plus self-hosted GitLab instances via configurable base URLs. Architecture uses environment-based configuration for token authentication and optional configuration files for extended setup.
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