git-mcp-server and gitlab-mcp
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
structured-world/gitlab-mcp
Advanced GitLab MCP server
Implements 44 tools across 18 GitLab entity types (projects, MRs, pipelines, work items, wiki) using CQRS architecture with `browse_*` query and `manage_*` command patterns. Supports multi-instance deployments with per-instance OAuth 2.1, multiple transports (stdio, SSE, StreamableHTTP), and fine-grained feature flags for selective tool enablement. Integrates directly with Claude Desktop, VS Code, and other MCP clients via npm or Docker.
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