Best Git AI Skills & MCP Servers

MCP server that connects Jira (Cloud + Server) with GitHub/GitLab to automate your dev workflow. Branch creation, issue transitions, PR/MR generation, and custom flow playbooks — all from your AI assistant.

A Model Context Protocol (MCP) server for routine bot operations.

Context Engineering Toolkit — generate GitHub Copilot customization files (agents, prompts, instructions, skills, hooks, MCP servers, agentic workflows) via a multi-agent AI pipeline with interactive CLI and 11 built-in templates.

MCP server to create, read, update, list, and search GitHub Gists from your IDE

2-tool OpenAPI-driven MCP server for GitLab

MCP server for developer workflows — PR review, daily reports, task management, plugin research

MCP server for local Git repository intelligence — commit summaries, changelogs, blame analysis, branch health, and semantic diffs

Graph-powered code intelligence for AI agents. Index any codebase, query via MCP or CLI.

Github Copilot modernization tools for MCP

Model Context Protocol (MCP) server for advanced GitHub repository analysis and code discovery. Provides AI assistants with powerful tools to search, analyze, and understand codebases across GitHub.

腾讯云开发 MCP Server，通过AI提示词和MCP协议+云开发，让开发更智能、更高效,当你在Cursor/ VSCode GitHub Copilot/WinSurf/CodeBuddy/Augment Code/Claude Code等AI编程工具里写代码时，它能自动帮你生成可直接部署的前后端应用+小程序，并一键发布到腾讯云开发 CloudBase。

Advanced GitLab MCP server

DigitalOcean MCP Implementation,

Loki Mode by Autonomi. Autonomous spec-to-product system: takes a PRD, GitHub issue, OpenAPI/JSON/YAML, or one-line brief to a deployed app via the RARV-C closure loop with 11 quality gates. Provider-agnostic (Claude Code, OpenAI Codex, Cline, Aider).

MCP server for lousy-agents - provides AI coding assistant tools via the Model Context Protocol

MCP server for Azure DevOps Server 2022 / TFS - READ-ONLY access to builds, work items, releases, git, pipelines, and test results

MCP server for GitHub Projects V2 - Ralph workflow automation

MCP server that bridges Claude Code, OpenCode, GitHub Copilot CLI and other MCP clients to a Chrome tab. Per-tool permissions, multi-agent mode (multiple MCP clients sharing one bridge), persistent UI map across sessions.

GitLab MCP Server - A Model Context Protocol server for GitLab integration

A terminal coding agent powered by Kimi K2.6, routed through your own Cloudflare AI Gateway — per-request logs, response caching, authoritative cost. Web search, GitHub, headless browser, LSP, MCP, local memory, 262k context.

Production-ready GitLab MCP Server with progressive disclosure pattern

A comprehensive Model Context Protocol (MCP) server that provides Git repository management capabilities for AI assistants and automation tools. Includes 29 Git operations + 11 workflow combinations with complete CLI alias system and advanced developer pr

A Model Context Protocol (MCP) server for Jira Cloud integration. Enables AI assistants like GitHub Copilot and Claude to search issues, manage tickets, log work, handle sprints, and interact with your Jira instance seamlessly. Features 91 tools for compr

Shared utilities for Paparats MCP - path validation, gitignore filtering, language-aware exclude patterns