GitLab 을 위한 가장 포괄적인 Model Context Protocol (MCP) 서버 — 86 개의 도구, 엔터프라이즈용, 활발히 유지

The most comprehensive Model Context Protocol (MCP) server for GitLab — 86 tools, enterprise-ready, actively maintained.

Feature	yoda-digital/mcp-gitlab-server ⭐	zerefel/gitlab-mcp 1023★	rifqi96/mcp-gitlab 18★	HainanZhao/mcp-gitlab-jira 9★
Total Tools
86
~15
~12
~20
npm Package
✅ Published
❌ Source only
❌ Source only
❌ Source only
CI/CD Pipelines
✅ Full management
❌ Missing
Wiki Management
✅ Project + Group
❌ Missing
❌ Missing
❌ Missing
Member Management
✅ Project + Group
❌ Missing
❌ Missing
❌ Missing
Protected Branches
✅ Full CRUD
❌ Missing
❌ Missing
❌ Missing
Labels & Milestones
✅ Complete CRUD
Group Operations
✅ Full coverage
❌ Missing
❌ Missing
Releases
✅ Full management
❌ Missing
❌ Missing
❌ Missing
SSE Transport
✅ Supported
❌ stdio only
❌ stdio only
❌ stdio only
Read-Only Mode
✅ Built-in
❌ Missing
❌ Missing
❌ Missing
Active Maintenance
✅ Feb 2026
Jira Integration
🗓️ Roadmap
❌ Missing
❌ Missing
✅ Basic

Repository Management— Search, create, fork, archive repositories
File Operations— Read, create, update, delete files with full branch support
Branch Management— Create, list, delete branches
Issue Tracking— Create, list, filter, close issues with advanced search
Merge Requests— Full MR lifecycle: create, review, approve, merge
CI/CD Pipelines— List, trigger, retry, cancel pipelines + job logs
Wiki Management— Create, update wikis with attachment support (project + group)
Member Management— List and manage project/group members
Group Operations— List projects, members, manage group resources
Activity Tracking— Monitor events, commit history, project activity
Labels & Milestones— Full label and milestone management
Protected Branches— Configure branch protection rules
Releases— Create and manage project releases

Both Transports— stdio + Server-Sent Events (SSE)
Consistent API— Standardized pagination and response formatting
Strong Typing— Built with MCP SDK for type safety
Read-Only Mode— Safe exploration without write access
Error Handling— Comprehensive error messages and validation

npm install @yoda.digital/gitlab-mcp-server

git clone https://github.com/yoda-digital/mcp-gitlab-server.git
cd mcp-gitlab-server
npm install
...

Add to your claude_desktop_config.json

:

{
"mcpServers": {
"gitlab": {
...

Note:The recommended approach is vianpx
(no install needed). If you cloned from source or installed globally, usenode
with the path to your builtdist/index.js
:
"args": ["node_modules/@yoda.digital/gitlab-mcp-server/dist/index.js"]

See our Cursor Integration Guide for step-by-step setup.

GITLAB_PERSONAL_ACCESS_TOKEN
— Your GitLab PAT (required)
GITLAB_API_URL
— GitLab API URL (default:https://gitlab.com/api/v4)
GITLAB_READ_ONLY
— Set totrue for read-only mode (optional)

AI-Assisted Development— Let AI create MRs, manage issues, trigger CI/CD
Automated Workflows— Build GitLab automation with natural language
Code Review— AI-powered MR descriptions and review assistance
Project Management— Manage issues, milestones, and team members via AI
CI/CD Orchestration— Monitor and control pipelines through conversational interface
Documentation— Auto-generate changelogs, update wikis, manage releases

Product Vision & Roadmap— 전략적 방향과 마일스톤
Full Tool Reference— 모든 60+ 도구와 예제
Cursor Integration— IDE 설정 가이드
AI Tools Guide— MR 설명 생성기 등
Contributing— 기여 방법
Changelog— 릴리스 기록

• 확장된 API 문서

• README 경쟁력 포지셔닝 ✅

• 버그 수정 및 안정성 개선

• Jira 동기화 또는 Changelog 자동 생성 또는 CI 시각화

• 기타 GitLab MCP 가 없는 기능

• SAML/OAuth3 인증

• 감사 로그 및 컴플라이언스

• 고가용성 배포 가이드

기여를 환영합니다! 지침은 CONTRIBUTING.md 를 참조하세요.

우리가 도움을 필요로 하는 분야:

• 추가 도구 구현
• 문서 개선
• 테스트 커버리지 확장
• 엔터프라이즈 기능 개발

MIT — 라이선스 파일을 참조하세요.

GitLab 는 강력하지만, 대부분의 AI 어시스턴트는 이를 효과적으로 활용하지 못합니다. 기존 MCP 구현은 제한적 (10-20 도구) 이며 AI 기능을 부족합니다.

우리의 미션: GitLab 를 AI 에게 완전히 접근 가능하게 함 — 기본 리포지토리 운영부터 고급 CI/CD 오케스트레이션 및 엔터프라이즈 워크플로우까지.

❤️ Yoda.Digital 에서 제작