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gitlab-mcp

Một MCP server toàn diện cho GitLab cung cấp hơn 100 công cụ để quản lý dự án, issue, merge request và pipeline trực tiếp từ agent.

MCP server for GitLab: 100+ tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API

2k sao359Giấy phép: MITCập nhật Hôm nay0 lượt mở

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Xem xét và quản lý các GitLab merge request trong Claude Code hoặc Cursor.
Kích hoạt và giám sát các pipeline CI/CD thông qua các câu lệnh của agent.
Tạo và sắp xếp các GitLab issue dựa trên kết quả phân tích mã nguồn.

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GitLab MCP Server

English | 한국어 | 简体中文 | Português (Brasil)

📖 Documentation → Setup guides, environment variables, and the full tool reference live on the hosted docs site.

Install @zereight/mcp-gitlab with the recommended local personal-access-token setup. These commands use the same arguments as the Claude Code and Codex guides.

Install the zereight-mcp-gitlab binary first with npm install -g @zereight/mcp-gitlab, or Homebrew brew tap zereight/gitlab-mcp https://github.com/zereight/gitlab-mcp and brew install zereight/gitlab-mcp/zereight-mcp-gitlab.

Read the token without echo, then export it. The shell history keeps the variable name.

read -rs GITLAB_PERSONAL_ACCESS_TOKEN && export GITLAB_PERSONAL_ACCESS_TOKEN

Client	Install
Claude Code	`claude mcp add gitlab --transport stdio --scope local --env GITLAB_PERSONAL_ACCESS_TOKEN="$GITLAB_PERSONAL_ACCESS_TOKEN" --env GITLAB_API_URL=https://gitlab.com/api/v4 -- zereight-mcp-gitlab`
Codex	`codex mcp add gitlab --env GITLAB_PERSONAL_ACCESS_TOKEN="$GITLAB_PERSONAL_ACCESS_TOKEN" --env GITLAB_API_URL=https://gitlab.com/api/v4 -- zereight-mcp-gitlab`
Cursor	Cursor setup guide
VS Code	VS Code setup guide
JSON clients	JSON-based MCP clients setup guide

@zereight/mcp-gitlab

Agent-workflow-optimized GitLab MCP — manage projects, merge requests, issues, pipelines, wiki, releases, tags, milestones, and more through stdio, SSE, and Streamable HTTP.

Supports PAT, OAuth, read-only mode, dynamic API URLs, and remote authorization for VS Code, Claude, Cursor, Copilot, and other MCP clients.

Why use this GitLab MCP?

276 tools: 274 in toolsets + execute_graphql + discover_tools — start with a small toolset; activate more at runtime without CQRS-style grouping
MR 2-step review — list_merge_request_changed_files → batched get_merge_request_file_diff
Agent Skill built in — workflow guidance in skills/gitlab-mcp/
Flexible auth — Personal Access Token, local OAuth2 browser flow, MCP OAuth proxy, and per-request remote authorization
Multiple transports — stdio for local clients, SSE for legacy clients, and Streamable HTTP for modern remote deployments
Client-friendly setup — examples for Claude Code, Codex, Antigravity, OpenCode, Copilot, Cline, Roo Code, Cursor, Kilo Code, and Amp Code
Self-hosted ready — works with custom GitLab instances, proxy settings, and dynamic API URL routing
JMESPath result filtering — optional jmespath on tool calls (see tools/list) shrinks JSON results without changing GitLab API requests; when response masking is enabled, JMESPath runs on masked data.

How we compare

	@zereight/mcp-gitlab	GitLab MCP A (community CQRS-style)	GitLab official MCP server
Best for	AI agent workflows	Enterprise multi-instance / grouped tools	Built into GitLab, no separate install
Tool model	276 tools: 274 in toolsets + `execute_graphql` + `discover_tools`	~50–60 grouped `browse_` / `manage_` tools	Toolsets chosen with an HTTP header
MR review	2-step batched diff	Varies	`get_merge_request` with diffs
Node.js	>=18.17	Often >=24	Node.js 20+ for stdio via `mcp-remote`
License	MIT	Varies	Part of GitLab

Full comparison with GitLab MCP A →

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