~/CLIRank
MCP ServerVerified~200ms avg

GitLab MCP Server

Access GitLab repos, merge requests, issues, and CI/CD pipelines.

Install
claude mcp add gitlab --url https://mcp.gitlab.com

About

Connect Claude Code to your GitLab instance (cloud or self-hosted). Manage merge requests, create and update issues, trigger CI/CD pipelines, and browse repository contents. Runs as a remote HTTP server. Essential for teams using GitLab who want the same MCP integration that GitHub users enjoy.

Tags

gitlabgitversion-controlmerge-requestsci-cd

Score Breakdown

CLI Score Breakdown7/11
✓Official SDK on npm/pip+2
✓Env var authentication (no browser OAuth)+2
✓Works in headless/CI environments+2
✗CLI tool available0
✓JSON response for piping/parsing+1
✗Docs have curl/CLI examples0
✗Reasonable rate limits for scripted use0
✗Machine-readable pricing (md/JSON/static)0
Quality Score Breakdown
npm weekly downloads4.0k
GitHub stars800
Days since last release18d
Issue close ratio71%
TypeScript typesYes
Docs qualitygood
Breaking changesrare

Performance

Latencyus-east-1 - 2026-03-25
p50
165ms
avg
200ms
p95
480ms

Scores

CLI
7
Quality
7
AuthorGitLab
Weekly installs4,000
Last updated3/14/2026
View repositoryReport issue

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GitHub MCP Server

Access GitHub repos, issues, PRs, and actions directly from Claude Code.

CLI
10
Quality
10
claude mcp add github -- npx -y @modelcontextprotocol/server-github
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Git MCP Server

Git operations - log, diff, blame, branch management from Claude Code.

CLI
9
Quality
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claude mcp add git -- npx -y @modelcontextprotocol/server-git
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Playwright MCP Server

Browser automation with Playwright - test, scrape, and interact with web pages.

CLI
8
Quality
9
claude mcp add playwright -- npx -y @playwright/mcp