mcp-gitlab MCP Server
vish288/mcp-gitlab
[](https://agentrank-ai.com/tool/vish288--mcp-gitlab/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) MCP server for the GitLab REST API — 91 tools, 7 resources, 6 prompts for projects, MRs, draft reviews, repository files, pipelines, CI/CD, approvals and issues. MCP 2026-07-28 (MCP 2.0); GitLab.com and self-managed; read-only mode, OAuth 2.1 and local sign-in.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
vish288/mcp-gitlab is a Python MCP server licensed under MIT. MCP server for the GitLab REST API — 91 tools, 7 resources, 6 prompts for projects, MRs, draft reviews, repository files, pipelines, CI/CD, approvals and issues. MCP 2026-07-28 (MCP 2.0); GitLab.com and self-managed; read-only mode, OAuth 2.1 and local sign-in.
Ranked #2502 out of 24846 indexed tools.
Ecosystem
Score Breakdown
6 stars → early stage
Last commit 17d ago → recently updated
11/16 issues closed → decent issue management
4 contributors → small team
No dependents → no downstream usage
9,042 weekly installs → widely installed
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.