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mcp-gitlab MCP Server

vish288/mcp-gitlab

Score: 77.8 Rank #2502 MCP Server
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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.

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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

Python MIT 9,042 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 6

6 stars → early stage

Freshness 25% 17d ago

Last commit 17d ago → recently updated

Issue Health 25% 69%

11/16 issues closed → decent issue management

Contributors 10% 4

4 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 9,042/wk

9,042 weekly installs → widely installed

Forks 3
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Install in your agent

claude mcp add mcp-gitlab -- uvx mcp-gitlab
codex mcp add mcp-gitlab -- uvx mcp-gitlab
{"mcpServers":{"mcp-gitlab":{"command":"uvx","args":["mcp-gitlab"]}}}
hermes mcp add mcp-gitlab --command uvx --args mcp-gitlab

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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

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