gitlab-mcp

Item: gitlab-mcp
Rating: 67
Author: M8ven

A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit queries, bugfix contribution summaries, release notes drafts, and comprehensive Runner management.

→ jason07289/gitlab-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 2 credentials: GITLAB_TOKEN, GITLAB_PASSWORD

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configGITLAB_BASE_URL— GitLab 베이스 URL (기본: https://gitlab.com)

🔐 secretGITLAB_TOKEN— GitLab 인증: Personal Access Token (, read_api 권장) 또는 HTTP Basic (GITLAB_USERNAME + GITLAB_PASSWORD)

configGITLAB_USERNAME— GitLab 인증: Personal Access Token (GITLAB_TOKEN, read_api 권장) 또는 HTTP Basic ( + GITLAB_PASSWORD)

🔐 secretGITLAB_PASSWORD— GitLab 인증: Personal Access Token (GITLAB_TOKEN, read_api 권장) 또는 HTTP Basic (GITLAB_USERNAME + )

configGITLAB_TIMEOUT_SECONDS— API 타임아웃 초 (기본: 15)

configGITLAB_DEFAULT_PER_PAGE— 기본 페이지 크기 (기본: 20)

configGITLAB_MAX_PER_PAGE— 페이지 상한 (기본: 100)

configMCP_TRANSPORT— stdio(기본) \ http(Streamable HTTP) \ sse

configMCP_HOST— HTTP/SSE 바인드 주소 (기본: 127.0.0.1)

configMCP_PORT— HTTP/SSE 포트 (기본: 8000)

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/jason07289-gitlab-mcp-1pu0ii)](https://m8ven.ai/mcp/jason07289-gitlab-mcp-1pu0ii)

commit: cab8cc5d59a6d23d916e6608391f82e2db237f10

code hash: dc9c1be8d19661677d8b41ca4d2d36988e9339dc20bb9870a887da4fe3fa6f2a

verified: 6/22/2026, 12:29:47 PM

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