GitLab MCP

Item: GitLab MCP
Rating: 67
Author: M8ven

Exposes the GitLab REST API to MCP clients for managing projects, issues, merge requests, repositories, and CI/CD pipelines. It is multi-tenant, allowing each user to authenticate with their own token and instance URL.

→ shahabmosavi/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_PRIVATE_TOKEN

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.

configMCP_TRANSPORT— e =streamable-http \

🔐 secretGITLAB_TOKEN— , GITLAB_URL

🔐 secretGITLAB_PRIVATE_TOKEN

configGITLAB_URL— GITLAB_TOKEN,

configMCP_HOST— 0.0.0.0 Bind host for networked transports

configMCP_PORT— 8000 Bind port for networked transports

// 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/shahabmosavi-gitlab-mcp-thxr7h)](https://m8ven.ai/mcp/shahabmosavi-gitlab-mcp-thxr7h)

commit: 18f45ccf36ad858792c3dfe6ed7bf36ebae1817f

code hash: 03e0706546ce83b74eb791e127b7fe3ee2c439dfa03b877e1ab83d5aec2f5ab3

verified: 7/6/2026, 10:39:16 AM

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