GitLab MCP Server

Item: GitLab MCP Server
Rating: 74
Author: M8ven

Enables interaction with GitLab via the GitLab REST API v4, providing tools for managing projects, merge requests, issues, pipelines, and more through MCP.

→ LoindP/gitLab_mcp_loind · 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 1 credential: GITLAB_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.

configGITLAB_MCP_CACHE_DIR— No ~/.cache Custom cache directory for virtualenv

🔐 secretGITLAB_TOKEN— env =your-gitlab-token \

configPYTHON

configXDG_CACHE_HOME

configGITLAB_URL— env =https://gitlab.com \

configGITLAB_TIMEOUT— No 30 API timeout in seconds

configMCP_TRANSPORT— No stdio Transport protocol

// 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/loindp-gitlab-mcp-loind-16kp4l)](https://m8ven.ai/mcp/loindp-gitlab-mcp-loind-16kp4l)

commit: 0eaf440891056f5fffd277a52e4979000e31bd86

code hash: 2866af8b5208767854dde8c97e4485c62bcba42e2ac20e271735670daf81b766

verified: 7/21/2026, 9:04:41 AM

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