GitLab MCP Server

Enables AI assistants to interact with GitLab for managing projects, branches, issues, and merge requests. It provides tools for searching code and performing file operations like reading and writing directly within repositories.

→ CarmeloRicarte/gitlab-mcp-server · 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_HOST— No https://gitlab.com GitLab instance URL

🔐 secretGITLAB_TOKEN— Yes - GitLab Personal Access Token

// 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 4 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/carmeloricarte-gitlab-mcp-server-13f8qp)](https://m8ven.ai/mcp/carmeloricarte-gitlab-mcp-server-13f8qp)

commit: 68eb2bfbdd906911f8b0f7e49c2f34f432adfa49

code hash: e29e961b7708c54621605f68504dda6bc11e761e7c02b96121e631b030b254f4

verified: 6/13/2026, 10:36:10 AM

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