GitLab MCP Server

HTTP-based MCP server for GitLab API, enabling project management, issue tracking, merge requests, and file operations through natural language.

→ ahmedbhl/mcp-server-gitlab · 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.

// 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 2 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/ahmedbhl-mcp-server-gitlab-1qjjin)](https://m8ven.ai/mcp/ahmedbhl-mcp-server-gitlab-1qjjin)

commit: 9cedc4aa1b3cf939a6795f28a87cb2f693e84465

code hash: 6543ce1e3b459cc139b1861849f19a85d7a82cc7e752fd8e7af6716831c03ab8

verified: 6/15/2026, 2:10:04 PM

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