Gitlab MCP Server

Item: Gitlab MCP Server
Rating: 45
Author: M8ven

Model Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (42 meta-tools / 57 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.

→ jmrplens/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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// 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/jmrplens-gitlab-mcp-server-llr25k)](https://m8ven.ai/mcp/jmrplens-gitlab-mcp-server-llr25k)

commit: 53cdb1285a133796c3332429f098aa08ff16a361

code hash: 47846688bea381df7742424bc4859be91612123e3e6555af6ad53e4dfa83a87e

verified: 6/10/2026, 10:53:04 AM

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