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gitlab-mcp-server

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.

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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-18yfju)](https://m8ven.ai/mcp/jmrplens-gitlab-mcp-server-18yfju)
commit: a09eae791b92a9c3c8bfea79f409f7f79f6744c6
code hash: 18b5d1668ba3a910629e7c7cfe5f776dfae7fdac74fe2a714bd40cc5e273813c
verified: 6/29/2026, 11:15:38 AM
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