ASSESSMENT #AIM-2026-000000

io.github.jmrplens/gitlab-mcp-server

Automated only

Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

Repository Third-party · mcpb

Install

Remote server — connect via: https://mcp.jmrp.io/gitlab

Running any third-party MCP server executes its code with the permissions you grant it. A grade reflects our findings at the “last verified” date below — verify independently before installing in a sensitive environment.

Should you install this?

Grading in progress — no dimensions have been assessed yet. Check back soon for a full picture.

Last verified 2026-08-14

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Overall grade pending

Grade history

Historical grade tracking becomes available once this server has been through at least two sync cycles — the longitudinal dataset is what answers “is this server getting worse?”

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