GitLab MCP Server

io.github.jmrplens/gitlab-mcp-server

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

Description as published in the official MCP registry.

Answers, but requires sign-in before the handshake. Checked 2026-10-04.

What we measured

Endpointhttps://mcp.jmrp.io/gitlabregistry
HandshakeAnswers, but requires sign-in before the handshake (372 ms)our check, 2026-10-04
GitHub stars42github.com/jmrplens/gitlab-mcp-server
Last push2026-10-04GitHub API
LicenceMITGitHub API
Registry version3.1.0 · active · updated 2026-09-30registry
Packagemcpb: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.1.0/gitlab-mcp-server.mcpbregistry
Packageoci: ghcr.io/jmrplens/gitlab-mcp-server:3.1.0@sha256:87e483299a2663a7a5d4d28679859b0c7fba2b1a421b7de2652441a569d4a2fcregistry
Packageoci: docker.io/jmrplens/gitlab-mcp-server:3.1.0@sha256:87e483299a2663a7a5d4d28679859b0c7fba2b1a421b7de2652441a569d4a2fcregistry
Packagenpm: @jmrp.io/gitlab-mcp-serverregistry
Packagepypi: jmrplens-gitlab-mcp-serverregistry
Packagenuget: gitlab-mcp-serverregistry

Signed reports

No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows a real call went through, not just an opinion. How to file one.

Connect

claude mcp add --transport http gitlab-mcp-server https://mcp.jmrp.io/gitlab
npx -y @jmrp.io/gitlab-mcp-server

Commands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.

Related servers

Badge for your README

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Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name io.github.jmrplens/gitlab-mcp-server.