GitLab MCP Server

io.github.jmrplens/gitlab-mcp-server · v3.2.0

Go MCP server for GitLab: 2 dynamic tools reach ~872 actions on Free/CE, up to ~1098 on Ultimate.

Description supplied by the publisher in the MCP Registry. We have not tested this server.

Install

docker run -i --rm ghcr.io/jmrplens/gitlab-mcp-server:3.2.0@sha256:054f99756efb1182aff73effb2a8861ddde8c90146d2e2b3efafd459647d69f8

docker run -i --rm docker.io/jmrplens/gitlab-mcp-server:3.2.0@sha256:054f99756efb1182aff73effb2a8861ddde8c90146d2e2b3efafd459647d69f8

npx -y @jmrp.io/gitlab-mcp-server

uvx jmrplens-gitlab-mcp-server

dnx gitlab-mcp-server@3.2.0 --yes

Published as an MCP bundle (.mcpb); download it from the project's GitHub releases page.

Assembled from the package metadata in the official MCP Registry (including any subcommand or flag the publisher lists). Some publishers do not list the subcommand that starts MCP mode, so confirm the command in the README, along with any required configuration and credentials, before connecting it to real data.

Offers a hosted remote endpoint: https://mcp.jmrp.io/gitlab (streamable-http). No local install needed.

Signals

GitHub stars	45
npm weekly downloads	0
Last push	3d ago
Licence	MIT
Open issues	119
SECURITY.md	Yes
Language	Go
Latest version published	2026-10-09

Signals captured from GitHub, npm and the official MCP Registry on October 15, 2026. See the scoring method.