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GitLab MCP Server

MCP server io.github.jmrplens/gitlab-mcp-server

Sourced

Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.

The name and description are the publisher's own words, as the registry holds them.

For
GitLab
Version
3.4.0
Registry record changed
Listed here since

Who publishes it

Sourced. By another publisher, naming a public repository or a package. Anyone can publish one; we have not read its code.

Repository: https://github.com/jmrplens/gitlab-mcp-server

How to reach it

  • Remote, Streamable HTTP: https://mcp.jmrp.io/gitlabIts record asks for a header: Authorization.
  • MCP bundle: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/gitlab-mcp-server-darwin.mcpb version 3.4.0, runs over stdio
  • MCP bundle: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/gitlab-mcp-server-windows.mcpb version 3.4.0, runs over stdio
  • MCP bundle: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/gitlab-mcp-server-linux.mcpb version 3.4.0, runs over stdio
  • Container image: ghcr.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb, runs over stdio
  • Container image: docker.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb, runs over stdio
  • npm: @jmrp.io/gitlab-mcp-server version 3.4.0, runs over stdio
  • PyPI: jmrplens-gitlab-mcp-server version 3.4.0, runs over stdio
  • NuGet: gitlab-mcp-server version 3.4.0, runs over stdio
.mcp.json
{
  "mcpServers": {
    "gitlab-mcp-server": {
      "type": "http",
      "url": "https://mcp.jmrp.io/gitlab",
      "headers": {
        "Authorization": "<your value>"
      }
    }
  }
}

Built from the registry record: the address and the header names are the publisher's. Put your own value where it says so, and check the address is the one you expect before you do.

What is known about it

Downloads
  • About 140 a week for @jmrp.io/gitlab-mcp-server (from npm on , rounded)
  • About 180 a week for jmrplens-gitlab-mcp-server (from pypistats on , rounded)
Vulnerabilities
No known vulnerability in the listed npm and PyPI versions, from OSV on . That is what OSV lists, not a review of the code. 6 other packages were not checked.
Tools
Not read yet. This directory does not connect to servers, so it cannot say which tools this one offers or how much room their definitions take in a context window.

Built from agent catalog version 2026-11-13.3 of , from the MCP Registry as read on . A listing here is not an endorsement: anyone can publish a server, and we have not read its code. Names, descriptions and addresses are the publisher's own. See how this directory is made, and tell us about a wrong entry through the contact page.