NestDaddy

GitLab MCP Server

io.github.jmrplens/gitlab-mcp-server · v3.4.0

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

Connect Remote server

Terminal
claude mcp add --transport http gitlab-mcp-server https://mcp.jmrp.io/gitlab --header "Authorization: Bearer <YOUR_API_KEY>"
~/.cursor/mcp.json
{
  "mcpServers": {
    "gitlab-mcp-server": {
      "url": "https://mcp.jmrp.io/gitlab",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "gitlab-mcp-server": {
      "type": "http",
      "url": "https://mcp.jmrp.io/gitlab",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://mcp.jmrp.io/gitlab

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server asks for a key before it lists its tools. Connect it with your own key to see them.

Headers

NameDescription
Authorization
Optional, secret
Bearer <token>. The endpoint runs in OAuth mode: a client that speaks the OAuth flow needs no header at all and discovers the authorization server from the 401 challenge. A GitLab personal access token also works here, sent as 'Bearer glpat-...', which keeps clients with no OAuth flow working. It t…

Details

Endpointhttps://mcp.jmrp.io/gitlab (Streamable HTTP)
Packagehttps://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/[email protected] (MCPB, stdio)
Packagehttps://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/[email protected] (MCPB, stdio)
Packagehttps://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.4.0/[email protected] (MCPB, stdio)
Packageghcr.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb (OCI, stdio)
Packagedocker.io/jmrplens/gitlab-mcp-server:3.4.0@sha256:a0ef01843875161060ec89225fe4091f95a7ae2a8984286a435752fc6089dcbb (OCI, stdio)
Package@jmrp.io/[email protected] (NPM, stdio)
Package[email protected] (PYPI, stdio)
Package[email protected] (NUGET, stdio)
First published31 Oct 2026
Last updated31 Oct 2026
Registry nameio.github.jmrplens/gitlab-mcp-server

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