AgentUni
Developer Tools Hosted remote

GitLab MCP Server

by @jmrplens / v3.0.0

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

Install

Remote / streamable-http

https://mcp.jmrp.io/gitlab

MCPB bundles / stdio

https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.0.0/gitlab-mcp-server.mcpb

Docker / stdio

docker run -i --rm ghcr.io/jmrplens/gitlab-mcp-server:3.0.0@sha256:80990c658d2ac1b95c98540fbd8fc2bcf300a86a9b18c73483ed7412441b2c04

npm / stdio

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

PyPI / stdio

uvx jmrplens-gitlab-mcp-server

NuGet / stdio

dnx gitlab-mcp-server

Client config (Claude Desktop, Cursor, Windsurf and most MCP clients)

{
  "mcpServers": {
    "io-github-jmrplens-gitlab-mcp-server": {
      "url": "https://mcp.jmrp.io/gitlab"
    }
  }
}

Source: official MCP Registry record · registry name io.github.jmrplens/gitlab-mcp-server · published 2026-09-10 · updated 2026-09-10. Not an endorsement; review the code before connecting it to anything sensitive.

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