Who maintains GitLab MCP Server?

GitLab MCP Server is maintained by jmrplens, which publishes 2 MCP servers (18 total versions) tracked on MCP Toplist.

Is GitLab MCP Server listed on the Official MCP Registry?

Yes — GitLab MCP Server is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.

How many versions does GitLab MCP Server have?

MCP Toplist tracks 5 versions of GitLab MCP Server, most recently published on Aug 22, 2026.

Where can I find the source code for GitLab MCP Server?

The source code for GitLab MCP Server is hosted at github.com/jmrplens/gitlab-mcp-server.

SERVER

GitLab MCP Server

Rank #2,002

io.github.jmrplens/gitlab-mcp-server

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

5 versions

32 GitHub stars

by jmrplens (2 servers)View repository ↗

First listed

Apr 11, 2026

Last publish date

Aug 22, 2026

OVERVIEW

GitLab MCP Server is a Model Context Protocol (MCP) server published by jmrplens. It ranks #2,002 of 108,495 servers tracked on MCP Toplist, and its repository has 32 GitHub stars. GitLab MCP Server is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 5 tracked versions. It was first listed on Apr 11, 2026 and most recently updated on Aug 22, 2026.

STANDING

#2,002of 108,495 tracked serversTop 5%

Ranks ahead of 106,493 of 108,495 servers on MCP Toplist.

CONNECT

Use GitLab MCP Server

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

Remote · HTTP

claude mcp add --transport http gitlab-mcp-server https://gitlab-mcp-server.fly.dev/

This endpoint requires authentication — see the server’s docs for credentials.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe` — install it through your client’s extension manager.

Remote · HTTP

[mcp_servers.gitlab-mcp-server]
url = "https://gitlab-mcp-server.fly.dev/"

Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe` — install it through your client’s extension manager.

Remote · HTTP

https://gitlab-mcp-server.fly.dev/

Settings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe` — install it through your client’s extension manager.

Remote · HTTP

{
  "mcpServers": {
    "gitlab-mcp-server": {
      "url": "https://gitlab-mcp-server.fly.dev/"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe` — install it through your client’s extension manager.

Remote · HTTP

{
  "servers": {
    "gitlab-mcp-server": {
      "type": "http",
      "url": "https://gitlab-mcp-server.fly.dev/"
    }
  }
}

Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe` — install it through your client’s extension manager.

Remote · HTTP

{
  "mcpServers": {
    "gitlab-mcp-server": {
      "serverUrl": "https://gitlab-mcp-server.fly.dev/"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe` — install it through your client’s extension manager.

Remote · HTTP

{
  "mcpServers": {
    "gitlab-mcp-server": {
      "url": "https://gitlab-mcp-server.fly.dev/"
    }
  }
}

This endpoint requires authentication — see the server’s docs for credentials.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe` — install it through your client’s extension manager.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.jmrplens%2Fgitlab-mcp-server.svg)](https://mcptoplist.com/server/io.github.jmrplens%2Fgitlab-mcp-server)

HTML

<a href="https://mcptoplist.com/server/io.github.jmrplens%2Fgitlab-mcp-server"><img src="https://mcptoplist.com/badge/io.github.jmrplens%2Fgitlab-mcp-server.svg" alt="MCP Toplist: Top 5% of 108,495" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 2 registries (2 delisted)

Glama

PulseMCPDelisted · last seen Jun 4, 2026

mcp.soDelisted · last seen Jun 4, 2026

Official MCP

ORGANIZATION

jmrplens

Organization

jmrplens

Servers in org

Versions across org

Other servers by jmrplens

Books & Papers MCP Server#3,069 · 13 vers

View all jmrplens servers →

VERSIONS

Available versions (5)

Version	Published
2.6.6	Aug 22, 2026
2.6.5	Aug 21, 2026
2.6.4	Aug 17, 2026
2.6.3	Aug 13, 2026
2.6.2	Aug 6, 2026

FAQ

Frequently asked questions

Who maintains GitLab MCP Server?: GitLab MCP Server is maintained by jmrplens, which publishes 2 MCP servers (18 total versions) tracked on MCP Toplist.
Is GitLab MCP Server listed on the Official MCP Registry?: Yes — GitLab MCP Server is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
How many versions does GitLab MCP Server have?: MCP Toplist tracks 5 versions of GitLab MCP Server, most recently published on Aug 22, 2026.
Where can I find the source code for GitLab MCP Server?: The source code for GitLab MCP Server is hosted at github.com/jmrplens/gitlab-mcp-server.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers