How do I use MCP with GitLab?

Pick an MCP server for GitLab from the list below, paste its install command into your Claude Desktop / Cursor config, and restart the client. The tools appear in the tools panel automatically.

What is the best MCP server for GitLab?

The most-starred option today is GitLab MCP by GitLab. MRs, pipelines and issues over MCP. That said, "best" depends on your setup — compare pricing, runtime and whether the author is the official vendor before choosing.

Do I need an API key for GitLab MCP servers?

Most GitLab MCP servers need an API key or OAuth credential from the target service. Loadout listings surface this in the "Install" section — look for env-var placeholders like TOKEN or API_KEY.

Are GitLab MCP servers free?

0 of 1 GitLab MCP server is open-source or free to use. 1 more are paid or freemium. Pricing appears on every listing card.

Can I use GitLab MCP servers with Cursor and Windsurf?

Yes — MCP is the same protocol across Claude Desktop, Cursor, Windsurf and other MCP-compatible hosts. The exact config file path differs per client, but the install command is identical.

Best MCP servers for GitLab

MRs, pipelines, issues, repo access. Loadout compares 1 agent that integrate with GitLab. The most popular picks are GitLab MCP. Every listing includes the exact install command, so you can wire GitLab into Claude Desktop, Cursor or Windsurf in minutes.

GitLab agents (1)

Featured

Developer Toolsmcp

GitLab MCP

MRs, pipelines and issues over MCP

by GitLab★ 3,100

How to set up an MCP server for GitLab

Connect GitLab to Claude Desktop, Cursor or Windsurf in four steps.

Pick a GitLab MCP server
Scan the list below and pick the agent whose integration, pricing and author best match your setup. Verified servers are the safest starting point.
Open your MCP client configuration
In Claude Desktop, Cursor or any MCP-compatible host, open the MCP config JSON (Settings → Developer → Edit config in Claude Desktop).
3
Install the GitLab server
Paste the install command from the chosen agent into your config. Example below uses GitLab MCP.
```
npx -y @gitlab/mcp-server
```
Restart and use GitLab
Fully quit and relaunch your MCP host. The new GitLab tools appear in the tools panel ready to call from any conversation.

FAQ — MCP servers for GitLab

How do I use MCP with GitLab?
Pick an MCP server for GitLab from the list below, paste its install command into your Claude Desktop / Cursor config, and restart the client. The tools appear in the tools panel automatically.
What is the best MCP server for GitLab?
The most-starred option today is GitLab MCP by GitLab. MRs, pipelines and issues over MCP. That said, "best" depends on your setup — compare pricing, runtime and whether the author is the official vendor before choosing.
Do I need an API key for GitLab MCP servers?
Most GitLab MCP servers need an API key or OAuth credential from the target service. Loadout listings surface this in the "Install" section — look for env-var placeholders like TOKEN or API_KEY.
Are GitLab MCP servers free?
0 of 1 GitLab MCP server is open-source or free to use. 1 more are paid or freemium. Pricing appears on every listing card.
Can I use GitLab MCP servers with Cursor and Windsurf?
Yes — MCP is the same protocol across Claude Desktop, Cursor, Windsurf and other MCP-compatible hosts. The exact config file path differs per client, but the install command is identical.