MCP server

GitLab MCP Server

io.github.jmrplens/gitlab-mcp-server

Checked 26 Oct 2026, 08:29 UTC · It answered and asked for a sign-in

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

Signs in with your account

https://mcp.jmrp.io/gitlab

At a glance

Type: MCP server
Publisher: Not verified
Status: Signs in with your account
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http gitlab-mcp-server https://mcp.jmrp.io/gitlab

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.gitlab-mcp-server]
url = "https://mcp.jmrp.io/gitlab"

Gemini CLI

{"mcpServers":{"gitlab-mcp-server":{"httpUrl":"https://mcp.jmrp.io/gitlab"}}}

Cursor

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

VS Code

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

Antigravity

agy mcp add gitlab-mcp-server https://mcp.jmrp.io/gitlab

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"gitlab-mcp-server","server_url":"https://mcp.jmrp.io/gitlab","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"gitlab-mcp-server","server_url":"https://mcp.jmrp.io/gitlab"}

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