The gitlab-mcp server provides AI agents with access to GitLab's API, enabling them to manage repositories, issues, merge requests, and CI/CD pipelines. It connects directly to GitLab instances, allowing agents to perform actions like cloning repositories, creating branches, and triggering pipelines. Developers use it to automate workflows, monitor project activity, and integrate GitLab operations into larger AI-driven systems.
The gitlab-mcp server provides AI agents with access to GitLab's API, enabling them to manage repositories, issues, merge requests, and CI/CD pipelines. It connects directly to GitLab instances, allowing agents to perform actions like cloning repositories, creating branches, and triggering pipelines. Developers use it to automate workflows, monitor project activity, and integrate GitLab operations into larger AI-driven systems.
npx -y @structured-world/gitlab-mcpAdd this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"structured-world-gitlab-mcp-npm": {
"command": "npx",
"args": [
"-y",
"npx -y @structured-world/gitlab-mcp"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from gitlab-mcp?"
API Key Required
This server requires an API key from gitlab-mcp. Add it to your environment or config.
| Variable | Required | Description |
|---|---|---|
| GITLAB-MCP_API_KEY | Yes | Your gitlab-mcp API key |
"What resources are available in gitlab-mcp?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in gitlab-mcp"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in gitlab-mcp with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.