Advanced GitLab MCP server
About
58 CQRS tools exposing 230 GitLab operations across 26 entity types
Use this server
Add it to your MCP client. The catalogue lists this config verbatim from its source — it does not run, download, or vouch for the server. Review the command before you run it.
Transportstdio (runs a local command)
Env vars
GITLAB_TOKEN GITLAB_API_URL GITLAB_READ_ONLY_MODEClaude Code
claude mcp add --env GITLAB_TOKEN= --env GITLAB_API_URL= --env GITLAB_READ_ONLY_MODE= gitlab-mcp -- npx @structured-world/gitlab-mcp
Cursor
If the button doesn't open Cursor, use the JSON below — Cursor accepts the same mcpServers config.
VS Code
code --add-mcp '{"name":"gitlab-mcp","command":"npx","args":["@structured-world/gitlab-mcp"],"env":{"GITLAB_TOKEN":"","GITLAB_API_URL":"","GITLAB_READ_ONLY_MODE":""}}'
JSON
{
"mcpServers": {
"gitlab-mcp": {
"command": "npx",
"args": [
"@structured-world/gitlab-mcp"
],
"env": {
"GITLAB_TOKEN": "",
"GITLAB_API_URL": "",
"GITLAB_READ_ONLY_MODE": ""
}
}
}
}
Environment variables are listed by name only — fill in your own values. Entries never carry secrets.