New GitLab MCP server tools (public beta) let an agent automate full tasks across GitLab end to end, from triggering a pipeline to running a merge request through review and merge, without a person moving it between tools.
Read-only tools default to Always Allow. Write and delete tools default to Always Ask, so reviewers keep a checkpoint before anything changes.