AI Agent for GitLab
Automate issue tracking, pipeline monitoring, and merge request workflows with an OpenClaw AI agent connected to GitLab.
Issue Creation from Requests
Convert customer feedback, bug reports, or feature requests into GitLab issues with labels and milestones.
Pipeline Failure Alerts
Notify developers immediately when CI/CD pipelines fail with error context and failed job details.
MR Review Notifications
Alert reviewers when merge requests need attention and track review progress.
Release Tracking
Compile release notes from merged MRs and closed issues for each milestone.
Development Metrics
Track cycle time, MR throughput, and pipeline success rates across projects.
Security Scan Alerts
Forward GitLab security scan results to relevant team members for remediation.
How to get set up
- GitLab account (SaaS or self-managed)
- Personal access token with API scope
- Generate access token
Create a personal access token in GitLab with api scope for agent authentication.
- Configure project access
Define which GitLab projects the agent monitors for issues and pipelines.
- Set up webhooks
Create project webhooks for push, merge request, pipeline, and issue events.
- Test event handling
Trigger test events and verify the agent creates issues, sends alerts, and updates statuses.
FAQ
Does it work with self-managed GitLab?
Yes. The agent connects to both GitLab SaaS and self-managed instances via the GitLab API.
Can it interact with CI/CD pipelines?
The agent monitors pipeline status and sends alerts. It does not trigger or modify pipeline configurations.
Does it support GitLab groups?
Yes. The agent can monitor multiple projects across GitLab groups with appropriate access tokens.
Streamline your GitLab workflow
Set up an AI agent connected to GitLab.