GitLab MCP Server
by GitLab
Updated July 30, 2026 · Reviewed July 30, 2026
MCP100 verdict
Not currently recommended. Use GitLab projects, issues, merge requests, repositories, users, and CI/CD through an OAuth MCP endpoint.
MCP100 Assessment
Editorial verdict
Use GitLab projects, issues, merge requests, repositories, users, and CI/CD through an OAuth MCP endpoint.
Reviewed 2026-07-30 · Next review 2026-09-15
Task Fit
Mapped
Developer workflows
Trust
Status warning
beta_maturity; prompt_injection_controls
Maintenance
Date unavailable
No dated repository or package update is currently stored.
Popularity
Signals unavailable
No independently comparable adoption metric is currently stored.
Best for
- GitLab software-delivery workflows across hosted and self-managed deployments.
Not ideal for
- Production use before the documented maturity gaps are resolved
Avoid if
- The connected identity is broader than the task requires
- Tool calls cannot be reviewed before consequential mutations
Trade-offs
- GitLab labels the server Beta and warns that MCP-connected content can introduce prompt-injection risk.
Evidence scope
Evidence
Popularity
No MCP-specific repository metric is stored
No MCP-specific package metric is stored
Stars observation date unavailable · Downloads observation date unavailable
The publisher provides a hosted implementation without a separate public repository metric.
The publisher does not document a separate comparable package metric for this implementation.
Maintenance
Publisher activity observed 2026-07-30T19:00:00.000Z
Current source snapshot
Trust review
Source relationship: First-party MCP
Reviewed 2026-07-30 · Next review 2026-09-15