73
/100
B
◉ Complete 5⁄5
GitLab MCP Server
Enable powerful LLM-driven exploration and analysis of GitLab instances with comprehensive search, code browsing, and issue management tools. Seamlessly integrate with self-hosted or GitLab.com environments using flexible authentication modes. Optimize AI workflows with automatic GraphQL schema discovery and dynamic query capabilities.
GitLab
Glama
Smithery
MCP Surface
Tools: 38
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
84
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
67
25% weight
Security Hygiene
81
33% weight
Schema Interpretability
44
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 80 | Good |
| Description Quality | 90 | Good |
| Documentation Coverage | 40 | Fair |
| Maintenance Pulse | 66 | Fair |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | 90 | Good |
Analyzed 1 month ago
Protocol Compliance
Schema Issues (9)
update_issue.title: missing description
update_issue.description: missing description
update_issue.assigneeUsernames: missing description
update_issue.labelNames: missing description
update_merge_request.title: missing description
update_merge_request.description: missing description
update_merge_request.assigneeUsernames: missing description
update_merge_request.reviewerUsernames: missing description
update_merge_request.labelNames: missing description
Probed 1 month ago
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