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86
/100
A ◉ Complete 55

MCP Gitlab

Secure MCP server for GitLab projects, merge requests, issues, and pipelines

Developer Tools by crunchtools Last commit: 1 month ago
GitLab
MCP Surface Tools: 63
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
88
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
69
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
94
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 80 Good
Description Quality 100 Good
Documentation Coverage 50 Fair
Maintenance Pulse 75 Good
Dependency Health 50 Fair
License Clarity 100 Good
Version Hygiene 90 Good
Analyzed 1 month ago

Protocol Compliance

63
Tools Found
9ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (273)
list_projects_tool.search: missing description
list_projects_tool.owned: missing description
list_projects_tool.membership: missing description
list_projects_tool.visibility: missing description
list_projects_tool.order_by: missing description
list_projects_tool.sort: missing description
list_projects_tool.page: missing description
list_projects_tool.per_page: missing description
get_project_tool.project_id: missing description
list_project_branches_tool.project_id: missing description
list_project_branches_tool.search: missing description
list_project_branches_tool.page: missing description
list_project_branches_tool.per_page: missing description
get_project_branch_tool.project_id: missing description
get_project_branch_tool.branch: missing description
... and 258 more
Probed 1 month ago
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