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67
/100
C ◉ Complete 55

cBioPortal MCP Server

A server that enables AI assistants to interact with cancer genomics data from cBioPortal, allowing users to explore cancer studies, access genomic data, and retrieve mutations and clinical information.

by pickleton89 ★ 5 Last commit: 8 months, 3 weeks ago
MCP Surface Tools: 17
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
78
25% weight
Protocol Compliance
82
20% weight
Reliability
20% weight
Docs & Maintenance
49
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
34
15% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Static Analysis

Metric Score Rating
Schema Completeness 80 Good
Description Quality 75 Good
Documentation Coverage 62 Fair
Maintenance Pulse 26 Poor
Dependency Health 55 Fair
License Clarity 100 Good
Version Hygiene Poor
Analyzed 1 month ago

Protocol Compliance

17
Tools Found
3ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (80)
paginate_results.endpoint: missing description
paginate_results.params: missing description
paginate_results.method: missing description
paginate_results.json_data: missing type definition
paginate_results.json_data: missing description
paginate_results.max_pages: missing description
collect_all_results.endpoint: missing description
collect_all_results.params: missing description
collect_all_results.method: missing description
collect_all_results.json_data: missing type definition
collect_all_results.json_data: missing description
collect_all_results.max_pages: missing description
collect_all_results.limit: missing description
get_cancer_studies.page_number: missing description
get_cancer_studies.page_size: missing description
... and 65 more
Probed 1 month ago
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