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79
/100
B ◉ Complete 55

AWS Sage

A unified MCP server for AWS that enables natural language infrastructure management, cross-service resource discovery, and dependency mapping. It features 30 intelligent tools for cost optimization, incident investigation, and multi-account operations protected by a robust safety system.

Cloud & Infrastructure by arunsanna ★ 5 Last commit: 3 months, 1 week ago
AWS
MCP Surface Tools: 30
Schema Drift Ambiguous Schemas
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
84
25% weight
Protocol Compliance
82
20% weight
Reliability
20% weight
Docs & Maintenance
68
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
76
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 90 Good
Documentation Coverage 57 Fair
Maintenance Pulse 76 Good
Dependency Health 30 Poor
License Clarity 100 Good
Version Hygiene 90 Good
Analyzed 1 month ago

Protocol Compliance

30
Tools Found
5ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (57)
select_profile.profile: missing description
select_profile.region: missing description
set_safety_mode.mode: missing description
aws_query.query: missing description
aws_query.service: missing description
aws_query.region: missing description
aws_execute.service: missing description
aws_execute.operation: missing description
aws_execute.parameters: missing description
aws_execute.confirm: missing description
validate_operation.service: missing description
validate_operation.operation: missing description
validate_operation.parameters: missing description
set_alias.name: missing description
set_alias.value: missing description
... and 42 more
Probed 1 month ago
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