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71
/100
B ◔ Limited 35

Scientific Microservices

Valid and reliable data engineering and statistical analysis without hallucinations.

MCP Surface Tools: 5
No Source Code
Limited visibility — 3/5 applicable dimensions scored
○ Schema Quality ✓ Protocol ✓ Reliability ○ Docs & Maintenance ✓ Security Hygiene — Schema Interpretability
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Schema Quality
25% weight
Protocol Compliance
60
20% weight
Reliability
85
20% weight
Docs & Maintenance
15% weight
Security Hygiene
67
20% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Latency Trend

Latest Health Check

Up
Status
0ms
Connect
862ms
Initialize
1565ms
Ping
100.0%
7-day Uptime
1009ms
Latency p50
Checked 16 minutes ago

Protocol Compliance

5
Tools Found
220ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
50/100
Fuzz Score
20/100
Smoke Test
Schema Issues (5)
absynthesis.payload: missing description
detectoutliers.payload: missing description
missingbias.payload: missing description
missingrowscols.payload: missing description
sanitize_dataset.payload: missing description
Probed 1 month, 2 weeks ago
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