63
/100
C
◉ Complete 6⁄6
LLM API Benchmark MCP Server
Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.
Complete visibility
— 6/6 applicable dimensions scored
✓ Schema Quality
✓ Protocol
✓ Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
96
25% weight
Protocol Compliance
60
20% weight
Reliability
—
20% weight
Docs & Maintenance
41
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
94
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Latest Health Check
Checked 1 month ago
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 100 | Good |
| Description Quality | 90 | Good |
| Documentation Coverage | 40 | Fair |
| Maintenance Pulse | 20 | Poor |
| Dependency Health | 55 | Fair |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month ago