66
/100
C
◐ Assessed 4⁄3
python-ai-kit
Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!
Links:
Assessed visibility
— 4/3 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
Schema Quality
72
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
62
25% weight
Security Hygiene
95
33% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 70 | Good |
| Description Quality | 75 | Good |
| Documentation Coverage | 48 | Fair |
| Maintenance Pulse | 81 | Good |
| Dependency Health | — | Poor |
| License Clarity | 100 | Good |
| Version Hygiene | 90 | Good |
Analyzed 1 month ago
Add this to your README to display your MCP Scoreboard grade:
