74
/100
B
◔ Limited 3⁄4
mcp-colab-gpu
Enables MCP-compatible AI assistants to run Python code on Google Colab GPU/TPU runtimes, supporting accelerators like T4, A100, H100, with background execution and Google Drive integration.
Limited visibility
— 3/4 applicable dimensions scored
✓ Schema Quality
○ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
A remote probe is needed for Protocol and Reliability scores.
Schema Quality
78
25% weight
Protocol Compliance
—
20% weight
Reliability
—
20% weight
Docs & Maintenance
57
15% weight
Security Hygiene
81
20% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 70 | Good |
| Description Quality | 90 | Good |
| Documentation Coverage | 47 | Fair |
| Maintenance Pulse | 45 | Fair |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | 35 | Poor |
Analyzed 4 weeks, 1 day ago