76
/100
B
◉ Complete 5⁄5
vLLM MCP Server
Exposes vLLM capabilities to AI assistants, enabling chat completions, model management, and platform-aware container control with automatic detection of Docker/Podman and GPU availability across Linux, macOS, and Windows.
Docker
Glama
MCP Surface
Tools: 12
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
91
20% weight
Reliability
—
20% weight
Docs & Maintenance
53
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
60
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 100 | Good |
| Description Quality | 60 | Fair |
| Documentation Coverage | 55 | Fair |
| Maintenance Pulse | 46 | Fair |
| Dependency Health | 55 | Fair |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month ago
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