78
/100
B
◉ Complete 5⁄5
Scalene-MCP
A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural language interactions in supported IDEs.
Glama
MCP Surface
Tools: 7
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
60
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
60
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
94
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 60 | Fair |
| Documentation Coverage | 67 | Fair |
| Maintenance Pulse | 70 | Good |
| Dependency Health | 75 | Good |
| License Clarity | — | Poor |
| Version Hygiene | 80 | Good |
Analyzed 1 month, 1 week ago
Protocol Compliance
Schema Issues (25)
list_project_files.pattern: missing description
list_project_files.max_depth: missing description
list_project_files.exclude_patterns: missing description
set_project_context.project_root: missing description
profile.type: missing description
profile.script_path: missing description
profile.code: missing description
profile.cpu_only: missing description
profile.include_memory: missing description
profile.include_gpu: missing description
profile.reduced_profile: missing description
profile.profile_only: missing description
profile.profile_exclude: missing description
profile.use_virtual_time: missing description
profile.cpu_percent_threshold: missing description
... and 10 more
Probed 1 month, 2 weeks ago
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