81
/100
B
◉ Complete 5⁄5
Graphistry MCP
GPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.
Glama
MCP Surface
Tools: 17
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
90
25% weight
Protocol Compliance
82
20% weight
Reliability
—
20% weight
Docs & Maintenance
56
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
90
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 90 | Good |
| Description Quality | 90 | Good |
| Documentation Coverage | 50 | Fair |
| Maintenance Pulse | 39 | Poor |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | 35 | Poor |
Analyzed 1 month ago
Protocol Compliance
Schema Issues (38)
visualize_graph.graph_data: missing description
get_graph_info.graph_id: missing description
apply_layout.graph_id: missing description
apply_layout.layout: missing description
detect_patterns.graph_id: missing description
encode_point_color.graph_id: missing description
encode_point_color.column: missing description
encode_point_color.categorical_mapping: missing description
encode_point_color.default_mapping: missing description
encode_point_color.as_continuous: missing description
encode_point_size.graph_id: missing description
encode_point_size.column: missing description
encode_point_size.categorical_mapping: missing description
encode_point_size.default_mapping: missing description
encode_point_icon.graph_id: missing description
... and 23 more
Probed 1 month ago
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