Graphistry

概要

Graphistry integrates GPU-accelerated graph visualization with the Model Control Protocol (MCP), providing AI assistants and LLMs with advanced graph analytics capabilities. It allows for visualizing and analyzing complex network data through a standardized, LLM-friendly interface, including features like pattern discovery, relationship analysis, community detection, and anomaly detection. It supports various data formats (Pandas, NetworkX, edge lists) and is designed for easy integration with LLM workflows.

主な機能

• GPU-accelerated graph visualization
• Support for various data formats (Pandas, NetworkX, edge lists)
• 3 GitHub stars
• Network analytics (community detection, centrality, path finding, anomaly detection)
• Advanced pattern discovery and relationship analysis
• LLM-friendly API with single `graph_data` dict

ユースケース

• Visualizing relationships within large datasets for LLM understanding
• Identifying patterns and anomalies in network data using LLMs
• Enhancing LLM reasoning capabilities through interactive graph exploration