Interactive Visualization With Server Backend

via “web-based interactive graph visualization”

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

Unique: Provides an embedded web visualization server that renders the code graph as an interactive node-link diagram with real-time updates from the indexed database. Enables visual exploration of code structure without external tools or manual graph export.

vs others: More integrated than external visualization tools (Graphviz, Cytoscape) because it's built-in and updates automatically; more interactive than static diagrams because it supports zooming, panning, and filtering.