Interactive dependency graph powered by Neo4j with Cytoscape.js visualization. Model your code structure: files, classes, methods, functions, and their relationships. AI agent imports the graph automatically.
File, Class, Method, Function, Const, Module. Each with its own color on the graph.
CONTAINS, CALLS, IMPORTS, INHERITS, USES, IMPLEMENTS. Full code dependency modeling.
Interactive graph with force-directed layout (cose). Zoom, pan, click nodes, filter by type.
Import hundreds of nodes and edges in one request. Perfect for automatic code sync.
Find shortest path between two elements. Cypher query in Neo4j.
Neo4j unavailable? Dashboard works — shows unavailability message.
Add code elements: files, classes, methods. Optionally specify file path and line number.
Define relationships: class CONTAINS method, method CALLS another method, file IMPORTS module.
Open graph view. Click nodes to see details and connections in the side panel.
AI agent can import your code's dependency graph — bulk create nodes and edges via MCP.
Your AI agent can build your code's dependency graph automatically and query it — 9 MCP tools + bulk operations.
Available MCP tools
create_graph_node
Create node with type, name, and optional metadata
bulk_create_graph_nodes
Import multiple nodes in one request
create_graph_edge
Connect two nodes with an edge of given type
bulk_create_graph_edges
Import multiple edges in one request
query_graph
Get full graph or type-filtered subgraph
find_graph_path
Shortest path between two nodes
get_graph_stats
Stats: node and edge counts per type
delete_graph_node
Delete node and cascade its edges
delete_graph_edge
Delete edge between nodes