AI coding assistant that maps your entire project into a knowledge graph you can query instead of grepping through files. Understand complex codebases in seconds.
Everything you need to understand and navigate complex codebases
Ask questions in natural language and get precise answers about your codebase without reading files.
Explore your code as an interactive graph. Click nodes, filter, and search to understand relationships.
Automatically resolved imports, calls, and inheritance across your entire codebase via tree-sitter AST.
Automatically identify clusters of related code and get meaningful labels for each subsystem.
Code parsing happens locally with no LLM calls. Your code never leaves your machine.
Works with Claude Code, Cursor, Codex, Gemini CLI, GitHub Copilot, and 15+ more platforms.
Transform your codebase into a queryable knowledge graph in three simple steps
Install the CLI and register the skill with your AI assistant. Takes just 30 seconds.
Run `/graphify .` to parse your code, docs, and media into a comprehensive knowledge graph.
Use natural language queries, path tracing, and explanations to understand your codebase instantly.
Watch how Graphify helps you navigate complex codebases
$ graphify explain "APIRouter"
Node: APIRouter
Source: routing.py L2210
Community: 2
Degree: 47
Connections (47):
--> RequestValidationError [uses] [INFERRED]
--> Dependant [uses] [INFERRED]
--> .get() [method] [EXTRACTED]
<-- __init__.py [imports] [EXTRACTED]
...
Install Graphify and transform how you understand code
# Install the CLI
uv tool install graphifyy # or pipx install graphifyy
# Register with your AI assistant
graphify install
# Build your knowledge graph
/graphify .
# You get three files:
# ├── graph.html Interactive visualization
# ├── GRAPH_REPORT.md Key insights & connections
# └── graph.json Full graph data
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