Graphify · the code knowledge graph for AI coding assistants
Your codebase as a knowledge graph your AI assistant queries instead of grepping: no embeddings, just a graph it can trace. Open source, on-device, Ap...
Developer Tool
Summary
Understand-Anything is an open-source plugin that converts codebases into interactive knowledge graphs. It works with Claude Code, Codex, Cursor, Copilot, and Gemini CLI, providing guided tours, semantic search, and architectural visualization to help developers understand complex code visually.
Highlights
- Multi-agent pipeline analyzes every file, function, class, and dependency to build a knowledge graph
- Interactive dashboard with fuzzy and semantic search, guided tours, and diff impact analysis
- Persona-adaptive UI adjusts detail level for junior devs, PMs, or power users
- Supports business-domain mapping, architectural layer visualization, and incremental re-analysis for large monorepos
- Works across multiple AI coding assistants and supports local model integration via Ollama
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Context
Audience
Developers joining new teams or working with large unfamiliar codebases, technical leads needing to communicate architecture, and anyone who wants to explore code structure visually rather than reading files linearly
DomainDeveloper Productivity
Formatopen-source plugin with interactive web dashboard
Accessopen source on GitHub
Source Overview
Understand-Anything is a multi-agent pipeline plugin for Claude Code, Codex, Cursor, Copilot, and Gemini CLI that converts codebases, documentation, or knowledge bases into interactive knowledge graphs.
It generates an explorable dashboard with fuzzy and semantic search, guided tours, diff impact analysis, architectural layer visualization, and business-domain mapping. The plugin supports incremental re-analysis, multi-language output, local model integration via Ollama, and subdirectory scoping for large monorepos.
Topics
Related
Claude CodeCodebase onboardingKnowledge graph visualizationArchitectural layeringOllamaMonorepo analysis
