Turns code into an interactive knowledge graph for onboarding and exploration by humans and agents. The creator ran it on the Future Tools site and his second brain, showing visual maps of the architecture, and asked where a new developer should start.
Understand Anything at a glance
- What is Understand Anything?
- Understand Anything is a library from Egonex AI. Claude Code plugin that builds an interactive knowledge graph of a codebase or wiki using a multi-agent pipeline.
- Who makes Understand Anything?
- Understand Anything is made by Egonex AI.
- Does Understand Anything work in the EU?
- Available in the EU. Distributed as a plugin via a public GitHub repository and runs locally on the user's host platform, with no regional restrictions mentioned. A local model such as Ollama can be used for privacy. Last verified 14 Nov 2026.
- How much does Understand Anything cost?
- Free. Plugin is installed from a GitHub marketplace; no price is listed. Running it consumes tokens on the user's own model plan or local model.
- Where was Understand Anything shown?
- In 1 creator video by Matt Wolfe. Most recently by Matt Wolfe on 24 Jun 2026, at 14:14 in “The 9 Best Claude Skills (Free) That Feel Like Cheat Codes”.
Sources: the vendor's own pages (linked above) and creator videos at the linked timestamps. EU status is information, not legal advice; see how we check.
Understand Anything is a plugin from Egonex AI for Claude Code that analyzes a project with a multi-agent pipeline. It extracts files, functions, classes and dependencies, and saves them as a knowledge graph (.ua/knowledge-graph.json). A web dashboard then lets users explore the graph visually, search it, and read plain-English summaries of each node.
Beyond the structural view, it offers a domain view that maps code to business processes, guided tours ordered by dependency, fuzzy and semantic search, and diff impact analysis. It also has a persona-adaptive UI and architectural layer grouping. A separate /understand-knowledge command turns Karpathy-pattern LLM wikis into force-directed knowledge graphs. Slash commands include /understand, /understand-dashboard, /understand-chat, /understand-diff, /understand-explain and /understand-onboard.
The README says it also works with other agent platforms such as Devin, Codex, Cursor, Copilot and Gemini CLI. Output can be localized (en, zh, zh-TW, ja, ko, ru, vi). The first /understand run analyzes the whole codebase and can use many tokens on large projects. Later runs are incremental. A local model provider such as Ollama can be configured for privacy. License and pricing are not stated in the provided material.
- Multi-agent analysis producing a knowledge graph of files, functions, classes and dependencies
- Interactive dashboard with search, layer grouping and plain-English node summaries
- Guided tours, onboarding guides and codebase Q&A via slash commands
- Diff impact analysis before committing changes
- Knowledge-base mode for Karpathy-pattern LLM wikis
- Incremental re-analysis and localized output in several languages
As seen on YouTube
Watch the moment: the exact second top creators show it. Videos load only when you press play, via youtube-nocookie.com.
Similar AI tools
Closest neighbours by meaning, not just by category.
Graphify
Library · Graphify Labs
Open-source CLI and agent skill that turns code, docs, PDFs and media into a queryable local knowledge graph.
Claude Code
App · Anthropic
Anthropic's Claude assistant and agentic coding tool, with chat apps, Projects, skills, connectors and Claude Code.
Claude Code in-app browser
App · Anthropic
In-app browser in the Claude Code desktop app with element annotation for requesting edits to web pages.
Ego Lite
App
Open-source desktop browser that lets AI agents like Claude Code or Codex automate tasks in isolated Spaces using your logins.
Claude Code Agent View
App · Anthropic
Claude Code CLI view that lists and manages multiple parallel Claude Code sessions, showing which need input or are done.
Nexos
App
Multi-model AI workspace giving access to ChatGPT, Claude, Gemini and other models, with a no-code agent builder.
