Code & Data Visualizers
Turn raw JSON, dependency trees, and Git commands into clear, interactive diagrams.
Debug faster by seeing the “Big Picture” instantly.
NPM Dependency Visualizer
Paste your package.json file to generate an interactive node graph. Spot bloated libraries, circular dependencies, and version conflicts instantly.
JSON to Mermaid Flowchart
Convert nested JSON objects into Mermaid JS flowcharts. Perfect for documenting API data flows or explaining data structures to non-developers.
JSON Schema Explorer
Don’t read 5,000 lines of JSON. View your data as an interactive tree view with collapsible nodes, types, and value highlighting.
Instant Mock JSON
Paste your package.json file to generate an interactive node graph. Spot bloated libraries, circular dependencies, and version conflicts instantly.
Why You Need to Visualize Code
Software development is often abstract. We stare at lines of text—JSON arrays, XML configs, and terminal outputs—trying to build a mental model of how systems interact. This cognitive load slows us down. ToolsHref Visualizers bridge the gap between “Code” and “Understanding.”
Whether you are documenting an API for your team or trying to untangle a legacy project’s dependency tree, seeing the data graphically can turn a 2-hour debugging session into a 5-minute fix.
Solving “Dependency Hell”
Modern JavaScript development relies heavily on NPM. A simple project might have 5 direct dependencies, but those 5 pull in 500 others. Our NPM Visualizer parses your package.json file locally and renders a force-directed graph. This allows you to:
- Identify duplicate packages (e.g., loading Lodash versions 3 and 4 simultaneously).
- Find “heavy” libraries that are bloating your bundle size.
- Visualize the depth of your dependency chain.
From JSON to Documentation
Documentation is the hardest part of software engineering. Often, developers want to include a diagram of an API response in their README, but they don’t want to draw boxes manually in Figma. Our JSON to Mermaid Generator automates this. You paste the actual JSON response from your server, and we generate the Markdown-compatible Mermaid.js syntax. You can copy this directly into GitHub or GitLab.