Domscribe is an open-source pixel-to-code development tool that bridges the gap between running web applications and their source code by enabling AI coding agents to see and modify frontend elements directly.
https://domscribe.com/?ref=producthunt
Domscribe

Product Information

Updated:Mar 31, 2026

What is Domscribe

Domscribe is a development tool that solves the disconnect between code and UI by allowing AI coding agents to interact with frontend elements in real-time. It works as a bridge between your running web application and its source code, featuring build-time stable IDs, deep runtime context capture, and framework-agnostic implementation. Licensed under MIT, Domscribe integrates with any MCP-compatible agent and supports major frameworks like React, Vue, Next.js, and Nuxt.

Key Features of Domscribe

Domscribe is an open-source tool that bridges the gap between frontend UI and AI coding agents by providing bidirectional communication between DOM elements and source code. It injects stable IDs at build time, captures runtime context (props, state, DOM), and allows agents to both query live UI states and implement UI changes with precise source location mapping, all while being framework-agnostic and maintaining zero production impact.
Build-time Stable IDs: Injects deterministic data-ds attributes via AST parsing, ensuring stability across hot module reloading and fast refresh without runtime heuristics
Deep Runtime Context Capture: Extracts live props, state, and DOM snapshots through React fiber walking and Vue VNode inspection, providing complete component context
Bidirectional UI-Code Mapping: Enables both clicking UI elements to locate source code and querying source locations to see live UI rendering
Framework Agnostic Integration: Works with multiple frameworks (React, Vue, Next.js, Nuxt) and bundlers (Vite, Webpack, Turbopack) while maintaining MCP compatibility

Use Cases of Domscribe

AI-Assisted UI Development: Enables AI agents to make precise UI modifications by understanding the exact context and location of elements in the codebase
Automated Bug Fixing: Allows agents to quickly locate and fix UI issues by directly mapping visual problems to source code locations
Development Workflow Optimization: Streamlines the development process by eliminating manual searching and context-switching between UI and code

Pros

Zero production impact with all debug features stripped in production builds
Comprehensive framework support and bundler compatibility
Strong security with built-in PII redaction

Cons

Currently in alpha version with some failing tests
Requires development server to be running for functionality
Additional setup and configuration needed for each project

How to Use Domscribe

Install Domscribe: Run 'npx domscribe init' in your project directory. This will automatically detect your framework and set up the necessary configurations.
Enable browser overlay: After installation, Domscribe will add an overlay to your running web application that allows you to interact with DOM elements.
Click elements to make changes: Click any element in your running app through the browser overlay. The element will be highlighted and selected for modification.
Describe desired changes: Type in plain English what changes you want to make to the selected element (e.g. 'make the button blue'). Submit your instruction.
Review agent changes: Domscribe will capture the element's source location and context, then relay it to your coding agent. The agent will implement the changes in the correct source file and line.
Verify modifications: Changes will be reflected in real-time through WebSocket relay. You can verify that the modifications were made correctly in both the UI and source code.
Access annotations: All annotations are stored as JSON files in the .domscribe/annotations/ directory of your project, which can be accessed via REST APIs.
Production deployment: For production builds, Domscribe automatically strips out all data-ds attributes, overlay scripts and relay connections to ensure zero production impact.

Domscribe FAQs

Domscribe is an open-source tool that bridges the gap between AI coding agents and frontend development. It allows agents to see and interact with the frontend by providing build-time stable IDs, deep runtime context capture, and bidirectional querying between source code and DOM elements.

Latest AI Tools Similar to Domscribe

Gait
Gait
Gait is a collaboration tool that integrates AI-assisted code generation with version control, enabling teams to track, understand, and share AI-generated code context efficiently.
invoices.dev
invoices.dev
invoices.dev is an automated invoicing platform that generates invoices directly from developers' Git commits, with integration capabilities for GitHub, Slack, Linear, and Google services.
EasyRFP
EasyRFP
EasyRFP is an AI-powered edge computing toolkit that streamlines RFP (Request for Proposal) responses and enables real-time field phenotyping through deep learning technology.
Cart.ai
Cart.ai
Cart.ai is an AI-powered service platform that provides comprehensive business automation solutions including coding, customer relations management, video editing, e-commerce setup, and custom AI development with 24/7 support.