Lens

Lens

MCP server for visual feedback, video direction, and QA assertions on web pages, enabling AI agents to read, reply, and resolve annotations in real time.

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README

Lens

Point. Describe. Ship.

Chrome extension for visual feedback, video direction, and QA assertions on any web page. Click any element, describe what needs to change, and get structured annotation data that routes directly to your AI coding agent via MCP — or copy it to your clipboard.

Chrome Extension Manifest V3 TypeScript


Quick Start

npm install
npm run build

Then load dist/ into Chrome:

  1. Go to chrome://extensions
  2. Enable Developer mode (top right)
  3. Click Load unpacked → select the dist/ folder

MCP Setup

Lens ships with an MCP server that lets any AI coding agent in VS Code read your annotations, reply, and resolve them — all through the standard Model Context Protocol.

VS Code (Copilot, Copilot Chat, any MCP-capable extension)

Zero config. Open this project in VS Code. The .vscode/mcp.json file auto-registers the server. Your AI sees the lens_* tools immediately.

Claude Code

Already configured via .claude/settings.json when you open this project. If you want it globally:

{
  "mcpServers": {
    "lens": {
      "command": "npx",
      "args": ["tsx", "src/mcp-bridge/server.ts"],
      "cwd": "/path/to/lens"
    }
  }
}

Add to ~/.claude/settings.json.

Cline / Continue / Roo Code

Add to your extension's MCP config (check each extension's docs for the settings file location):

{
  "mcpServers": {
    "lens": {
      "command": "npx",
      "args": ["tsx", "src/mcp-bridge/server.ts"],
      "cwd": "/path/to/lens"
    }
  }
}

Cursor

Add to .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "lens": {
      "command": "npx",
      "args": ["tsx", "src/mcp-bridge/server.ts"],
      "cwd": "/path/to/lens"
    }
  }
}

Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "lens": {
      "command": "npx",
      "args": ["tsx", "src/mcp-bridge/server.ts"],
      "cwd": "/path/to/lens"
    }
  }
}

MCP Tools

Once connected, your AI agent has these tools:

Tool Description
lens_get_pending Get all pending annotations (optionally filter by project_slug)
lens_get_session Get a session by ID or URL
lens_acknowledge Mark annotation as seen
lens_resolve Mark annotation as fixed (with optional message)
lens_dismiss Dismiss annotation
lens_reply Reply to an annotation thread

When the AI resolves or replies, the Chrome extension updates in real time via SSE.


Three Modes

Feedback

Click any element to report visual bugs. Lens captures the DOM selector, bounding box, computed styles, and React/Vue/Angular component tree automatically. You describe what's wrong; Lens packages the context.

Video Director

Build cinematic sequences by selecting elements and assigning camera actions (zoom, pan, highlight, crossfade). Each annotation becomes a sequence step with timing, easing, and optional narration. Export as a Remotion composition manifest.

QA Assertion

Click elements and define what should be true about them (exists, visible, text equals, style matches, layout within bounds). Export as a Playwright test file with real selectors.

Usage

Popup Controls

  • Activate Lens — Injects the overlay onto the current page
  • Open Panel — Opens the side panel for annotation management and export
  • Mode Buttons — Switch between Feedback, Video Director, and QA Assertion

Shortcuts (active when Lens is on)

Key Action
⌘⇧L Toggle Lens on/off
F Feedback mode
V Video Director mode
Q QA Assertion mode
C Copy all annotations to clipboard
H Hide/show markers
Esc Deactivate Lens
1-9 Jump to annotation by number

Side Panel

  • View all annotations in the current session
  • Set project context (slug, name, repo) for MCP routing
  • Export as Markdown, JSON, Playwright tests, or Remotion manifest
  • Copy all feedback to clipboard
  • Manage annotation status

Clipboard Export

Press C while Lens is active, or use the side panel's Copy button:

# 🔍 Lens Feedback — My App
**Page:** https://example.com/editor
**Date:** Mar 19, 2026
**Items:** 3

## 🔴 Blocking (1)
- **[Fix]** Button overlaps the sidebar on mobile
  `<button>` → `div.editor-toolbar > button:nth-child(3)`
  Component: EditorToolbar → ActionButton

Architecture

┌─────────────────────────────────────────────────────┐
│ Chrome Extension (Manifest V3)                      │
│                                                     │
│  ┌──────────────┐  ┌──────────────┐  ┌───────────┐ │
│  │ Content Script│  │ Side Panel   │  │  Popup    │ │
│  │ • Selection  │  │ • Ann. list  │  │ • Toggle  │ │
│  │ • Highlight  │  │ • Export     │  │ • Mode    │ │
│  │ • Annotation │  │ • Project    │  │ • Panel   │ │
│  │   popup      │  │   context    │  │   opener  │ │
│  └──────┬───────┘  └──────┬───────┘  └─────┬─────┘ │
│         └─────────┬───────┴────────────────┘       │
│          ┌────────┴────────┐                        │
│          │ Service Worker  │                        │
│          │ • IndexedDB     │                        │
│          │ • Session mgmt  │                        │
│          │ • MCP relay     │                        │
│          └────────┬────────┘                        │
└───────────────────┼─────────────────────────────────┘
                    │
           ┌────────┴────────┐
           │ MCP Server      │
           │ (stdio + :4848) │
           │ • MCP tools     │
           │ • SSE stream    │
           └────────┬────────┘
                    │
           ┌────────┴────────┐
           │ AI Agent        │
           │ (any MCP client)│
           └─────────────────┘

Source Layout

src/
├── background/
│   ├── service-worker.ts    # Session persistence, messaging, tab capture
│   └── mcp-server.ts        # In-extension MCP tool handler
├── content/
│   ├── content.ts           # Main content script entry
│   ├── selector-engine.ts   # DOM targeting, CSS/XPath generation
│   ├── annotation-popup.ts  # On-page annotation form
│   └── styles.ts            # Injected CSS
├── sidepanel/
│   ├── index.html
│   ├── sidepanel.ts         # Annotation list, export, project context
│   └── sidepanel.css
├── popup/
│   ├── index.html
│   ├── popup.ts             # Mode toggle, side panel opener
│   └── popup.css
├── shared/
│   ├── raf-schema.ts        # Annotation format types
│   ├── constants.ts         # Design tokens, message types
│   ├── serializers.ts       # Markdown, JSON, Remotion, Playwright exporters
│   └── storage.ts           # IndexedDB wrapper
├── mcp-bridge/
│   └── server.ts            # MCP stdio server + HTTP listener
└── icons/
    └── generate-icons.ts    # SVG → PNG icon generator

Development

npm run dev         # Watch mode
npm run typecheck   # Type check
npm run build       # Production build

After building, reload the extension in chrome://extensions.

License

MIT


Made with ❤ by RenderDraw

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