One click captures live UI state. MCP Server lets AI see pages, click buttons, fill forms. Claude, GPT, Gemini, Codex — they act on what they actually see.
No element IDs. No computed styles. No z-index. No ARIA roles. Burns vision tokens on pixels.
2.3 MB of scripts, navs, widgets. Fills context before AI reads anything useful.
No computed styles, no positions, no z-index. What assistive tech sees ≠ what's rendered.
You pick an element — get a structured SiFR snapshot in clipboard or file. Paste into any LLM chat. Debug, review, audit.
AI tools connect to your browser directly. They see pages, find elements, click buttons, fill forms, scroll. Eyes and hands.
sifr_captureGet E2LLM MCP from Chrome or Firefox store
Click extension icon, authenticate
Extension shows MCP config — paste into AI tool
AI is connected to your browser
AI uses your browser with your sessions. Government portals, corporate intranets, private forums, paid subscriptions — if you can access it, AI can act in it.
Complex portal, unclear instructions, bureaucratic forms. Ask "what is this page asking me to do?" — AI explains and acts. Zero prompt engineering required.
DOM-based, not vision. CJK, RTL, Cyrillic work natively. Find a bus in rural Korea, read Chinese policy, navigate Arabic gov portals — zero language config.
AI sees all your tabs across browsers. Compare alternatives, cross-post between AI tools, research and leave tabs open for your review.
Point AI at your staging URL. One prompt, full audit — bugs, UX issues, i18n, responsive breaks. You don't need a QA team.
Every website becomes usable. AI acts on behalf of users who can't navigate complex UIs — motor, visual, cognitive, language barriers. Agency, not charity.
| Screenshots | Raw HTML | AXTree | E2LLM + SiFR | |
|---|---|---|---|---|
| Element IDs | ✗ | ✓ | partial | ✓ labeled |
| Computed Styles | ✗ | ✗ | ✗ | ✓ |
| Salience Scoring | ✗ | ✗ | ✗ | ✓ |
| Spatial Context | pixels | ✗ | ✗ | ✓ mapped |
| Token Cost | vision $$$ | ~600K | ~15K | ~2–5K |
| Actions (click/fill) | ✗ | ✗ | ✗ | ✓ MCP |
| Change Detection | ✗ | ✗ | ✗ | ✓ diff |