Element context via MCP only matters if the context is exact enough to use.

This page frames MCP around concrete UI artifact data instead of abstract protocol hype, then points back to the selector and bug-reproduction wedge.

• Connect MCP to real UI artifact payloads.

• Keep the narrative concrete and engineering-first.

• Support the thought-leadership cluster without replacing revenue pages.

What element context needs to include

A useful MCP payload needs selectors, DOM hierarchy, visual evidence, accessible meaning, and testing context. Otherwise the agent still has to reconstruct the important parts from weak signals.

Why this matters now

Teams adopting agents already have the same underlying problem humans have: they need exact UI ground truth to work safely and quickly.

Keep future-looking content tied to current workflow value.

This page supports the agent narrative, but every route out of it points back to selectors, exports, and bug reproduction workflows that convert now.

Frequently Asked Questions

Is MCP the product?
No. The product is the exact UI artifact and workflow around it. MCP is just one way that context can be delivered later.