webmcp annotation generator
Add WebMCP annotations to help AI agents navigate, search, and interact with your website forms.
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About this skill
The problem
AI browsing agents struggle to interact with websites because they have to guess how your DOM works. This leads to failed form submissions, broken checkout flows, and poor agent performance on your site.
What it does
- Identifies actionable forms on your site that are suitable for agent interaction.
- Generates precise
toolnameandtooldescriptionattributes for your existing HTML forms. - Creates tool descriptions that define when an agent should trigger an action and what it should expect in return.
- Provides a security audit for each exposed endpoint to prevent unauthorized or destructive agent actions.
- Maps out imperative tool registrations via
navigator.modelContextfor complex JavaScript-driven flows.
Why this beats prompting it yourself
Generic LLMs often invent non-existent attributes or suggest outdated WebMCP signatures. This skill follows a strict protocol to ensure you ship pair-complete annotations that actually register as tools in Chrome, while enforcing a security ladder that protects your site from autonomous software.
Use cases
- Making a booking or reservation system agent-operable.
- Allowing AI agents to perform complex searches or availability lookups.
- Annotating B2B lead generation and quote request forms for autonomous agents.
- Onboarding sites into the Chrome WebMCP origin trial.
Known limitations
WebMCP is currently Chrome-only and part of a time-boxed origin trial. This skill does not support MCP server development or generic SEO optimization.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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