A/B Test Your WebMCP Tools

Auto-generate tool definitions from any website, serve them to AI agents, and optimize with A/B testing. One script tag, zero code changes.

Open source and free. Takes less than 10 minutes.

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How It Works

https://linear.com
Create Issue
form95%
Search Issues
form92%
Update Status
button88%
Add Comment
form85%
Assign Member
button82%
List Projects
api78%

See It In Action

# Scan a website and discover tool definitions
npx @keak/webmcp-core scan https://your-website.com

# Output:
# ✓ Found 12 interactive elements
# ✓ Proposed 8 tool definitions
#
# Tools discovered:
#   search_products    (read)   Search the product catalog
#   add_to_cart        (write)  Add an item to the shopping cart
#   submit_contact     (write)  Submit the contact form
#   subscribe_email    (write)  Subscribe to the newsletter
#   filter_results     (read)   Filter search results
#   toggle_darkmode    (read)   Toggle dark mode
#   checkout           (danger) Start the checkout process
#   login              (write)  Log in to the account

Features

Auto-Generate Tools

Scan any website to automatically discover forms, buttons, and APIs — then generate WebMCP tool definitions.

A/B Test Definitions

Experiment with different tool names, descriptions, and schemas to find what AI agents respond to best.

One Script Tag

Tools are served via the same Keak script already on your site. No SDK changes needed.

Works Everywhere

React, Shopify, WordPress, static HTML — the embedded script registers tools on any platform.

Monitor Agent Usage

Track which tools agents invoke, success rates, latency, and errors in real-time.

Auto-Promote Winners

Statistical significance testing with automatic promotion of winning tool definitions.

Open Source

Keak WebMCP is fully open source. Join our growing community of contributors building the future of AI agent optimization.

Get in Touch

Contact Us

Have questions about WebMCP or want to learn more about A/B testing your AI tools? Drop us a message.

Ready to optimize your WebMCP tools?

Start scanning your website in seconds. Auto-generate tool definitions and let A/B testing find the best ones.