Conscriba

Conscriba transforms a website into a format that AI agents can readily access by automatically generating WebMCP tools. It scans the site to identify functional elements such as search fields, contact forms, and product catalogs, then creates corresponding tool definitions that agents can invoke. The system also maps these tools to the site’s existing stack, supporting common platforms and frameworks.

In addition to tool creation, Conscriba provides analytics that monitor AI agent traffic and behavior in real time. A dashboard displays metrics on how agents interact with the generated tools, tracks which interactions lead to conversions, and breaks down usage by AI provider and model. Users can run A/B tests on different tool descriptions to determine which wording yields higher agent engagement and outcomes.

Installation is designed to be lightweight, requiring only a snippet added to the site. The platform offers automated site scans, live intelligence, and optional integrations with popular site builders, allowing developers to iterate on tool definitions and optimization workflows without extensive manual configuration.