Boost your Playwright/Puppeteer with Gemini + MCP server for structured web data. No more paying for tools like Firecrawl or AgentQL—just plug in your Gemini API key and go. Smarter agents, cleaner data, zero extra cost.

AppSignal — Track your app’s health, errors and performance with ease

Track your app’s health, errors and performance with ease

Why did I build this? Because I was tired of constantly rewriting scripts every time a website changed. It was frustrating, time-consuming, and the tools that solved this—like Firecrawl or AgentQL—were behind a paywall I couldn’t afford. What’s new and unique? My tool combines the power of Gemini with Playwright/Puppeteer, letting you intelligently interact with the web—no brittle scripts, no expensive subscriptions. Plus, with the MCP server, agents can extract structured data directly from any page. What am I most proud of? Making powerful AI-driven browsing accessible to everyone. It's simple, lightweight, and works right out of the box—just an npm install away. I believe no developer should be held back by the inability to afford expensive tools.

AppSignal — Track your app’s health, errors and performance with ease

Track your app’s health, errors and performance with ease

Constellix AI

Opensource AI scraper and MCP server.

Opensource AI scraper and MCP server.