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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.
Constellix AIOpensource AI scraper and MCP server
shashank guptaleft a comment
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...
Constellix AIOpensource AI scraper and MCP server