OpticParse provides edge-native, zero-CSS web scraping and real-time cybersecurity scanning for autonomous AI agents. Built with native toolkits for LangChain, LlamaIndex, MCP (Claude & Cursor), and ElizaOS. Extracts clean Markdown with 96% noise reduction while PhishVision shields agents from zero-day phishing kits and crypto wallet drainers.

Hey Product Hunt community! 👋 We built OpticParse because we kept running into the same frustrating problem: whenever websites update their layout or rotate their CSS class names, automated scraping in our AI agents broke. OpticParse uses visual heuristics at the edge to convert complex, dynamic JavaScript pages into clean Markdown without fragile selectors, cutting HTML token noise by 96%. Along with it, we built PhishVision directly into the retrieval loop—giving agents an active security shield to inspect unknown URLs for brand spoofing, phishing kits, and wallet drainers before clicking. Everything is open-source and live on PyPI: - pip install langchain-opticparse - pip install llama-index-tools-opticparse We'd love to hear your feedback, questions, and ideas for new features!

🔥 Quick question for fellow AI agent & scraper builders: What is the #1 website that currently breaks your scraper or agent loop?

Drop the URL in the replies below and I'll run it live through OpticParse's zero-CSS visual engine right here in the thread! 🚀

🔥 Quick question for fellow AI agent & scraper builders: What is the #1 website that currently breaks your scraper or agent loop?

Drop the URL in the replies below and I'll run it live through OpticParse's zero-CSS visual engine right here in the thread! 🚀

OpticParse

Zero-CSS web scraper & threat shield for AI agents

Zero-CSS web scraper & threat shield for AI agents