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CrawlAPI
Web scraping API for AI agents — URL to markdown
CrawlAPI turns any URL into clean markdown and structured data, built for LLM pipelines, AI agents, and RAG systems. 3 endpoints: • /scrape — single URL to markdown + metadata • /batch — up to 10 URLs in parallel • /search — search query → scrape top results Ships with OpenAPI spec + LangChain/CrewAI tool manifests. Drop it straight into your agent. Free tier available. $9.99/mo for 5,000 calls.
I built CrawlAPI after getting frustrated with the existing options — Firecrawl and ScrapingBee are great but start at $19-49/month, which is steep if you're just adding browsing to a side project or prototype.
The "agent-native" angle was the key insight: instead of making developers figure out how to integrate a generic scraping API, CrawlAPI ships with copy-paste tool manifests for every major agent framework. LangChain, CrewAI, OpenAI Assistants — all covered.
Free tier is genuinely useful (50 calls/day), no credit card required.
Would love feedback from anyone building agents — what's your current web browsing setup? Happy to answer questions!
About CrawlAPI on Product Hunt
“Web scraping API for AI agents — URL to markdown”
CrawlAPI was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #211 on the daily leaderboard. CrawlAPI turns any URL into clean markdown and structured data, built for LLM pipelines, AI agents, and RAG systems. 3 endpoints: • /scrape — single URL to markdown + metadata • /batch — up to 10 URLs in parallel • /search — search query → scrape top results Ships with OpenAPI spec + LangChain/CrewAI tool manifests. Drop it straight into your agent. Free tier available. $9.99/mo for 5,000 calls.
On the analytics side, CrawlAPI competes within API, Developer Tools and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how CrawlAPI performed against the three products that launched closest to it on the same day.
Who hunted CrawlAPI?
CrawlAPI was hunted by Jason Wolf. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of CrawlAPI including community comment highlights and product details, visit the product overview.
Jason Wolf
Hey PH! 👋
I built CrawlAPI after getting frustrated with the existing options — Firecrawl and ScrapingBee are great but start at $19-49/month, which is steep if you're just adding browsing to a side project or prototype.
The "agent-native" angle was the key insight: instead of making developers figure out how to integrate a generic scraping API, CrawlAPI ships with copy-paste tool manifests for every major agent framework. LangChain, CrewAI, OpenAI Assistants — all covered.
Free tier is genuinely useful (50 calls/day), no credit card required.
Would love feedback from anyone building agents — what's your current web browsing setup? Happy to answer questions!