Webclaw
Turn any website into LLM-ready data
Webclaw launched on May 20, 2026 with 17 votes, #950 of 20,538 launches that month and more than 95% of that year's launches.
What it does
Webclaw turns websites into clean markdown, JSON, structured data, and LLM-ready content. Use it to scrape pages, crawl docs, extract fields, summarize, diff changes, and feed reliable web context into AI agents, RAG pipelines, CLI workflows, SDKs, and MCP clients. Designed for developers building with Claude Code, Cursor, LangChain, LlamaIndex, and custom agents.
Turn any website into LLM-ready markdown, JSON, or structured data. No browser, no Selenium. Handles bot protection. Returns static pages in around 118ms.
webclaw is a web scraping API that turns any URL into clean, LLM-ready markdown or JSON, with 90% fewer tokens than raw HTML. A drop-in Firecrawl replacement. Sign in and it runs for real — 3 free runs a day, no card. The hosted API is a paid plan from $19/mo; the open-source core is free to self-host. Webclaw is a Firecrawl alternative with a drop-in /v2 route and an open-source Rust core: swap one base URL, keep every call you already wrote, and ship product instead of scraping infra. Any of these 11 endpoints, in curl, TypeScript, Python, or Go — with the response it actually returns, rendered or raw. One API key, one credit pool, billed by what you use. Scrape . Turn any URL into clean,…from webclaw.io
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LLM Scraper – turn any webpage into structured data2024 · github.com · ▲88Turn any webpage into structured data using LLMs. Contribute to mishushakov/llm-scraper development by creating an account on GitHub.
/agent by Firecrawl Dec 2025 · firecrawl.dev · ▲569While building mendable - we found that feeding LLMs well-structured markdown improved accuracy. We also found it surprisingly hard. We found some great tools online, but none reliably handled the entire process. We wanted an API that took a URL, crawled the pages in the URL, and gave us an easy-to-use, up-to-date markdown we could feed into our index. So, we released an open-source repo and an API that crawls and turns entire websites into a markdown with just a few lines of code The API handles: - Crawling without consistent sitemaps - Infra to handle running many crawling jobs - Proxying,…

I wrote an open-source browser alternative for Computer Use for any LLM2024 · github.com · ▲180Hey HN, I made Browser-Use, an open-source tool that lets (all Langchain supported) LLMs execute tasks directly in the browser just with function calling. It allows you to build agents that interact with web elements using natural language prompts. We created a layer that simplifies website interaction for LLMs by extracting xPaths and interactive elements like buttons and input fields (and other fancy things). This enables you to design custom web automation and scraping functions without manual inspection through DevTools. Hasn't this been done a lot of times? Good question, as a general…

Turn any website into a knowledge base for LLMs2024 · embedding.io · ▲305I built this tool because I wanted a way to just take a bunch of URLs or domains, and query their content in RAG applications. It takes away the pain of crawling, extracting content, chunking, vectorizing, and updating periodically. I'm curious to see if it can be useful to others. I meant to launch this six months ago but life got in the way...
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