LLM-ready web data tools

Return output shaped for direct hand-off to a language model: clean text or JSON with the page chrome stripped. Removes the pre-processing most RAG pipelines bolt on.

10 tools

You.com

Composable web, news, and research search APIs for enterprise agents

PaidMar 2026AI-Native Search APIs

Jina AI

Reader API that turns any URL into clean markdown, now part of Elastic

FreemiumMar 2026AI-Native Search APIs

Seltz

Web knowledge API running its own Rust crawler and hybrid index

FreemiumJun 2026AI-Native Search APIs

Valyu

Search API spanning the web plus arXiv, PubMed, and SEC filings

FreemiumJun 2026AI-Native Search APIs

Ceramic

Independent search index behind a single JSON endpoint for agents

FreemiumJun 2026AI-Native Search APIs

Firecrawl

Turns any website into LLM-ready markdown via a single API

Freemium132K+Web Crawl & Data Extraction APIs

Webclaw

Rust page-to-markdown API that skips the headless browser

Freemium1.4K+Web Crawl & Data Extraction APIs

Context.dev

URL-to-markdown API with an added brand-data layer for agents

FreemiumJul 2026Web Crawl & Data Extraction APIs

Steel.dev

Open-source browser API with stealth and session management

FreemiumMar 2026Browser Infrastructure

Crawl4AI

Open-source crawler shaped for RAG, the most-starred on GitHub

Free68K+Open Source Frameworks