jurl

jurl is a command-line tool that extracts specific answers, links, code, or photos from web pages verbatim.

jurl is a command-line tool that reads web pages and extracts exactly what you ask for, word for word. Instead of using a chatbot or summarizing text, it evaluates paragraphs, links, and images, then prints the exact winners in page order. It handles JavaScript-rendered pages using a headless browser called Lightpanda. It is designed for developers, scripts, cron jobs, and AI agents that need precise extractions without token bloat or made-up answers. The tool can read alt text, analyze image pixels, follow links across a site, and output JSON or precise text snippets.

jurl at a glance

Best for: Software engineer, Researcher
Runs on: CLI, API, open source
Pricing: Free to try; open source under MIT or Apache-2.0
Released: October 2026
Category: AI search engine
Website: jurl.dev

Key features

Scrapes specific content verbatim from web pages
Evaluates and selects images using alt text or pixels
Renders JavaScript-heavy pages via Lightpanda
Follows links across a site with depth controls
Outputs exact text, JSON, or code blocks
Integrates with AI agents as an MCP tool
Returns explicit failure codes when answers are missing

Use it for

Automating competitor price monitoring with cron
Feeding concise answers to AI coding agents
Extracting specific code snippets from documentation
Building custom Atom feeds from news pages

Alternatives to jurl

Jina — It provides reliable reader and search APIs optimized for LLMs and RAG systems.
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Crawl4AI — Turns any URL into clean Markdown or typed JSON for AI models.
ScrapeGraphAI — Extracts structured data via natural language prompts with no selectors or proxies.
PixelRAG — Preserves visual structure like tables and charts that text parsers miss.
Maxun — Extracts web data using a no-code recorder or AI prompts with built-in stealth mode.
AnyCrawl — Provides clean, structured, and LLM-ready data from any website.
Exa — Provides high-accuracy web search and deep research endpoints for AI agents.
Trafilatura — It extracts main texts and metadata while removing boilerplate noise.
LLM Scraper — Extracts structured data from any webpage using Zod or JSON Schema.
Instant — Finds files using semantic descriptions without sending any data to the cloud.
Tavily — It delivers fast, secure web data retrieval designed specifically for AI agents.

All jurl alternatives