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AI

Articles from the Zyte blog about AI.

12 things I use Zyte MCP for, ranked, with prompts and rules you can copy
AI

12 things I use Zyte MCP for, ranked, with prompts and rules you can copy

What can you use Zyte MCP for? 12 uses, 11 tested, ranked, each with a copy-paste prompt, a CLAUDE.md rule, and a skill idea.

Ayan Pahwa
How I use Zyte MCP to plan web scrapers
AI

How I use Zyte MCP to plan web scrapers

Zyte MCP lets my AI agent investigate a site before I write the scraper, so I can decide where the data should come from, compare an API with the rendered page for missing fields, and end up with a crawl plan I can act on.

John Rooney
A spider web inside a dashed loop, with one broken strand being mended by a glowing magenta thread
Tool-assisted coding

Self-healing spiders: letting an agent fix your Scrapy crawl, with a lid on it

Two demos from our Extract Summit Austin workshop: an agent repairs a Scrapy spider after a site redesign, then heals a live crawl mid-run through Spidermon and the Scrapy MCP, with the measured costs and the mistakes that shaped the design.

Ayan Pahwa
Akshay Philar speaking at Extract Summit about the anti-ban arms race and the open web.
Anti-ban

The anti-ban arms race: Agentic traffic and the fight for the open web

As AI agents transform how we interact with the web, anti-bot systems threaten to fence off the digital open range.

Akshay Philar9 min read
Seven HTML-to-Markdown methods compared
Data gathering for AI

How to convert a website to Markdown for AI: 7 methods compared

Seven realistic ways to turn web pages into clean Markdown for AI - what each method covers, where each breaks, and how to choose for training, RAG and agent pipelines.

Robert Andrews14 min read
Transform HTML pages into Markdown
Data gathering for AI

Train AI on industry-leading Markdown with Zyte’s new extraction mode

Zyte API can now extract a web page’s main content directly as clean, structured Markdown for AI systems, RAG pipelines and developer workflows.

Valter Sciarrillo8 min read
Zyte MCP chat box connected to fetch, search and extract tools.
Data gathering for AI

Introducing Zyte MCP: Powerful web data gathering for your agent

Zyte MCP brings live web access, structured extraction and Scrapy Cloud operations into coding agents such as Claude Code, Cursor and Codex.

Valter Sciarrillo7 min read
AI Web Scraping as the Future of Scalable Data Collection
AI-assisted data extraction

AI web scraping and scalable data collection

AI changes extraction, adaptation and the cost of adding a source. It does not change access. What is genuinely different, with the arithmetic.

Karlo Jeđud13 min read
scrapy-jev
Data quality

Stopping a crawl when the data stops looking real with Jev

A Scrapy pipeline that asks a fast, calibrated AI model whether each scraped field still looks real, and stops the crawl when too many don't. What it caught, what it misses, and whether building it was worth it.

John Rooney
uv-cheat-sheet
Tool-assisted coding

uv Python cheatsheet: what changed in 0.12 and what still trips you up

uv 0.12 changed several defaults that Python developers rely on—from how `uv init` structures projects to how hash checking and lockfiles behave. This practical cheatsheet tests the differences across versions and highlights the command-line traps most likely to surprise you.

Ayan Pahwa
prompt-to-action-zyte-cdp
AI

Give your AI agent a browser: search, compare, and check product availability with Zyte CDP

What if your AI agent could use a real browser to search, click, compare products, and collect data, without you writing a selector for every step? By connecting it to a remote Zyte CDP browser, you can turn plain-language instructions into practical browser automation.

John Rooney
A toy robot walking toward a blocking robots.txt file
Data gathering for AI

Four in 10 sites block AI bots with robots.txt

Nearly four in 10 of the world's top sites are now closed to well-behaved AI crawlers. Here's what operators actually do with robots.txt, and which AI agents they block or welcome.

Robert Andrews

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