Ross ROSS = Recommend OSS · open-source software intelligence for agents

oxylabs/ai-crawler-py

Some data may be outdated — see provenance labels.

Crawl a website starting from a URL, find relevant pages, and extract data – all guided by your natural language prompt. observed · 2026-09-24

github.com/oxylabs/ai-crawler-py · homepage · archived observed · 2026-09-24

Health v2 · maintenance only

10/100

  • Activity 90
  • Release rhythm 35
  • Longevity 28

Flags: no_releases archived no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 398
  • days_rel: n/a
  • days_push: 60
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3264 stars · 12 forks observed · 2026-09-24

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Python client library for Oxylabs AI Studio's AI-Crawler, a commercial service that crawls websites from a starting URL, uses natural language prompts to find relevant pages, and extracts structured JSON or Markdown data. It wraps a paid API (with a free trial of 1,000 credits) rather than performing crawling locally.

Use cases

  • crawl a website and extract data using a natural language prompt
  • find relevant pages on a domain without writing custom scrapers
  • extract structured JSON from websites using a schema
  • convert website content to markdown for LLM pipelines
  • feed crawled web data into AI agents or automation workflows

When to choose

  • you want prompt-driven crawling without building or maintaining scrapers
  • you need schema-based structured extraction from websites
  • you already use Oxylabs AI Studio or want managed crawling infrastructure

When to avoid

  • you need a fully free, self-hosted crawler with no API costs
  • you want full control over crawl logic, politeness, or proxies
  • your project cannot depend on a third-party commercial service

Facets

library · maturity active

web-scraping nlp etl data-generation crawlers artificial-intelligence python cloud ai-crawler web-crawler ai-scraping oxylabs api-client low-code commercial-service prompt-driven data-engineering automation web-server

4 sources

Member repositories

RepositoryRoleHealth v2
oxylabs/ai-crawler-pymain10

For agents

markdown · JSON · MCP: product_card(name="oxylabs/ai-crawler-py")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem