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

oxylabs/ai-map-py

AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website. observed · 2026-08-28

github.com/oxylabs/ai-map-py · homepage observed · 2026-08-28

Health v2 · maintenance only

50/100

  • Activity 75
  • Release rhythm 35
  • Longevity 22

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 308
  • days_rel: n/a
  • days_push: 153
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1537 stars · 0 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

AI-Map is a Python SDK client for Oxylabs AI Studio's AI-powered website mapping service, which discovers and extracts relevant URLs from any domain using natural language prompts. It replaces traditional crawlers and sitemap parsing with an agent that returns structured lists of matching URLs.

Use cases

  • map all job ad pages on a careers site
  • discover product URLs from an e-commerce domain
  • find blog article links matching a topic prompt
  • enumerate relevant pages without writing crawl logic
  • deep-crawl a website up to 10,000 URLs
  • filter site URLs by natural language description

When to choose

  • you need targeted URL discovery from a domain using plain-language prompts
  • you want structured URL lists without building custom crawlers
  • you already use Oxylabs AI Studio and want Python integration

When to avoid

  • you need a fully free, self-hosted crawler with no API costs
  • you only need a standard sitemap.xml parse
  • you cannot rely on a third-party paid API service

Facets

library · maturity active

web-scraping search-engine sdk nlp crawlers web-development developer-tools python cli ai-map site-mapping url-discovery oxylabs ai-studio prompt-based-crawling api-client data-engineering web-server

4 sources

Member repositories

RepositoryRoleHealth v2
oxylabs/ai-map-pymain50

For agents

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

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem