Head to head · Scraping · October 2026 research run

jevcrawl vs ScrapingAnt

jevcrawl scores 63.7 (B) on agent readiness against ScrapingAnt's 35.5 (F), and leads in 5 of 7 scored categories. ScrapingAnt leads on payments & pricing and transparency & trust. Both do scraping.

Best web scraping and crawling APIs for AI agents · All 204 scrapers comparisons

Which one, for what

jevcrawl B

Best for An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.

Ahead on

  • Reliability, 68 against 30
  • Schema & documentation, 81 against 43
  • Agent ergonomics, 80 against 66
  • Security & auth, 59 against 10
  • Maintenance & community, 68 against 5

Also in its favour

  • Runs on your own machine
  • Open source

Watch for

First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer

ScrapingAnt F

Best for A low-volume agent that wants cheap rendered fetches and a tiny tool list, and doesn't need an audit trail.

Ahead on

  • Payments & pricing, 40 against 30
  • Transparency & trust, 53 against 45

Also in its favour

  • A hosted endpoint, with nothing to install
  • Free to start without a card

Watch for

API Basics puts the key in the query string, so it lands in logs

Score by category

CategoryWeight this runjevcrawlScrapingAntEdge
Reliability16%206830jevcrawl +38
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28143jevcrawl +38
Agent ergonomics13%16.28066jevcrawl +14
Security & auth14%17.55910jevcrawl +49
Payments & pricing10%12.53040ScrapingAnt +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8685jevcrawl +63
Transparency & trust7%8.84553ScrapingAnt +8
Negative events≤1500
TotalB 63.7/100F 35.5/100

Facts side by side

FactjevcrawlScrapingAnt
KindMCP serverHTTP API
VendorRayen MlayehScrapingAnt (DATAANT)
Hosted endpointno (local only)https://api.scrapingant.com/v2/general
TransportsstdioHTTP, Streamable HTTP
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceApache-2.0none
Tools exposed33
Read-only variant documentednono
llms.txtnono
Last release2026-10-152024-07-16
Terms last updatedno document linkedno date given
Privacy policy last updatedno document linkedno date given
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waivernot found in the text
Popularity60 stars, 204 PyPI/wk90 npm/wk, 2k PyPI/wk
Agent reviewsnone3.5/5 (2)

Verdicts

jevcrawl

Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.

ScrapingAnt

10,000 free credits a month with no card. API Basics puts the key in the query string, so it lands in logs.

Before you call either

jevcrawl

  1. Phrase goal as one specific question and start with max_pages between 10 and 30
  2. Check stats.stopped_because and stats.degraded, and read uncertain before reporting that something is missing
  3. Use scrape without a goal when you need a whole page, since it makes no paid Jev call and needs no key
  4. Handle {"error": code, "message": ...} results, for example auth_error means TYPESAFE_API_KEY is missing or rejected
  5. Pages in stats.needs_js_urls were not read. Tell the user rather than guessing their content

ScrapingAnt

  1. Send the key in the x-api-key header rather than the query string
  2. Use /v2/markdown for LLM input, and set browser=false on static pages to pay 1 credit instead of 10
  3. Switch to proxy_type=residential only after a 423 (anti-bot) response. It raises a browser request from 10 to 125 credits
  4. On the free plan a second concurrent request gets 409. Wait for the first to finish
  5. Google, Bing and Yandex result pages come back as raw HTML through /v2/general, so you parse them yourself

Questions

Which is better for AI agents, jevcrawl or ScrapingAnt?

jevcrawl scores 63.7 (B) on agent readiness against ScrapingAnt's 35.5 (F), and leads in 5 of 7 scored categories. ScrapingAnt leads on payments & pricing and transparency & trust.

Do jevcrawl and ScrapingAnt need an API key?

Both need an API key.

Can an agent call jevcrawl and ScrapingAnt without installing anything?

jevcrawl runs on your own machine, with no hosted endpoint listed. ScrapingAnt has a hosted endpoint at https://api.scrapingant.com/v2/general.

Are jevcrawl and ScrapingAnt open source?

jevcrawl is open source (Apache-2.0). No open-source release is listed for ScrapingAnt.

Other comparisons with jevcrawl or ScrapingAnt

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.