Head to head · Scraping · October 2026 research run

jevcrawl vs Zyte API

Zyte API scores 69.7 (B) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on agent ergonomics. 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

  • Agent ergonomics, 80 against 72

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

Zyte API B

Best for An agent or pipeline that fetches protected pages and wants the service to choose proxy and browser per site and to bill only success, and teams already on Scrapy.

Ahead on

  • Reliability, 85 against 68
  • Payments & pricing, 40 against 30
  • Maintenance & community, 77 against 68
  • Transparency & trust, 66 against 45

Also in its favour

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

Watch for

Request price depends on the target site's tier, from $0.13 to $1.27 per 1,000 HTTP requests and $1.01 to $16.08 with a browser on pay-as-you-go

Score by category

CategoryWeight this runjevcrawlZyte APIEdge
Reliability16%206885Zyte API +17
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28185Zyte API +4
Agent ergonomics13%16.28072jevcrawl +8
Security & auth14%17.55955jevcrawl +4
Payments & pricing10%12.53040Zyte API +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86877Zyte API +9
Transparency & trust7%8.84566Zyte API +21
Negative events≤1500
TotalB 63.7/100B 69.7/100

Facts side by side

FactjevcrawlZyte API
KindMCP serverHTTP API
VendorRayen MlayehZyte Group Limited
Hosted endpointno (local only)https://api.zyte.com/v1/extract
TransportsstdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingPay per usePay per use
x402nono
LicenceApache-2.0Proprietary service under Zyte's terms of service. The Python client is BSD 3-Clause, and the Agentic Web Data plugin is under Zyte's own end-user licence
Tools exposed334
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-152026-10-05
Terms last updatedno document linked2026-09-22
Privacy policy last updatedno document linked2024-08-30
Customer content may train modelsyes
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waiveryes
Popularity60 stars, 204 PyPI/wk42k PyPI/wk

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.

Zyte API

One POST endpoint with an OpenAPI 3 contract picks proxies, browser rendering and extraction per site, bills only successful responses, and sends problem+json errors with Retry-After. Prices vary by target site across five tiers, so cost per request isn't known before the site is assigned one, and no dated API changelog was found.

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

Zyte API

  1. Send the API key as the Basic auth username with an empty password to https://api.zyte.com/v1/extract. Set only one of httpResponseBody or browserHtml, or one extraction field
  2. Ask for httpResponseBody before browserHtml. Browser requests cost about eight to thirteen times more per tier
  3. Retry 429, 503 and 520 after the Retry-After seconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451
  4. Read statusCode in a 200 response. A target site's 404 comes back as a successful, billed Zyte API response
  5. Have the owner set a blocking spending limit on the key you use. A 403 /auth/account-suspended means the limit or the trial month ended

Questions

Which is better for AI agents, jevcrawl or Zyte API?

Zyte API scores 69.7 (B) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on agent ergonomics.

Do jevcrawl and Zyte API need an API key?

jevcrawl needs an API key. Zyte API takes an API key or an OAuth sign-in.

Can an agent call jevcrawl and Zyte API without installing anything?

jevcrawl runs on your own machine, with no hosted endpoint listed. Zyte API has a hosted endpoint at https://api.zyte.com/v1/extract.

Are jevcrawl and Zyte API open source?

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

Other comparisons with jevcrawl or Zyte API

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