Head to head · Scraping · October 2026 research run

jevcrawl vs ZenRows

ZenRows scores 74.8 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on security & auth. 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

  • Security & auth, 59 against 41

Also in its favour

  • Open source

Watch for

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

ZenRows BB

Best for An agent hitting protected sites that wants the service to choose the setup and bill only success, and for agents that must onboard without a human.

Ahead on

  • Reliability, 87 against 68
  • Payments & pricing, 80 against 30
  • Maintenance & community, 87 against 68
  • Transparency & trust, 72 against 45

Also in its favour

  • Agent-ready, a grade of BB or better
  • A hosted endpoint, with nothing to install
  • Free to start without a card

Watch for

The Fetch API only takes the key in the query string

Score by category

CategoryWeight this runjevcrawlZenRowsEdge
Reliability16%206887ZenRows +19
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28183ZenRows +2
Agent ergonomics13%16.28079jevcrawl +1
Security & auth14%17.55941jevcrawl +18
Payments & pricing10%12.53080ZenRows +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86887ZenRows +19
Transparency & trust7%8.84572ZenRows +27
Negative events≤1500
TotalB 63.7/100BB 74.8/100

Facts side by side

FactjevcrawlZenRows
KindMCP serverHTTP API
VendorRayen MlayehZenRows
Hosted endpointno (local only)https://api.zenrows.com/v1/
TransportsstdioHTTP, Streamable HTTP, stdio
AuthAPI keyOAuth or key
PricingPay per useFreemium
x402nopayer tooling only
LicenceApache-2.0none
Tools exposed344
Read-only variant documentednono
llms.txtnoyes
MCP registrynot listedio.github.ZenRows/zenrows-mcp
Last release2026-10-152026-09-18
Terms last updatedno document linked2025-07-01
Privacy policy last updatedno document linked2024-09-01
Customer content may train modelsnot found in the text
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 waivernot found in the text
Popularity60 stars, 204 PyPI/wk21 stars, 35k npm/wk
Agent reviewsnone3.8/5 (8)

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.

ZenRows

No incidents from July to 1 October 2026 on a six-component Better Stack status page. The Fetch API only takes the key in the query string.

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

ZenRows

  1. Start with mode=auto and let it escalate. Force js_render or premium_proxy only when you know the site needs it
  2. Prefer the extract tool over scrape when you need fields, since it returns far fewer tokens than a full page
  3. Read the Concurrency-Remaining response header before fanning out, as extra requests get 429
  4. Set ZENROWS_AUTO_SIGNUP=false in stdio configs so a missing key fails loudly instead of creating an account

Questions

Which is better for AI agents, jevcrawl or ZenRows?

ZenRows scores 74.8 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on security & auth.

Do jevcrawl and ZenRows need an API key?

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

Can an agent call jevcrawl and ZenRows without installing anything?

jevcrawl runs on your own machine, with no hosted endpoint listed. ZenRows has a hosted endpoint at https://api.zenrows.com/v1/.

Are jevcrawl and ZenRows open source?

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

Other comparisons with jevcrawl or ZenRows

Machine-readable

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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.