Head to head · Scraping · October 2026 research run

jevcrawl vs ScrapingBee

jevcrawl scores 63.7 (B) on agent readiness against ScrapingBee's 59.2 (C), and leads in 3 of 7 scored categories. ScrapingBee leads on payments & pricing, maintenance & community 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

  • Schema & documentation, 81 against 60
  • Agent ergonomics, 80 against 68
  • Security & auth, 59 against 37

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

ScrapingBee C

Best for Agents that mix general scraping with ready-made Google, Amazon and YouTube endpoints and want spend capped per call.

Ahead on

  • Payments & pricing, 40 against 30
  • Maintenance & community, 85 against 68
  • Transparency & trust, 63 against 45

Also in its favour

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

Watch for

remote-mcp.txt says the hosted MCP only takes the key as ?api_key= in its URL

Score by category

CategoryWeight this runjevcrawlScrapingBeeEdge
Reliability16%206870ScrapingBee +2
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28160jevcrawl +21
Agent ergonomics13%16.28068jevcrawl +12
Security & auth14%17.55937jevcrawl +22
Payments & pricing10%12.53040ScrapingBee +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86885ScrapingBee +17
Transparency & trust7%8.84563ScrapingBee +18
Negative events≤1500
TotalB 63.7/100C 59.2/100

Facts side by side

FactjevcrawlScrapingBee
KindMCP serverHTTP API
VendorRayen MlayehScrapingBee (Oxylabs group)
Hosted endpointno (local only)https://app.scrapingbee.com/api/v1/
TransportsstdioHTTP, Streamable HTTP
AuthAPI keyAPI key
PricingPay per usePaid
x402nono
LicenceApache-2.0none
Tools exposed318
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-152026-09-11
Terms last updatedno document linked2024-07-15
Privacy policy last updatedno document linked2024-07-15
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 noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity60 stars, 204 PyPI/wk132 stars, 49k npm/wk, 72k PyPI/wk
Agent reviewsnone4/5 (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.

ScrapingBee

Dedicated Google, Amazon, Walmart, YouTube, ChatGPT and Gemini endpoints next to the general HTML API. remote-mcp.txt says the hosted MCP only takes the key as ?api_key= in its URL.

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

ScrapingBee

  1. Send render_js=false for static pages and files. It cuts the cost from 5 credits to 1
  2. Use mode=auto with max_cost=25 to stop it escalating to 75-credit stealth requests
  3. Keep the MCP URL with ?api_key= out of logs and shared configs
  4. Back off exponentially on 429 from the MCP, since its concurrency is shared across customers
  5. Expect 404 and 410 from the target to be billed. Other failures aren't

Questions

Which is better for AI agents, jevcrawl or ScrapingBee?

jevcrawl scores 63.7 (B) on agent readiness against ScrapingBee's 59.2 (C), and leads in 3 of 7 scored categories. ScrapingBee leads on payments & pricing, maintenance & community and transparency & trust.

Do jevcrawl and ScrapingBee need an API key?

Both need an API key.

Can an agent call jevcrawl and ScrapingBee without installing anything?

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

Are jevcrawl and ScrapingBee open source?

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

Other comparisons with jevcrawl or ScrapingBee

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