Head to head · Extraction · October 2026 research run

jevcrawl vs ScrapeAtlas

jevcrawl scores 64.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 3 of 7 scored categories. ScrapeAtlas leads on schema & documentation, payments & pricing and transparency & trust. Both do extraction.

Best web scraping and crawling APIs for AI agents · All 242 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 42

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

ScrapeAtlas B

Best for Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.

Ahead on

  • Schema & documentation, 88 against 81
  • Payments & pricing, 55 against 30
  • Transparency & trust, 61 against 51

Also in its favour

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

Watch for

No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint

Score by category

CategoryWeight this runjevcrawlScrapeAtlasEdge
Reliability16%206842jevcrawl +26
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28188ScrapeAtlas +7
Agent ergonomics13%16.28076jevcrawl +4
Security & auth14%17.55955jevcrawl +4
Payments & pricing10%12.53055ScrapeAtlas +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86870ScrapeAtlas +2
Transparency & trust7%8.85161ScrapeAtlas +10
Negative events≤1500
TotalB 64.3/100B 63/100

Facts side by side

FactjevcrawlScrapeAtlas
KindMCP serverHTTP API
VendorRayen MlayehOD. Media & Technology LLC
Hosted endpointno (local only)https://api.scrapeatlas.com
TransportsstdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingPay per usePay per use
x402nono
LicenceApache-2.0Proprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository
Tools exposed3373
Read-only variant documentednono
llms.txtnoyes
MCP registrynot listedio.github.OnlineDopamine/scrapeatlas
Last release2026-10-152026-10-28
Terms last updatedno document linked
Privacy policy last updatedno document linked
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity60 stars, 204 PyPI/wknone
Agent reviews3.3/5 (4)none

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.

ScrapeAtlas

An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.

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

ScrapeAtlas

  1. Send the key as x-api-key on https://api.scrapeatlas.com and check status on every HTTP 200; partial is usable data with coverage.warnings, failed and challenged carry failure.code.
  2. Retry only on upstream_rate_limited, timeout and busy, after the retry-after on a 429. Stay under 120 requests a minute and 4 concurrent per account.
  3. Pass the returned cursor back unchanged for the next page, and use since and until (ISO 8601 or Unix seconds) where listed; each page costs another credit.
  4. Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are null, never 0.
  5. For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with Authorization: Bearer and expect 373 tools; the two account tools and failed calls cost 0 credits.

Questions

Which is better for AI agents, jevcrawl or ScrapeAtlas?

jevcrawl scores 64.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 3 of 7 scored categories. ScrapeAtlas leads on schema & documentation, payments & pricing and transparency & trust.

Do jevcrawl and ScrapeAtlas need an API key?

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

Can an agent call jevcrawl and ScrapeAtlas without installing anything?

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

Are jevcrawl and ScrapeAtlas open source?

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

Other comparisons with jevcrawl or ScrapeAtlas

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