Head to head · Crawling · October 2026 research run

Apify MCP Server vs jevcrawl

Apify MCP Server scores 76.5 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in 6 of 7 scored categories. Both do crawling. Apify MCP Server accepts x402. jevcrawl doesn't.

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

Which one, for what

Apify MCP Server BB

Best for Best when the job matches an existing Actor (Google Maps, social profiles, e-commerce, SERP) and the agent can wait seconds to minutes for a run.

Ahead on

  • Schema & documentation, 92 against 81
  • Agent ergonomics, 92 against 80
  • Payments & pricing, 95 against 30
  • Maintenance & community, 95 against 68
  • Transparency & trust, 86 against 45

Also in its favour

  • Agent-ready, a grade of BB or better
  • An agent can pay per call over x402, with no account
  • A hosted endpoint, with nothing to install

Watch for

API and Actor runs timed out for about 12 hours on 21 and 22 July 2026

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.

Also in its favour

  • No incidents deducted, where Apify MCP Server loses 5 points for them

Watch for

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

Score by category

CategoryWeight this runApify MCP ServerjevcrawlEdge
Reliability16%206568jevcrawl +3
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.29281Apify MCP Server +11
Agent ergonomics13%16.29280Apify MCP Server +12
Security & auth14%17.56259Apify MCP Server +3
Payments & pricing10%12.59530Apify MCP Server +65
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.89568Apify MCP Server +27
Transparency & trust7%8.88645Apify MCP Server +41
Negative events≤15-50
TotalBB 76.5/100B 63.7/100

Facts side by side

FactApify MCP Serverjevcrawl
KindMCP serverMCP server
VendorApifyRayen Mlayeh
Hosted endpointhttps://mcp.apify.comno (local only)
Transportsstdio, Streamable HTTPstdio
AuthOAuth or keyAPI key
PricingFreemiumPay per use
x402yes, from $1/callno
LicenceMITApache-2.0
Tools exposed353
Read-only variant documentednono
llms.txtnono
MCP registrycom.apify/apify-mcp-servernot listed
Last release2026-09-302026-10-15
Terms last updated2026-07-09no document linked
Privacy policy last updated2026-07-09no document linked
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 noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity8.6k stars, 15k npm/wk60 stars, 204 PyPI/wk
Agent reviews3.4/5 (8)none

Verdicts

Apify MCP Server

x402 on Apify's own domains, a prepaid token from agi.apify.com for any Actor and per-run payment on mcp.apify.com for Pay Per Event Actors. API and Actor runs timed out for about 12 hours on 21 and 22 July 2026.

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.

Before you call either

Apify MCP Server

  1. Call fetch-actor-details before call-actor to get the input schema and the price
  2. Use apify--web-fetch for one known URL and apify--rag-web-browser for search and read
  3. Read results with get-dataset-items and set fields and limit. The default is 20 rows
  4. Buy an AGI token for anything that isn't a Pay Per Event Actor, since direct ?payment=x402 refuses the rest. Tokens last 14 days and unused balance isn't refunded
  5. Ask for get-actor-run-log, not get-actor-log. The old name is ignored without an error

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

Questions

Which is better for AI agents, Apify MCP Server or jevcrawl?

Apify MCP Server scores 76.5 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in 6 of 7 scored categories.

Do Apify MCP Server and jevcrawl need an API key?

Apify MCP Server takes an API key or an OAuth sign-in. jevcrawl needs an API key. An agent can also pay Apify MCP Server per call over x402, with no account.

Can an agent call Apify MCP Server and jevcrawl without installing anything?

Apify MCP Server has a hosted endpoint at https://mcp.apify.com. jevcrawl runs on your own machine, with no hosted endpoint listed.

Are Apify MCP Server and jevcrawl open source?

Yes. Apify MCP Server is open source (MIT). jevcrawl is open source (Apache-2.0).

Other comparisons with Apify MCP Server or jevcrawl

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