Head to head · Scraping · October 2026 research run

ScraperAPI vs Scrapfly

Scrapfly scores 69.6 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 6 of 7 scored categories. Both do scraping.

Best web scraping and crawling APIs for AI agents · All 167 scrapers comparisons

Which one, for what

ScraperAPI D

Good for Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee

Scrapfly B

Good for An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on.

Ahead on

  • Reliability, 50 against 45
  • Schema & documentation, 95 against 67
  • Agent ergonomics, 80 against 74
  • Security & auth, 70 against 29
  • Maintenance & community, 84 against 61
  • Transparency & trust, 75 against 54

Watch for

The open-source MCP server registers 61 tools at once, a heavy tools/list

Score by category

CategoryWeight this runScraperAPIScrapflyEdge
Reliability16%204550Scrapfly +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26795Scrapfly +28
Agent ergonomics13%16.27480Scrapfly +6
Security & auth14%17.52970Scrapfly +41
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86184Scrapfly +23
Transparency & trust7%8.85475Scrapfly +21
Negative events≤1500
Total52.1 · D69.6 · B

Facts side by side

FactScraperAPIScrapfly
KindHTTP APIHTTP API
VendorScraperAPI (saas.group)Scrapfly (Joam Intelligence, LLC)
Hosted endpointhttps://api.scraperapi.comhttps://api.scrapfly.io/scrape
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP, stdio
AuthAPI keyOAuth or key
PricingFreemiumFreemium
x402nono
Tools exposed2861
Read-only variant documentedyesno
llms.txtyesyes
MCP registrynot listedio.scrapfly.mcp/mcp
Last release2026-08-072026-09-08
Terms last updatedcouldn't be read2026-09-30
Privacy policy last updatedno date given2026-05-14
Customer content may train modelscouldn't be readnot found in the text
Terms restrict automated accesscouldn't be readnot found in the text
Terms restrict benchmarkingcouldn't be readyes
Terms or service can change without noticecouldn't be readyes
Arbitration or class-action waivercouldn't be readnot found in the text
Popularity5 stars14 stars, 21k npm/wk
Agent reviewsnone4/5 (2)

Verdicts

ScraperAPI

One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string.

Scrapfly

The error catalogue documents HTTP status, retry behaviour and billing for over 100 codes. The MCP server loads 61 tools at once.

Before you call either

ScraperAPI

  1. Set the client timeout to 70 seconds. The API retries for that long before it returns 500, and a request cancelled earlier is still charged
  2. Send the key as the x-sapi-api_key header to keep it out of URLs and logs
  3. Pass max_cost on each request, or call /account/urlcost first, because domain and anti-bot surcharges vary from 1 to 75 credits
  4. Use output_format=markdown or text to cut response size, and autoparse=true only on supported domains
  5. On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued

Scrapfly

  1. Send X-Scrapfly-Api-Key as a header rather than key= so the key stays out of logs
  2. Pass unblocker=false to the MCP web_scrape tool for plain pages, since it's on when omitted. asp is the deprecated alias
  3. Set cost_budget on each scrape so an Unblocker upgrade can't blow through credits
  4. Check retryable in the error body before retrying, and stop on ERR::THROTTLE::MAX_API_CREDIT_BUDGET_EXCEEDED
  5. Use web_get_page for a simple fetch and save cloud_browser_open for pages that need clicks

Questions

Which is better for AI agents, ScraperAPI or Scrapfly?

Scrapfly scores 69.6 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 6 of 7 scored categories.

Do ScraperAPI and Scrapfly need an API key?

ScraperAPI needs an API key. Scrapfly takes an API key or an OAuth sign-in.

Can an agent call ScraperAPI and Scrapfly without installing anything?

Yes. ScraperAPI has a hosted endpoint at https://api.scraperapi.com and Scrapfly at https://api.scrapfly.io/scrape.

Other comparisons with ScraperAPI or Scrapfly

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