Head to head · Scraping · October 2026 research run

ScraperAPI vs Scrapewise

Scrapewise scores 62.5 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 4 of 7 scored categories. Both do scraping.

Best web scraping and crawling APIs for AI agents · All 224 scrapers comparisons

Which one, for what

ScraperAPI D

Best 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.

Also in its favour

  • Runs on your own machine

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

Scrapewise B

Best for Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.

Ahead on

  • Schema & documentation, 79 against 67
  • Agent ergonomics, 86 against 74
  • Security & auth, 58 against 29
  • Maintenance & community, 79 against 61

Watch for

No status page, SLA, security.txt, disclosure policy or certification found

Score by category

CategoryWeight this runScraperAPIScrapewiseEdge
Reliability16%204545even
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26779Scrapewise +12
Agent ergonomics13%16.27486Scrapewise +12
Security & auth14%17.52958Scrapewise +29
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86179Scrapewise +18
Transparency & trust7%8.85453ScraperAPI +1
Negative events≤1500
TotalD 52.1/100B 62.5/100

Facts side by side

FactScraperAPIScrapewise
KindHTTP APIHTTP API
VendorScraperAPI (saas.group)BEBOTECH OÜ
Hosted endpointhttps://api.scraperapi.comhttps://mcp.scrapewise.ai/mcp
TransportsHTTP, Streamable HTTP, stdioStreamable HTTP
AuthAPI keyAPI key
PricingFreemiumPay per use
x402nono
Tools exposed2814
Read-only variant documentedyesno
llms.txtyesyes
MCP registrynot listedai.scrapewise/scrapewise
Last release2026-08-072026-10-15
Terms last updatedcouldn't be read2025-10-29
Privacy policy last updatedno date given2025-10-29
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 readnot found in the text
Terms or service can change without noticecouldn't be readnot found in the text
Arbitration or class-action waivercouldn't be readnot found in the text
Popularity5 stars1 stars, 30 PyPI/wk

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.

Scrapewise

Agents get 14 priced MCP tools by default, each with a free quote_only price check and idempotency keys, read-only or full-access keys, and public euro prices from €0.15 per 1,000 plain pages. There is no status page, SLA or vulnerability disclosure policy, and the terms claim ownership of all scraped data under a perpetual licence.

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

Scrapewise

  1. Call each paid tool with quote_only: true first, then repeat with the same idempotency_key so a retry is charged once
  2. Connect to https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin to build scrapers; a misspelt toolsets is ignored silently and leaves the 14 data tools
  3. Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent
  4. Treat 402 WALLET_INSUFFICIENT_BALANCE as final and ask the user to top up; on 429 wait for Retry-After, and on 429 cost_exceeded wait for the next hour
  5. Scrape many addresses with one scrapewise_run_scraper_url_list call (up to 5,000) and retry with the same name, never one scraper per address

Questions

Which is better for AI agents, ScraperAPI or Scrapewise?

Scrapewise scores 62.5 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 4 of 7 scored categories.

Do ScraperAPI and Scrapewise need an API key?

Both need an API key.

Can an agent call ScraperAPI and Scrapewise without installing anything?

Yes. ScraperAPI has a hosted endpoint at https://api.scraperapi.com and Scrapewise at https://mcp.scrapewise.ai/mcp.

Other comparisons with ScraperAPI or Scrapewise

Machine-readable

For companies

Do agents find, use and choose your tools?

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.