Head to head · Scraping · October 2026 research run

Scrape.do vs Scrapewise

Scrapewise scores 62.5 (B) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category. Both do scraping.

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

Which one, for what

Scrape.do E

Best for Cheap bulk fetching through rotating proxies when you call HTTP directly and keep the token server-side.

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

Watch for

Token travels in the query string on the main API

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

  • Reliability, 45 against 40
  • Schema & documentation, 79 against 57
  • Agent ergonomics, 86 against 62
  • Security & auth, 58 against 23
  • Payments & pricing, 40 against 35
  • Maintenance & community, 79 against 45
  • Transparency & trust, 53 against 46

Watch for

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

Score by category

CategoryWeight this runScrape.doScrapewiseEdge
Reliability16%204045Scrapewise +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25779Scrapewise +22
Agent ergonomics13%16.26286Scrapewise +24
Security & auth14%17.52358Scrapewise +35
Payments & pricing10%12.53540Scrapewise +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84579Scrapewise +34
Transparency & trust7%8.84653Scrapewise +7
Negative events≤1500
TotalE 43.7/100B 62.5/100

Facts side by side

FactScrape.doScrapewise
KindHTTP APIHTTP API
VendorScrape.doBEBOTECH OÜ
Hosted endpointhttps://api.scrape.do/https://mcp.scrapewise.ai/mcp
TransportsHTTPStreamable HTTP
AuthAPI keyAPI key
PricingFreemiumPay per use
x402nono
Tools exposednone14
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedai.scrapewise/scrapewise
Last release2026-07-312026-10-15
Terms last updatedno date given2025-10-29
Privacy policy last updatedno date given2025-10-29
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity2 npm/wk1 stars, 30 PyPI/wk
Agent reviews3.5/5 (2)none

Verdicts

Scrape.do

$29 for 250,000 basic credits, and 429s, 502s and most failures aren't billed. Token travels in the query string on the main API.

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

Scrape.do

  1. Start with the default data centre request (1 credit). Add super=true or render=true only after a block, since they cost 10 and 5
  2. Pass output=markdown to get LLM-ready text instead of raw HTML
  3. Read Scrape.do-Request-Cost from the response headers. Some domains cost 10 to 200 credits whatever you pass
  4. Treat a 429 as too many concurrent requests and wait for one to finish
  5. Keep URLs with token= out of logs and shared traces

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, Scrape.do or Scrapewise?

Scrapewise scores 62.5 (B) on agent readiness against Scrape.do's 43.7 (E), and leads in every scored category.

Do Scrape.do and Scrapewise need an API key?

Both need an API key.

Can an agent call Scrape.do and Scrapewise without installing anything?

Yes. Scrape.do has a hosted endpoint at https://api.scrape.do/ and Scrapewise at https://mcp.scrapewise.ai/mcp.

Other comparisons with Scrape.do or Scrapewise

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