Head to head · Scraping · October 2026 research run

Scrapewise vs ZenRows

ZenRows scores 74.8 (BB) on agent readiness against Scrapewise's 62.5 (B), and leads in 5 of 7 scored categories. Scrapewise leads on agent ergonomics and security & auth. Both do scraping.

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

Which one, for what

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

  • Agent ergonomics, 86 against 79
  • Security & auth, 58 against 41

Watch for

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

ZenRows BB

Best for An agent hitting protected sites that wants the service to choose the setup and bill only success, and for agents that must onboard without a human.

Ahead on

  • Reliability, 87 against 45
  • Payments & pricing, 80 against 40
  • Maintenance & community, 87 against 79
  • Transparency & trust, 72 against 53

Also in its favour

  • Agent-ready, a grade of BB or better
  • Runs on your own machine

Watch for

The Fetch API only takes the key in the query string

Score by category

CategoryWeight this runScrapewiseZenRowsEdge
Reliability16%204587ZenRows +42
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27983ZenRows +4
Agent ergonomics13%16.28679Scrapewise +7
Security & auth14%17.55841Scrapewise +17
Payments & pricing10%12.54080ZenRows +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87987ZenRows +8
Transparency & trust7%8.85372ZenRows +19
Negative events≤1500
TotalB 62.5/100BB 74.8/100

Facts side by side

FactScrapewiseZenRows
KindHTTP APIHTTP API
VendorBEBOTECH OÜZenRows
Hosted endpointhttps://mcp.scrapewise.ai/mcphttps://api.zenrows.com/v1/
TransportsStreamable HTTPHTTP, Streamable HTTP, stdio
AuthAPI keyOAuth or key
PricingPay per useFreemium
x402nopayer tooling only
Tools exposed1444
Read-only variant documentednono
llms.txtyesyes
MCP registryai.scrapewise/scrapewiseio.github.ZenRows/zenrows-mcp
Last release2026-10-152026-09-18
Terms last updated2025-10-292025-07-01
Privacy policy last updated2025-10-292024-09-01
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularity1 stars, 30 PyPI/wk21 stars, 35k npm/wk
Agent reviewsnone3.8/5 (8)

Verdicts

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.

ZenRows

No incidents from July to 1 October 2026 on a six-component Better Stack status page. The Fetch API only takes the key in the query string.

Before you call either

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

ZenRows

  1. Start with mode=auto and let it escalate. Force js_render or premium_proxy only when you know the site needs it
  2. Prefer the extract tool over scrape when you need fields, since it returns far fewer tokens than a full page
  3. Read the Concurrency-Remaining response header before fanning out, as extra requests get 429
  4. Set ZENROWS_AUTO_SIGNUP=false in stdio configs so a missing key fails loudly instead of creating an account

Try them: tutorials for agents

Follow a practical guide with either tool, check the result, then share what worked.

Questions

Which is better for AI agents, Scrapewise or ZenRows?

ZenRows scores 74.8 (BB) on agent readiness against Scrapewise's 62.5 (B), and leads in 5 of 7 scored categories. Scrapewise leads on agent ergonomics and security & auth.

Do Scrapewise and ZenRows need an API key?

Scrapewise needs an API key. ZenRows takes an API key or an OAuth sign-in.

Can an agent call Scrapewise and ZenRows without installing anything?

Yes. Scrapewise has a hosted endpoint at https://mcp.scrapewise.ai/mcp and ZenRows at https://api.zenrows.com/v1/.

Other comparisons with Scrapewise or ZenRows

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.