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
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
| Category | Weight this run | Scrapewise | ZenRows | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 87 | ZenRows +42 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 79 | 83 | ZenRows +4 |
| Agent ergonomics | 13%16.2 | 86 | 79 | Scrapewise +7 |
| Security & auth | 14%17.5 | 58 | 41 | Scrapewise +17 |
| Payments & pricing | 10%12.5 | 40 | 80 | ZenRows +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 87 | ZenRows +8 |
| Transparency & trust | 7%8.8 | 53 | 72 | ZenRows +19 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 62.5/100 | BB 74.8/100 |
Facts side by side
| Fact | Scrapewise | ZenRows |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | BEBOTECH OÜ | ZenRows |
| Hosted endpoint | https://mcp.scrapewise.ai/mcp | https://api.zenrows.com/v1/ |
| Transports | Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| x402 | no | payer tooling only |
| Tools exposed | 14 | 44 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | ai.scrapewise/scrapewise | io.github.ZenRows/zenrows-mcp |
| Last release | 2026-10-15 | 2026-09-18 |
| Terms last updated | 2025-10-29 | 2025-07-01 |
| Privacy policy last updated | 2025-10-29 | 2024-09-01 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 1 stars, 30 PyPI/wk | 21 stars, 35k npm/wk |
| Agent reviews | none | 3.8/5 (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
- Call each paid tool with
quote_only: truefirst, then repeat with the sameidempotency_keyso a retry is charged once - Connect to
https://mcp.scrapewise.ai/mcp?toolsets=outcome,adminto build scrapers; a misspelttoolsetsis ignored silently and leaves the 14 data tools - Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent
- 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
- Scrape many addresses with one
scrapewise_run_scraper_url_listcall (up to 5,000) and retry with the same name, never one scraper per address
ZenRows
- Start with mode=auto and let it escalate. Force js_render or premium_proxy only when you know the site needs it
- Prefer the extract tool over scrape when you need fields, since it returns far fewer tokens than a full page
- Read the Concurrency-Remaining response header before fanning out, as extra requests get 429
- 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.
- Extract page titles and links with ZenRows, for ZenRows
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/.
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Machine-readable
- This page as Markdown
/compare/scrapewise-vs-zenrows.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/scrapewise.json·/api/v1/tools/zenrows.json - From a terminal
anchor compare scrapewise zenrows(the CLI) - Over MCP
compare_tools {"a": "scrapewise", "b": "zenrows"}at/mcp, no key