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
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
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
| Category | Weight this run | ScraperAPI | Scrapewise | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 45 | even |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 67 | 79 | Scrapewise +12 |
| Agent ergonomics | 13%16.2 | 74 | 86 | Scrapewise +12 |
| Security & auth | 14%17.5 | 29 | 58 | Scrapewise +29 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 61 | 79 | Scrapewise +18 |
| Transparency & trust | 7%8.8 | 54 | 53 | ScraperAPI +1 |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 52.1/100 | B 62.5/100 |
Facts side by side
| Fact | ScraperAPI | Scrapewise |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | ScraperAPI (saas.group) | BEBOTECH OÜ |
| Hosted endpoint | https://api.scraperapi.com | https://mcp.scrapewise.ai/mcp |
| Transports | HTTP, Streamable HTTP, stdio | Streamable HTTP |
| Auth | API key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Tools exposed | 28 | 14 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| MCP registry | not listed | ai.scrapewise/scrapewise |
| Last release | 2026-08-07 | 2026-10-15 |
| Terms last updated | couldn't be read | 2025-10-29 |
| Privacy policy last updated | no date given | 2025-10-29 |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | not found in the text |
| Terms or service can change without notice | couldn't be read | not found in the text |
| Arbitration or class-action waiver | couldn't be read | not found in the text |
| Popularity | 5 stars | 1 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
- 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
- Send the key as the
x-sapi-api_keyheader to keep it out of URLs and logs - Pass
max_coston each request, or call/account/urlcostfirst, because domain and anti-bot surcharges vary from 1 to 75 credits - Use
output_format=markdownortextto cut response size, andautoparse=trueonly on supported domains - On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued
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
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.
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Machine-readable
- This page as Markdown
/compare/scraperapi-vs-scrapewise.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/scraperapi.json·/api/v1/tools/scrapewise.json - From a terminal
anchor compare scraperapi scrapewise(the CLI) - Over MCP
compare_tools {"a": "scraperapi", "b": "scrapewise"}at/mcp, no key