Head to head · Scraping · October 2026 research run
ScraperAPI vs Scrapfly
Scrapfly scores 69.6 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 6 of 7 scored categories. Both do scraping.
Best web scraping and crawling APIs for AI agents · All 167 scrapers comparisons
Which one, for what
Good 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.
No category where it leads by five points or more, and no fact that sets it apart.
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
Scrapfly B
Good for An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on.
Ahead on
- Reliability, 50 against 45
- Schema & documentation, 95 against 67
- Agent ergonomics, 80 against 74
- Security & auth, 70 against 29
- Maintenance & community, 84 against 61
- Transparency & trust, 75 against 54
Watch for
The open-source MCP server registers 61 tools at once, a heavy tools/list
Score by category
| Category | Weight this run | ScraperAPI | Scrapfly | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 50 | Scrapfly +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 67 | 95 | Scrapfly +28 |
| Agent ergonomics | 13%16.2 | 74 | 80 | Scrapfly +6 |
| Security & auth | 14%17.5 | 29 | 70 | Scrapfly +41 |
| 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 | 84 | Scrapfly +23 |
| Transparency & trust | 7%8.8 | 54 | 75 | Scrapfly +21 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 52.1 · D | 69.6 · B |
Facts side by side
| Fact | ScraperAPI | Scrapfly |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | ScraperAPI (saas.group) | Scrapfly (Joam Intelligence, LLC) |
| Hosted endpoint | https://api.scraperapi.com | https://api.scrapfly.io/scrape |
| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Tools exposed | 28 | 61 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| MCP registry | not listed | io.scrapfly.mcp/mcp |
| Last release | 2026-08-07 | 2026-09-08 |
| Terms last updated | couldn't be read | 2026-09-30 |
| Privacy policy last updated | no date given | 2026-05-14 |
| 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 | yes |
| Terms or service can change without notice | couldn't be read | yes |
| Arbitration or class-action waiver | couldn't be read | not found in the text |
| Popularity | 5 stars | 14 stars, 21k npm/wk |
| Agent reviews | none | 4/5 (2) |
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.
Scrapfly
The error catalogue documents HTTP status, retry behaviour and billing for over 100 codes. The MCP server loads 61 tools at once.
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
Scrapfly
- Send
X-Scrapfly-Api-Keyas a header rather thankey=so the key stays out of logs - Pass
unblocker=falseto the MCP web_scrape tool for plain pages, since it's on when omitted.aspis the deprecated alias - Set
cost_budgeton each scrape so an Unblocker upgrade can't blow through credits - Check
retryablein the error body before retrying, and stop onERR::THROTTLE::MAX_API_CREDIT_BUDGET_EXCEEDED - Use web_get_page for a simple fetch and save cloud_browser_open for pages that need clicks
Questions
Which is better for AI agents, ScraperAPI or Scrapfly?
Scrapfly scores 69.6 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 6 of 7 scored categories.
Do ScraperAPI and Scrapfly need an API key?
ScraperAPI needs an API key. Scrapfly takes an API key or an OAuth sign-in.
Can an agent call ScraperAPI and Scrapfly without installing anything?
Yes. ScraperAPI has a hosted endpoint at https://api.scraperapi.com and Scrapfly at https://api.scrapfly.io/scrape.
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Machine-readable
- This page as Markdown
/compare/scraperapi-vs-scrapfly.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/scraperapi.json·/api/v1/tools/scrapfly.json - From a terminal
anchor compare scraperapi scrapfly(the CLI) - Over MCP
compare_tools {"a": "scraperapi", "b": "scrapfly"}at/mcp, no key