ScraperAPI alternatives
The highest-scoring alternative to ScraperAPI is Kernel at 89/100 on the AgentReady, against 66/100 for ScraperAPI.
All scored in Proxy Infrastructure.
What Kernel does that ScraperAPI does not
Kernel passes openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, programmatic credential creation, official python sdk, cli available, structured, predictable output, machine-readable errors, retry behavior documented, rate-limit behavior predictable, and ScraperAPI fails them. That is the whole of the gap between the two scores, so if none of those matter to your agent the ranking above overstates the difference.
Why people look for an alternative
ScraperAPI fails openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, no mandatory sales call, programmatic credential creation, official python sdk, cli available, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable. Each one is a place an unattended run stops, which is usually what sends someone looking in the first place.
Where ScraperAPI loses the points
| Pillar | ScraperAPI | What it measures |
|---|---|---|
| Discover | 100 | Can an agent find it at all: sitemap, robots, structured data. |
| Understand | 46 | Is there a spec, an llms.txt, a machine-readable description. |
| Adopt | 65 | Signup, keys, SDKs, and whether a human has to be involved. |
| Operate | 53 | Rate-limit headers, errors, status, and behaviour under load. |
ScraperAPI is weakest on understand at 46/100. Without a spec an agent has to guess at endpoints, and it guesses wrong. If that is the part your agent depends on, take the ranking above seriously; if it is not, ScraperAPI may still be the right pick.
What an agent runs into with ScraperAPI
These are the findings from the last audit on 2026-08-23. Each one is a place unattended software stops, which is the practical reason to look at the list above.
- Flesh out the OpenAPI: paths, schemas, and descriptions.
- Document error responses as an enum in your OpenAPI.
- Let agents create API keys programmatically.
- Ship an official Python SDK on PyPI.
- Return X-RateLimit / Retry-After headers so agents pace themselves.
- Add request examples to your API reference.
- Add response examples to your API reference.
- Ship a CLI; it is an easy agent adoption path.
What this category actually supports
Across the 7 products scored in Proxy Infrastructure, route through proxies is offered by 100%.
An agent can get this list directly: resolve("alternative to ScraperAPI") over the MCP server, or GET /v1/categories/proxy.