Head to head · Crawling · October 2026 research run
jevcrawl vs ScraperAPI
jevcrawl scores 63.7 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 5 of 7 scored categories. ScraperAPI leads on payments & pricing and transparency & trust. Both do crawling.
Best web scraping and crawling APIs for AI agents · All 204 scrapers comparisons
Which one, for what
jevcrawl B
Best for An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.
Ahead on
- Reliability, 68 against 45
- Schema & documentation, 81 against 67
- Agent ergonomics, 80 against 74
- Security & auth, 59 against 29
- Maintenance & community, 68 against 61
Also in its favour
- Open source
Watch for
First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer
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.
Ahead on
- Payments & pricing, 40 against 30
- Transparency & trust, 54 against 45
Also in its favour
- A hosted endpoint, with nothing to install
- Free to start without a card
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
Score by category
| Category | Weight this run | jevcrawl | ScraperAPI | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 68 | 45 | jevcrawl +23 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 67 | jevcrawl +14 |
| Agent ergonomics | 13%16.2 | 80 | 74 | jevcrawl +6 |
| Security & auth | 14%17.5 | 59 | 29 | jevcrawl +30 |
| Payments & pricing | 10%12.5 | 30 | 40 | ScraperAPI +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 68 | 61 | jevcrawl +7 |
| Transparency & trust | 7%8.8 | 45 | 54 | ScraperAPI +9 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 63.7/100 | D 52.1/100 |
Facts side by side
| Fact | jevcrawl | ScraperAPI |
|---|---|---|
| Kind | MCP server | HTTP API |
| Vendor | Rayen Mlayeh | ScraperAPI (saas.group) |
| Hosted endpoint | no (local only) | https://api.scraperapi.com |
| Transports | stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 | none |
| Tools exposed | 3 | 28 |
| Read-only variant documented | no | yes |
| llms.txt | no | yes |
| Last release | 2026-10-15 | 2026-08-07 |
| Terms last updated | no document linked | couldn't be read |
| Privacy policy last updated | no document linked | no date given |
| Customer content may train models | couldn't be read | |
| Terms restrict automated access | couldn't be read | |
| Terms restrict benchmarking | couldn't be read | |
| Terms or service can change without notice | couldn't be read | |
| Arbitration or class-action waiver | couldn't be read | |
| Popularity | 60 stars, 204 PyPI/wk | 5 stars |
Verdicts
jevcrawl
Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.
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.
Before you call either
jevcrawl
- Phrase
goalas one specific question and start withmax_pagesbetween 10 and 30 - Check
stats.stopped_becauseandstats.degraded, and readuncertainbefore reporting that something is missing - Use
scrapewithout a goal when you need a whole page, since it makes no paid Jev call and needs no key - Handle
{"error": code, "message": ...}results, for exampleauth_errormeansTYPESAFE_API_KEYis missing or rejected - Pages in
stats.needs_js_urlswere not read. Tell the user rather than guessing their content
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
Questions
Which is better for AI agents, jevcrawl or ScraperAPI?
jevcrawl scores 63.7 (B) on agent readiness against ScraperAPI's 52.1 (D), and leads in 5 of 7 scored categories. ScraperAPI leads on payments & pricing and transparency & trust.
Do jevcrawl and ScraperAPI need an API key?
Both need an API key.
Can an agent call jevcrawl and ScraperAPI without installing anything?
jevcrawl runs on your own machine, with no hosted endpoint listed. ScraperAPI has a hosted endpoint at https://api.scraperapi.com.
Are jevcrawl and ScraperAPI open source?
jevcrawl is open source (Apache-2.0). No open-source release is listed for ScraperAPI.
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Machine-readable
- This page as Markdown
/compare/jevcrawl-vs-scraperapi.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jevcrawl.json·/api/v1/tools/scraperapi.json - From a terminal
anchor compare jevcrawl scraperapi(the CLI) - Over MCP
compare_tools {"a": "jevcrawl", "b": "scraperapi"}at/mcp, no key