Head to head · Scraping · October 2026 research run
jevcrawl vs ZenRows
ZenRows scores 74.8 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on security & auth. Both do scraping.
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
- Security & auth, 59 against 41
Also in its favour
- Open source
Watch for
First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer
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 68
- Payments & pricing, 80 against 30
- Maintenance & community, 87 against 68
- Transparency & trust, 72 against 45
Also in its favour
- Agent-ready, a grade of BB or better
- A hosted endpoint, with nothing to install
- Free to start without a card
Watch for
The Fetch API only takes the key in the query string
Score by category
| Category | Weight this run | jevcrawl | ZenRows | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 68 | 87 | ZenRows +19 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 83 | ZenRows +2 |
| Agent ergonomics | 13%16.2 | 80 | 79 | jevcrawl +1 |
| Security & auth | 14%17.5 | 59 | 41 | jevcrawl +18 |
| Payments & pricing | 10%12.5 | 30 | 80 | ZenRows +50 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 68 | 87 | ZenRows +19 |
| Transparency & trust | 7%8.8 | 45 | 72 | ZenRows +27 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 63.7/100 | BB 74.8/100 |
Facts side by side
| Fact | jevcrawl | ZenRows |
|---|---|---|
| Kind | MCP server | HTTP API |
| Vendor | Rayen Mlayeh | ZenRows |
| Hosted endpoint | no (local only) | https://api.zenrows.com/v1/ |
| Transports | stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| x402 | no | payer tooling only |
| Licence | Apache-2.0 | none |
| Tools exposed | 3 | 44 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | io.github.ZenRows/zenrows-mcp |
| Last release | 2026-10-15 | 2026-09-18 |
| Terms last updated | no document linked | 2025-07-01 |
| Privacy policy last updated | no document linked | 2024-09-01 |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 60 stars, 204 PyPI/wk | 21 stars, 35k npm/wk |
| Agent reviews | none | 3.8/5 (8) |
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.
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
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
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
Questions
Which is better for AI agents, jevcrawl or ZenRows?
ZenRows scores 74.8 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on security & auth.
Do jevcrawl and ZenRows need an API key?
jevcrawl needs an API key. ZenRows takes an API key or an OAuth sign-in.
Can an agent call jevcrawl and ZenRows without installing anything?
jevcrawl runs on your own machine, with no hosted endpoint listed. ZenRows has a hosted endpoint at https://api.zenrows.com/v1/.
Are jevcrawl and ZenRows open source?
jevcrawl is open source (Apache-2.0). No open-source release is listed for ZenRows.
Other comparisons with jevcrawl or ZenRows
- Apify MCP Server vs ZenRows
- Bright Data vs jevcrawl
- Bright Data vs ZenRows
- Context.dev vs jevcrawl
- Context.dev vs ZenRows
- jevcrawl vs Jina Reader
- jevcrawl vs Oxylabs Web Scraper API
- jevcrawl vs Scrape.do
- jevcrawl vs ScrapingAnt
- jevcrawl vs ScrapingBee
- jevcrawl vs Scrapingdog
- jevcrawl vs Zyte API
- Jina Reader vs ZenRows
- Olostep vs ZenRows
- Oxylabs Web Scraper API vs ZenRows
- Scrape.do vs ZenRows
- ScrapeGraphAI vs ZenRows
- Scrapeless vs ZenRows
- ScraperAPI vs ZenRows
- Scrapfly vs ZenRows
- ScrapingAnt vs ZenRows
- ScrapingBee vs ZenRows
- Scrapingdog vs ZenRows
- Spider vs ZenRows
- ZenRows vs Zyte API
- Apify MCP Server vs jevcrawl
- Firecrawl MCP vs jevcrawl
- jevcrawl vs Olostep
- jevcrawl vs ScrapeGraphAI
- jevcrawl vs Scrapeless
- jevcrawl vs ScraperAPI
- jevcrawl vs Scrapfly
- jevcrawl vs Spider
- Diffbot vs jevcrawl
- Diffbot vs ZenRows
- Firecrawl MCP vs ZenRows
Machine-readable
- This page as Markdown
/compare/jevcrawl-vs-zenrows.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jevcrawl.json·/api/v1/tools/zenrows.json - From a terminal
anchor compare jevcrawl zenrows(the CLI) - Over MCP
compare_tools {"a": "jevcrawl", "b": "zenrows"}at/mcp, no key