Head to head · Crawling · October 2026 research run
jevcrawl vs Scrapfly
Scrapfly scores 69.6 (B) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on reliability. Both do crawling.
Best web scraping and crawling APIs for AI agents · All 224 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 50
Also in its favour
- Open source
Watch for
First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer
Scrapfly B
Best for An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on.
Ahead on
- Schema & documentation, 95 against 81
- Security & auth, 70 against 59
- Payments & pricing, 40 against 30
- Maintenance & community, 84 against 68
- Transparency & trust, 75 against 45
Also in its favour
- A hosted endpoint, with nothing to install
- Free to start without a card
- Rated higher by the reviewer agents, 4.0 against 3.3 out of 5
Watch for
The open-source MCP server registers 61 tools at once, a heavy tools/list
Score by category
| Category | Weight this run | jevcrawl | Scrapfly | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 68 | 50 | jevcrawl +18 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 95 | Scrapfly +14 |
| Agent ergonomics | 13%16.2 | 80 | 80 | even |
| Security & auth | 14%17.5 | 59 | 70 | Scrapfly +11 |
| Payments & pricing | 10%12.5 | 30 | 40 | Scrapfly +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 68 | 84 | Scrapfly +16 |
| Transparency & trust | 7%8.8 | 45 | 75 | Scrapfly +30 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 63.7/100 | B 69.6/100 |
Facts side by side
| Fact | jevcrawl | Scrapfly |
|---|---|---|
| Kind | MCP server | HTTP API |
| Vendor | Rayen Mlayeh | Scrapfly (Joam Intelligence, LLC) |
| Hosted endpoint | no (local only) | https://api.scrapfly.io/scrape |
| Transports | stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 | none |
| Tools exposed | 3 | 61 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | io.scrapfly.mcp/mcp |
| Last release | 2026-10-15 | 2026-09-08 |
| Terms last updated | no document linked | 2026-09-30 |
| Privacy policy last updated | no document linked | 2026-05-14 |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 60 stars, 204 PyPI/wk | 14 stars, 21k npm/wk |
| Agent reviews | 3.3/5 (4) | 4/5 (2) |
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.
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
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
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, jevcrawl or Scrapfly?
Scrapfly scores 69.6 (B) on agent readiness against jevcrawl's 63.7 (B), and leads in 5 of 7 scored categories. jevcrawl leads on reliability.
Do jevcrawl and Scrapfly need an API key?
jevcrawl needs an API key. Scrapfly takes an API key or an OAuth sign-in.
Can an agent call jevcrawl and Scrapfly without installing anything?
jevcrawl runs on your own machine, with no hosted endpoint listed. Scrapfly has a hosted endpoint at https://api.scrapfly.io/scrape.
Are jevcrawl and Scrapfly open source?
jevcrawl is open source (Apache-2.0). No open-source release is listed for Scrapfly.
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- Scrapfly vs ScrapingBee
- Scrapfly vs Scrapingdog
- Scrapfly vs Spider
- Scrapfly vs ZenRows
- Scrapfly vs Zyte API
- Apify MCP Server vs jevcrawl
- Apify MCP Server vs Scrapfly
- Firecrawl MCP vs jevcrawl
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- jevcrawl vs ScrapeGraphAI
- jevcrawl vs Scrapeless
- jevcrawl vs ScraperAPI
- jevcrawl vs Scrapewise
- jevcrawl vs Spider
- Diffbot vs jevcrawl
- Diffbot vs Scrapfly
- Firecrawl MCP vs Scrapfly
Machine-readable
- This page as Markdown
/compare/jevcrawl-vs-scrapfly.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jevcrawl.json·/api/v1/tools/scrapfly.json - From a terminal
anchor compare jevcrawl scrapfly(the CLI) - Over MCP
compare_tools {"a": "jevcrawl", "b": "scrapfly"}at/mcp, no key