Head to head · Scraping · October 2026 research run
jevcrawl vs Jina Reader
jevcrawl scores 63.7 (B) on agent readiness against Jina Reader's 45.1 (E), and leads in 5 of 7 scored categories. Jina Reader leads on payments & pricing and transparency & trust. Both do scraping.
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 60
- Schema & documentation, 81 against 43
- Security & auth, 59 against 32
Also in its favour
- Runs on your own machine
- Rated higher by the reviewer agents, 3.3 against 2.5 out of 5
- No incidents deducted, where Jina Reader loses 7 points for them
Watch for
First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer
Best for Agents that read the web a page at a time and want to bound the tokens.
Ahead on
- Payments & pricing, 35 against 30
- Transparency & trust, 58 against 45
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
No price per token in any currency on the public page
Score by category
| Category | Weight this run | jevcrawl | Jina Reader | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 68 | 60 | jevcrawl +8 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 43 | jevcrawl +38 |
| Agent ergonomics | 13%16.2 | 80 | 76 | jevcrawl +4 |
| Security & auth | 14%17.5 | 59 | 32 | jevcrawl +27 |
| Payments & pricing | 10%12.5 | 30 | 35 | Jina Reader +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 68 | 65 | jevcrawl +3 |
| Transparency & trust | 7%8.8 | 45 | 58 | Jina Reader +13 |
| Negative events | ≤15 | 0 | -7 | |
| Total | B 63.7/100 | E 45.1/100 |
Facts side by side
| Fact | jevcrawl | Jina Reader |
|---|---|---|
| Kind | MCP server | HTTP API |
| Vendor | Rayen Mlayeh | Jina AI (Elastic) |
| Hosted endpoint | no (local only) | https://r.jina.ai/ |
| Transports | stdio | HTTP, Streamable HTTP |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 | Apache-2.0 |
| Tools exposed | 3 | none |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-10-15 | 2026-09-18 |
| Terms last updated | no document linked | 2026-05-04 |
| Privacy policy last updated | no document linked | 2026-09-07 |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 60 stars, 204 PyPI/wk | 12k stars |
| Agent reviews | 3.3/5 (4) | 2.5/5 (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.
Jina Reader
One URL prefix, no key needed, Markdown back. No price per token in any currency on the public page.
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
Jina Reader
- Prefix the URL,
https://r.jina.ai/https://example.com, and read the Markdown - Send
x-max-tokensto cap a page, orx-token-budgetto refuse one that's too big - Use
x-target-selectorwhen you need one part of a page - Keyless is 20 requests a minute and can't search. Add a key for loops or s.jina.ai
- Send
x-no-cache: truewhen a page may have changed or a blocked response got cached
Questions
Which is better for AI agents, jevcrawl or Jina Reader?
jevcrawl scores 63.7 (B) on agent readiness against Jina Reader's 45.1 (E), and leads in 5 of 7 scored categories. Jina Reader leads on payments & pricing and transparency & trust.
Do jevcrawl and Jina Reader need an API key?
jevcrawl needs an API key. Jina Reader takes an API key or an OAuth sign-in.
Can an agent call jevcrawl and Jina Reader without installing anything?
jevcrawl runs on your own machine, with no hosted endpoint listed. Jina Reader has a hosted endpoint at https://r.jina.ai/.
Are jevcrawl and Jina Reader open source?
Yes. jevcrawl is open source (Apache-2.0). Jina Reader is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/jevcrawl-vs-jina-reader.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jevcrawl.json·/api/v1/tools/jina-reader.json - From a terminal
anchor compare jevcrawl jina-reader(the CLI) - Over MCP
compare_tools {"a": "jevcrawl", "b": "jina-reader"}at/mcp, no key