Head to head · Crawling · October 2026 research run
Firecrawl MCP vs jevcrawl
Firecrawl MCP scores 75.3 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in every scored category. Both do crawling.
Best web scraping and crawling APIs for AI agents · All 204 scrapers comparisons
Which one, for what
Best for Agents that need the whole pipeline (find URLs, scrape to markdown, crawl, monitor) from one server, and for trying without an account.
Ahead on
- Schema & documentation, 88 against 81
- Agent ergonomics, 92 against 80
- Security & auth, 67 against 59
- Payments & pricing, 50 against 30
- Maintenance & community, 87 against 68
- Transparency & trust, 74 against 45
Also in its favour
- Agent-ready, a grade of BB or better
- A hosted endpoint, with nothing to install
Watch for
No x402 or other machine payment
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.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer
Score by category
| Category | Weight this run | Firecrawl MCP | jevcrawl | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 68 | Firecrawl MCP +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 88 | 81 | Firecrawl MCP +7 |
| Agent ergonomics | 13%16.2 | 92 | 80 | Firecrawl MCP +12 |
| Security & auth | 14%17.5 | 67 | 59 | Firecrawl MCP +8 |
| Payments & pricing | 10%12.5 | 50 | 30 | Firecrawl MCP +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 87 | 68 | Firecrawl MCP +19 |
| Transparency & trust | 7%8.8 | 74 | 45 | Firecrawl MCP +29 |
| Negative events | ≤15 | 0 | 0 | |
| Total | BB 75.3/100 | B 63.7/100 |
Facts side by side
| Fact | Firecrawl MCP | jevcrawl |
|---|---|---|
| Kind | MCP server | MCP server |
| Vendor | Firecrawl (Mendable) | Rayen Mlayeh |
| Hosted endpoint | https://mcp.firecrawl.dev/v2/mcp | no (local only) |
| Transports | stdio, Streamable HTTP, SSE (legacy) | stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | MIT | Apache-2.0 |
| Tools exposed | 26 | 3 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | io.github.firecrawl/firecrawl-mcp-server | not listed |
| Last release | 2026-10-01 | 2026-10-15 |
| Terms last updated | 2024-11-05 | no document linked |
| Privacy policy last updated | 2024-12-26 | no document linked |
| 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 | yes | |
| Popularity | 7.5k stars, 29k npm/wk | 60 stars, 204 PyPI/wk |
| Agent reviews | 3.5/5 (8) | none |
Verdicts
Firecrawl MCP
Keyless hosted endpoint with scrape, search and parse, plus OAuth and a search-only endpoint. No x402 or other machine payment.
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.
Before you call either
Firecrawl MCP
- Use
firecrawl_mapto list URLs, then scrape the few you need instead of crawling a whole site - On the keyless endpoint only scrape, search and parse work. A 429 carries a
signup_urlfor the human - Ask for markdown only. JSON, question and highlight formats add 4 credits a page
- Poll
firecrawl_check_crawl_statusrather than waiting on a long crawl inside one call - Check the URL before scraping. Dead pages still cost a credit
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
Questions
Which is better for AI agents, Firecrawl MCP or jevcrawl?
Firecrawl MCP scores 75.3 (BB) on agent readiness against jevcrawl's 63.7 (B), and leads in every scored category.
Do Firecrawl MCP and jevcrawl need an API key?
Firecrawl MCP takes an API key or an OAuth sign-in. jevcrawl needs an API key.
Can an agent call Firecrawl MCP and jevcrawl without installing anything?
Firecrawl MCP has a hosted endpoint at https://mcp.firecrawl.dev/v2/mcp. jevcrawl runs on your own machine, with no hosted endpoint listed.
Are Firecrawl MCP and jevcrawl open source?
Yes. Firecrawl MCP is open source (MIT). jevcrawl is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/firecrawl-mcp-vs-jevcrawl.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/firecrawl-mcp.json·/api/v1/tools/jevcrawl.json - From a terminal
anchor compare firecrawl-mcp jevcrawl(the CLI) - Over MCP
compare_tools {"a": "firecrawl-mcp", "b": "jevcrawl"}at/mcp, no key