Head to head · Crawling · October 2026 research run
jevcrawl vs Olostep
jevcrawl and Olostep score within a point of each other on agent readiness, 63.7 (B) and 63 (B). Olostep leads on agent ergonomics, 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 60
- Security & auth, 59 against 28
- Maintenance & community, 68 against 58
Also in its favour
- Open source
Watch for
First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer
Olostep B
Best for Bulk scraping on a budget and for batch jobs of thousands of URLs.
Ahead on
- Agent ergonomics, 87 against 80
- Payments & pricing, 65 against 30
- Transparency & trust, 58 against 45
Also in its favour
- A hosted endpoint, with nothing to install
- Free to start without a card
Watch for
The x402 challenge came back with no payment requirements in our probe
Score by category
| Category | Weight this run | jevcrawl | Olostep | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 68 | 60 | jevcrawl +8 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 84 | Olostep +3 |
| Agent ergonomics | 13%16.2 | 80 | 87 | Olostep +7 |
| Security & auth | 14%17.5 | 59 | 28 | jevcrawl +31 |
| Payments & pricing | 10%12.5 | 30 | 65 | Olostep +35 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 68 | 58 | jevcrawl +10 |
| Transparency & trust | 7%8.8 | 45 | 58 | Olostep +13 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 63.7/100 | B 63/100 |
Facts side by side
| Fact | jevcrawl | Olostep |
|---|---|---|
| Kind | MCP server | HTTP API |
| Vendor | Rayen Mlayeh | Olostep Technologies, Inc. |
| Hosted endpoint | no (local only) | https://api.olostep.com |
| Transports | stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | payer tooling only |
| Licence | Apache-2.0 | MIT |
| Tools exposed | 3 | 11 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | io.github.olostep/olostep-mcp-server |
| Last release | 2026-10-15 | 2026-07-15 |
| Terms last updated | no document linked | 2025-07-15 |
| Privacy policy last updated | no document linked | 2025-07-15 |
| 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 | 24 stars, 8.9k npm/wk, 2k PyPI/wk |
| Agent reviews | none | 3.5/5 (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.
Olostep
OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe.
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
Olostep
- For more than a handful of URLs use /v1/batches, then page results with the cursor
- Pass
storage.expires_inif you need results after about 7 days - Don't ask for json output without a
parseror anllm_extractschema - Hosted MCP wants
Authorization: Bearer, stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools - Check the 402 body before paying over x402. Our probe got an empty one
Questions
Which is better for AI agents, jevcrawl or Olostep?
jevcrawl and Olostep score within a point of each other on agent readiness, 63.7 (B) and 63 (B). Olostep leads on agent ergonomics, payments & pricing and transparency & trust.
Do jevcrawl and Olostep need an API key?
Both need an API key.
Can an agent call jevcrawl and Olostep without installing anything?
jevcrawl runs on your own machine, with no hosted endpoint listed. Olostep has a hosted endpoint at https://api.olostep.com.
Are jevcrawl and Olostep open source?
jevcrawl is open source (Apache-2.0). No open-source release is listed for Olostep.
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- Olostep vs Scrapingdog
- Olostep vs Spider
- Olostep vs ZenRows
- Olostep vs Zyte API
- Firecrawl MCP vs Olostep
- Apify MCP Server vs jevcrawl
- Apify MCP Server vs Olostep
- Firecrawl MCP vs jevcrawl
- jevcrawl vs ScrapeGraphAI
- jevcrawl vs Scrapeless
- jevcrawl vs ScraperAPI
- jevcrawl vs Scrapfly
- jevcrawl vs Spider
- Diffbot vs jevcrawl
- Diffbot vs Olostep
Machine-readable
- This page as Markdown
/compare/jevcrawl-vs-olostep.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/jevcrawl.json·/api/v1/tools/olostep.json - From a terminal
anchor compare jevcrawl olostep(the CLI) - Over MCP
compare_tools {"a": "jevcrawl", "b": "olostep"}at/mcp, no key