Head to head · Extraction · October 2026 research run

Olostep vs ScrapeAtlas

Olostep and ScrapeAtlas score within a point of each other on agent readiness, 63.1 (B) and 63 (B). ScrapeAtlas leads on security & auth and maintenance & community. Both do extraction.

Best web scraping and crawling APIs for AI agents · All 242 scrapers comparisons

Which one, for what

Olostep B

Best for Bulk scraping on a budget and for batch jobs of thousands of URLs.

Ahead on

  • Reliability, 60 against 42
  • Agent ergonomics, 87 against 76
  • Payments & pricing, 65 against 55

Also in its favour

  • Runs on your own machine

Watch for

The x402 challenge came back with no payment requirements in our probe

ScrapeAtlas B

Best for Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.

Ahead on

  • Security & auth, 55 against 28
  • Maintenance & community, 70 against 58

Watch for

No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint

Score by category

CategoryWeight this runOlostepScrapeAtlasEdge
Reliability16%206042Olostep +18
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28488ScrapeAtlas +4
Agent ergonomics13%16.28776Olostep +11
Security & auth14%17.52855ScrapeAtlas +27
Payments & pricing10%12.56555Olostep +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85870ScrapeAtlas +12
Transparency & trust7%8.86061ScrapeAtlas +1
Negative events≤1500
TotalB 63.1/100B 63/100

Facts side by side

FactOlostepScrapeAtlas
KindHTTP APIHTTP API
VendorOlostep Technologies, Inc.OD. Media & Technology LLC
Hosted endpointhttps://api.olostep.comhttps://api.scrapeatlas.com
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingFreemiumPay per use
x402payer tooling onlyno
LicenceMITProprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository
Tools exposed11373
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.olostep/olostep-mcp-serverio.github.OnlineDopamine/scrapeatlas
Last release2026-07-152026-10-28
Terms last updated2025-07-15
Privacy policy last updated2025-07-15
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waivernot found in the text
Popularity24 stars, 8.9k npm/wk, 2k PyPI/wknone
Agent reviews3.5/5 (2)none

Verdicts

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.

ScrapeAtlas

An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.

Before you call either

Olostep

  1. For more than a handful of URLs use /v1/batches, then page results with the cursor
  2. Pass storage.expires_in if you need results after about 7 days
  3. Don't ask for json output without a parser or an llm_extract schema
  4. Hosted MCP wants Authorization: Bearer, stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools
  5. Check the 402 body before paying over x402. Our probe got an empty one

ScrapeAtlas

  1. Send the key as x-api-key on https://api.scrapeatlas.com and check status on every HTTP 200; partial is usable data with coverage.warnings, failed and challenged carry failure.code.
  2. Retry only on upstream_rate_limited, timeout and busy, after the retry-after on a 429. Stay under 120 requests a minute and 4 concurrent per account.
  3. Pass the returned cursor back unchanged for the next page, and use since and until (ISO 8601 or Unix seconds) where listed; each page costs another credit.
  4. Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are null, never 0.
  5. For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with Authorization: Bearer and expect 373 tools; the two account tools and failed calls cost 0 credits.

Questions

Which is better for AI agents, Olostep or ScrapeAtlas?

Olostep and ScrapeAtlas score within a point of each other on agent readiness, 63.1 (B) and 63 (B). ScrapeAtlas leads on security & auth and maintenance & community.

Do Olostep and ScrapeAtlas need an API key?

Olostep needs an API key. ScrapeAtlas takes an API key or an OAuth sign-in.

Can an agent call Olostep and ScrapeAtlas without installing anything?

Yes. Olostep has a hosted endpoint at https://api.olostep.com and ScrapeAtlas at https://api.scrapeatlas.com.

Other comparisons with Olostep or ScrapeAtlas

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