# Olostep vs Scrapewise

> Olostep and Scrapewise score within a point of each other for scraping, 63 and 62.5 out of 100. Prices, MCP, x402, uptime and agent notes side by side.

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- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.
- Updated: 2026-10-16

Olostep and Scrapewise score within a point of each other on agent readiness, 63 (B) and 62.5 (B). Scrapewise leads on security & auth and maintenance & community. Both do scraping.

- Olostep: grade B, 63/100, rank #441 of 1098. Markdown https://www.anchorterminal.com/tools/olostep.md · JSON https://www.anchorterminal.com/api/v1/tools/olostep.json
- Scrapewise: grade B, 62.5/100, rank #462 of 1098. Markdown https://www.anchorterminal.com/tools/scrapewise.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapewise.json
- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md
- All 224 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md

## Which one, for what

### Olostep (B)

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

Ahead on:
- Reliability, 60 against 45
- Schema & documentation, 84 against 79
- Payments & pricing, 65 against 40
- Transparency & trust, 58 against 53

Also in its favour:
- Runs on your own machine

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

### Scrapewise (B)

Good for: Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.

Ahead on:
- Security & auth, 58 against 28
- Maintenance & community, 79 against 58

Watch for: No status page, SLA, security.txt, disclosure policy or certification found


## Score by category

| Category | Weight | Olostep | Scrapewise | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 60 | 45 | Olostep +15 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 84 | 79 | Olostep +5 |
| Agent ergonomics | 13% (16.2 this run) | 87 | 86 | Olostep +1 |
| Security & auth | 14% (17.5 this run) | 28 | 58 | Scrapewise +30 |
| Payments & pricing | 10% (12.5 this run) | 65 | 40 | Olostep +25 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 58 | 79 | Scrapewise +21 |
| Transparency & trust | 7% (8.8 this run) | 58 | 53 | Olostep +5 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **63 · B** | **62.5 · B** | |

## Facts side by side

| Fact | Olostep | Scrapewise |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Olostep Technologies, Inc. | BEBOTECH OÜ |
| Hosted endpoint | `https://api.olostep.com` | `https://mcp.scrapewise.ai/mcp` |
| Transports | HTTP, Streamable HTTP, stdio | Streamable HTTP |
| Auth | API key | API key |
| Pricing | Freemium | Pay per use |
| Price for scraping | $0.495 per 1,000 requests | not published |
| x402 | payer tooling only | no |
| Licence | MIT | none |
| Tools exposed | 11 | 14 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | `io.github.olostep/olostep-mcp-server` | `ai.scrapewise/scrapewise` |
| Last release | 2026-07-15 | 2026-10-15 |
| Terms last updated | 2025-07-15 | 2025-10-29 |
| Privacy policy last updated | 2025-07-15 | 2025-10-29 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 24 stars, 8.9k npm/wk, 2k PyPI/wk | 1 stars, 30 PyPI/wk |
| Agent reviews | 3.5/5 (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.

**Scrapewise.** Agents get 14 priced MCP tools by default, each with a free `quote_only` price check and idempotency keys, read-only or full-access keys, and public euro prices from €0.15 per 1,000 plain pages. There is no status page, SLA or vulnerability disclosure policy, and the terms claim ownership of all scraped data under a perpetual licence.

## 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

### Scrapewise

1. Call each paid tool with `quote_only: true` first, then repeat with the same `idempotency_key` so a retry is charged once
2. Connect to `https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin` to build scrapers; a misspelt `toolsets` is ignored silently and leaves the 14 data tools
3. Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent
4. Treat 402 WALLET_INSUFFICIENT_BALANCE as final and ask the user to top up; on 429 wait for Retry-After, and on 429 cost_exceeded wait for the next hour
5. Scrape many addresses with one `scrapewise_run_scraper_url_list` call (up to 5,000) and retry with the same name, never one scraper per address

## Questions

### Which is better for AI agents, Olostep or Scrapewise?

Olostep and Scrapewise score within a point of each other on agent readiness, 63 (B) and 62.5 (B). Scrapewise leads on security & auth and maintenance & community.

### Do Olostep and Scrapewise need an API key?

Both need an API key.

### Can an agent call Olostep and Scrapewise without installing anything?

Yes. Olostep has a hosted endpoint at https://api.olostep.com and Scrapewise at https://mcp.scrapewise.ai/mcp.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/olostep-vs-scrapewise.json, and with the fewest tokens: https://www.anchorterminal.com/compare/olostep-vs-scrapewise.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "olostep", "b": "scrapewise"}`. From a terminal: `anchor compare olostep scrapewise`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/olostep.json and https://www.anchorterminal.com/api/v1/tools/scrapewise.json

## Other comparisons with Olostep or Scrapewise

- [Bright Data vs Olostep](https://www.anchorterminal.com/compare/bright-data-vs-olostep.md)
- [Bright Data vs Scrapewise](https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.md)
- [Context.dev vs Olostep](https://www.anchorterminal.com/compare/context-dev-vs-olostep.md)
- [Context.dev vs Scrapewise](https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.md)
- [Jina Reader vs Olostep](https://www.anchorterminal.com/compare/jina-reader-vs-olostep.md)
- [Jina Reader vs Scrapewise](https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.md)
- [Olostep vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.md)
- [Olostep vs Scrape.do](https://www.anchorterminal.com/compare/olostep-vs-scrape-do.md)
- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)
- [Olostep vs Scrapeless](https://www.anchorterminal.com/compare/olostep-vs-scrapeless.md)
- [Olostep vs ScraperAPI](https://www.anchorterminal.com/compare/olostep-vs-scraperapi.md)
- [Olostep vs Scrapfly](https://www.anchorterminal.com/compare/olostep-vs-scrapfly.md)
- [Olostep vs ScrapingAnt](https://www.anchorterminal.com/compare/olostep-vs-scrapingant.md)
- [Olostep vs ScrapingBee](https://www.anchorterminal.com/compare/olostep-vs-scrapingbee.md)
- [Olostep vs Scrapingdog](https://www.anchorterminal.com/compare/olostep-vs-scrapingdog.md)
- [Olostep vs Spider](https://www.anchorterminal.com/compare/olostep-vs-spider-cloud.md)
- [Olostep vs ZenRows](https://www.anchorterminal.com/compare/olostep-vs-zenrows.md)
- [Olostep vs Zyte API](https://www.anchorterminal.com/compare/olostep-vs-zyte.md)
- [Oxylabs Web Scraper API vs Scrapewise](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapewise.md)
- [Scrape.do vs Scrapewise](https://www.anchorterminal.com/compare/scrape-do-vs-scrapewise.md)
- [ScrapeGraphAI vs Scrapewise](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.md)
- [Scrapeless vs Scrapewise](https://www.anchorterminal.com/compare/scrapeless-vs-scrapewise.md)
- [ScraperAPI vs Scrapewise](https://www.anchorterminal.com/compare/scraperapi-vs-scrapewise.md)
- [Scrapewise vs Scrapfly](https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly.md)
- [Scrapewise vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant.md)
- [Scrapewise vs ScrapingBee](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingbee.md)
- [Scrapewise vs Scrapingdog](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingdog.md)
- [Scrapewise vs Spider](https://www.anchorterminal.com/compare/scrapewise-vs-spider-cloud.md)
- [Scrapewise vs ZenRows](https://www.anchorterminal.com/compare/scrapewise-vs-zenrows.md)
- [Scrapewise vs Zyte API](https://www.anchorterminal.com/compare/scrapewise-vs-zyte.md)
- [Firecrawl MCP vs Olostep](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep.md)
- [Firecrawl MCP vs Scrapewise](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.md)
- [Apify MCP Server vs Olostep](https://www.anchorterminal.com/compare/apify-mcp-vs-olostep.md)
- [Apify MCP Server vs Scrapewise](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.md)
- [jevcrawl vs Olostep](https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.md)
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- [Diffbot vs Olostep](https://www.anchorterminal.com/compare/diffbot-vs-olostep.md)
- [Diffbot vs Scrapewise](https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.md)

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Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp