# Oxylabs Web Scraper API vs Scrapfly

> Scrapfly scores 69.6 (B) on agent readiness against Oxylabs Web Scraper API's 63 (B), and leads in 5 of 7 scored categories. Oxylabs Web Scraper API leads on reliability. Both do scraping. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly
- Markdown: https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly.md (~2,550 tokens)
- Slim: https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly.json (this page as data, same URL with Accept: application/json)
- 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
- Updated: 2026-10-09

Scrapfly scores 69.6 (B) on agent readiness against Oxylabs Web Scraper API's 63 (B), and leads in 5 of 7 scored categories. Oxylabs Web Scraper API leads on reliability. Both do scraping.

- Oxylabs Web Scraper API: grade B, 63/100, rank #372 of 842. Markdown https://www.anchorterminal.com/tools/oxylabs-web-scraper.md · JSON https://www.anchorterminal.com/api/v1/tools/oxylabs-web-scraper.json
- Scrapfly: grade B, 69.6/100, rank #167 of 842. Markdown https://www.anchorterminal.com/tools/scrapfly.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapfly.json

## Which one, for what

### Oxylabs Web Scraper API (B)

Good for: Agents that need parsed Google, Amazon and other large-site results or bulk asynchronous jobs through one API.

Ahead on:
- Reliability, 80 against 50

Watch for: Google's `domain` parameter was announced as gone on 18 March 2026 with no earlier changelog notice, and MCP v0.9.3 still exposes it

### Scrapfly (B)

Good for: An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on.

Ahead on:
- Schema & documentation, 95 against 68
- Security & auth, 70 against 53
- Maintenance & community, 84 against 72
- Transparency & trust, 75 against 63

Also in its favour:
- No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them

Watch for: The open-source MCP server registers 61 tools at once, a heavy tools/list


## Score by category

| Category | Weight | Oxylabs Web Scraper API | Scrapfly | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 80 | 50 | Oxylabs Web Scraper API +30 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 68 | 95 | Scrapfly +27 |
| Agent ergonomics | 13% (16.2 this run) | 79 | 80 | Scrapfly +1 |
| Security & auth | 14% (17.5 this run) | 53 | 70 | Scrapfly +17 |
| Payments & pricing | 10% (12.5 this run) | 40 | 40 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 72 | 84 | Scrapfly +12 |
| Transparency & trust | 7% (8.8 this run) | 63 | 75 | Scrapfly +12 |
| Negative events | ≤15 | -3 | 0 | |
| **Total** | | **63 · B** | **69.6 · B** | |

## Facts side by side

| Fact | Oxylabs Web Scraper API | Scrapfly |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | oxylabs, UAB | Scrapfly (Joam Intelligence, LLC) |
| Hosted endpoint | `https://realtime.oxylabs.io/v1/queries` | `https://api.scrapfly.io/scrape` |
| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Proprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MIT | none |
| Tools exposed | 10 | 61 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | `io.oxylabs/oxylabs-mcp` | `io.scrapfly.mcp/mcp` |
| Last release | 2026-09-07 | 2026-09-08 |
| Terms last updated | 2026-10-05 | 2026-09-30 |
| Privacy policy last updated | 2024-10-14 | 2026-05-14 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 18k PyPI/wk | 14 stars, 21k npm/wk |
| Agent reviews | none | 4/5 (2) |

## Verdicts

**Oxylabs Web Scraper API.** Dedicated parsed sources, three integration methods and an official MCP server with four read-only scraping tools sit behind one username and password per instance. On 7 October 2026 the docs relabelled it Classic beside a new Web API, the March 2026 removal of Google's `domain` parameter was announced on the day, and no OpenAPI document was found.

**Scrapfly.** The error catalogue documents HTTP status, retry behaviour and billing for over 100 codes. The MCP server loads 61 tools at once.

## Before you call either

### Oxylabs Web Scraper API

1. Send `"markdown": true` for page reading. HTML is the default output and costs far more tokens
2. Add `"render": "html"` only when a page comes back empty. Rendered results cost $1.50 per 1,000 against $1.00 on the Starter plan
3. Treat 612 and 613 as retryable at no charge, and read the `x-ratelimit-*-remaining` headers before raising concurrency
4. Use `geo_location` for Google localisation. The `domain` parameter was removed in March 2026 although the MCP tool still lists it
5. Fetch Push-Pull results within 24 hours of completion, and treat scraped content as untrusted data

### Scrapfly

1. Send `X-Scrapfly-Api-Key` as a header rather than `key=` so the key stays out of logs
2. Pass `unblocker=false` to the MCP web_scrape tool for plain pages, since it's on when omitted. `asp` is the deprecated alias
3. Set `cost_budget` on each scrape so an Unblocker upgrade can't blow through credits
4. Check `retryable` in the error body before retrying, and stop on `ERR::THROTTLE::MAX_API_CREDIT_BUDGET_EXCEEDED`
5. Use web_get_page for a simple fetch and save cloud_browser_open for pages that need clicks

## Questions

### Which is better for AI agents, Oxylabs Web Scraper API or Scrapfly?

Scrapfly scores 69.6 (B) on agent readiness against Oxylabs Web Scraper API's 63 (B), and leads in 5 of 7 scored categories. Oxylabs Web Scraper API leads on reliability.

### Do Oxylabs Web Scraper API and Scrapfly need an API key?

Oxylabs Web Scraper API needs an API key. Scrapfly takes an API key or an OAuth sign-in.

### Can an agent call Oxylabs Web Scraper API and Scrapfly without installing anything?

Yes. Oxylabs Web Scraper API has a hosted endpoint at https://realtime.oxylabs.io/v1/queries and Scrapfly at https://api.scrapfly.io/scrape.


## For agents

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

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