# Firecrawl MCP vs Scrapewise

> Firecrawl MCP scores 75.3 (BB) to Scrapewise's 62.5 (B) for web search. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise
- Markdown: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.md (~3,250 tokens)
- Slim: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.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
- 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

Firecrawl MCP scores 75.3 (BB) on agent readiness against Scrapewise's 62.5 (B), and leads in every scored category. Both do web search.

- Firecrawl MCP: grade BB, 75.3/100, rank #53 of 1098. Markdown https://www.anchorterminal.com/tools/firecrawl-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/firecrawl-mcp.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

### Firecrawl MCP (BB)

Good 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:
- Reliability, 70 against 45
- Schema & documentation, 88 against 79
- Agent ergonomics, 92 against 86
- Security & auth, 67 against 58
- Payments & pricing, 50 against 40
- Maintenance & community, 87 against 79
- Transparency & trust, 74 against 53

Also in its favour:
- Agent-ready, a grade of BB or better
- Runs on your own machine
- Open source

Watch for: No x402 or other machine payment

### 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.

Also in its favour:
- Free to start without a card

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


## Score by category

| Category | Weight | Firecrawl MCP | Scrapewise | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 70 | 45 | Firecrawl MCP +25 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 88 | 79 | Firecrawl MCP +9 |
| Agent ergonomics | 13% (16.2 this run) | 92 | 86 | Firecrawl MCP +6 |
| Security & auth | 14% (17.5 this run) | 67 | 58 | Firecrawl MCP +9 |
| Payments & pricing | 10% (12.5 this run) | 50 | 40 | Firecrawl MCP +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 87 | 79 | Firecrawl MCP +8 |
| Transparency & trust | 7% (8.8 this run) | 74 | 53 | Firecrawl MCP +21 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **75.3 · BB** | **62.5 · B** | |

## Facts side by side

| Fact | Firecrawl MCP | Scrapewise |
| --- | --- | --- |
| Kind | MCP server | HTTP API |
| Vendor | Firecrawl (Mendable) | BEBOTECH OÜ |
| Hosted endpoint | `https://mcp.firecrawl.dev/v2/mcp` | `https://mcp.scrapewise.ai/mcp` |
| Transports | stdio, Streamable HTTP, SSE (legacy) | Streamable HTTP |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| Price for web search | not published | $1.68 per 1,000 requests |
| x402 | no | no |
| Licence | MIT | none |
| Tools exposed | 26 | 14 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | `io.github.firecrawl/firecrawl-mcp-server` | `ai.scrapewise/scrapewise` |
| Last release | 2026-10-01 | 2026-10-15 |
| Terms last updated | 2024-11-05 | 2025-10-29 |
| Privacy policy last updated | 2024-12-26 | 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 | yes | not found in the text |
| Popularity | 7.5k stars, 29k npm/wk | 1 stars, 30 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.

**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

### Firecrawl MCP

1. Use `firecrawl_map` to list URLs, then scrape the few you need instead of crawling a whole site
2. On the keyless endpoint only scrape, search and parse work. A 429 carries a `signup_url` for the human
3. Ask for markdown only. JSON, question and highlight formats add 4 credits a page
4. Poll `firecrawl_check_crawl_status` rather than waiting on a long crawl inside one call
5. Check the URL before scraping. Dead pages still cost a credit

### 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

## Tutorials

- [Turn a documentation page into Markdown with Firecrawl](https://www.anchorterminal.com/tutorials/firecrawl-mcp/), for Firecrawl MCP

## Questions

### Which is better for AI agents, Firecrawl MCP or Scrapewise?

Firecrawl MCP scores 75.3 (BB) on agent readiness against Scrapewise's 62.5 (B), and leads in every scored category.

### Do Firecrawl MCP and Scrapewise need an API key?

Firecrawl MCP takes an API key or an OAuth sign-in. Scrapewise needs an API key.

### Can an agent call Firecrawl MCP and Scrapewise without installing anything?

Yes. Firecrawl MCP has a hosted endpoint at https://mcp.firecrawl.dev/v2/mcp and Scrapewise at https://mcp.scrapewise.ai/mcp.

### Are Firecrawl MCP and Scrapewise open source?

Firecrawl MCP is open source (MIT). No open-source release is listed for Scrapewise.


## For agents

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

## Other comparisons with Firecrawl MCP or Scrapewise

- [Bright Data vs Scrapewise](https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.md)
- [Context.dev vs Scrapewise](https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.md)
- [Jina Reader vs Scrapewise](https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.md)
- [Olostep vs Scrapewise](https://www.anchorterminal.com/compare/olostep-vs-scrapewise.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)
- [Brave Search API + MCP vs Firecrawl MCP](https://www.anchorterminal.com/compare/brave-search-mcp-vs-firecrawl-mcp.md)
- [Bright Data vs Firecrawl MCP](https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.md)
- [Cloudflare Web Search API vs Firecrawl MCP](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-firecrawl-mcp.md)
- [Context.dev vs Firecrawl MCP](https://www.anchorterminal.com/compare/context-dev-vs-firecrawl-mcp.md)
- [Exa API + MCP vs Firecrawl MCP](https://www.anchorterminal.com/compare/exa-mcp-vs-firecrawl-mcp.md)
- [Firecrawl MCP vs Grep AI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-grep-ai.md)
- [Firecrawl MCP vs Jina Reader](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jina-reader.md)
- [Firecrawl MCP vs Kagi Search API](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-kagi-search.md)
- [Firecrawl MCP vs Linkup](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup.md)
- [Firecrawl MCP vs Olostep](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep.md)
- [Firecrawl MCP vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-parallel-search-api.md)
- [Firecrawl MCP vs ScrapeGraphAI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.md)
- [Firecrawl MCP vs Scrapeless](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeless.md)
- [Firecrawl MCP vs ScrapingBee](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingbee.md)
- [Firecrawl MCP vs Scrapingdog](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingdog.md)
- [Firecrawl MCP vs SearchAPI.io](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-searchapi-io.md)
- [Firecrawl MCP vs SerpApi](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpapi.md)
- [Firecrawl MCP vs Serper](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serper.md)
- [Firecrawl MCP vs SerpKite](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpkite.md)
- [Firecrawl MCP vs Spider](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-spider-cloud.md)
- [Firecrawl MCP vs Tavily API + MCP](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-tavily-mcp.md)
- [Firecrawl MCP vs TinyFish Search](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-tinyfish-search.md)
- [Firecrawl MCP vs Valyu](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-valyu.md)
- [Firecrawl MCP vs You.com APIs](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-you-com-api.md)
- [Apify MCP Server vs Firecrawl MCP](https://www.anchorterminal.com/compare/apify-mcp-vs-firecrawl-mcp.md)
- [Apify MCP Server vs Scrapewise](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.md)
- [Firecrawl MCP vs jevcrawl](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jevcrawl.md)
- [jevcrawl vs Scrapewise](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.md)
- [Diffbot vs Firecrawl MCP](https://www.anchorterminal.com/compare/diffbot-vs-firecrawl-mcp.md)
- [Diffbot vs Scrapewise](https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.md)
- [Firecrawl MCP vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-oxylabs-web-scraper.md)
- [Firecrawl MCP vs ScraperAPI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi.md)
- [Firecrawl MCP vs ZenRows](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-zenrows.md)
- [Firecrawl MCP vs Scrape.do](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrape-do.md)
- [Firecrawl MCP vs Scrapfly](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly.md)
- [Firecrawl MCP vs ScrapingAnt](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingant.md)

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