# Firecrawl MCP vs ScraperAPI (slim)

> Firecrawl MCP scores 75.3 (BB) to ScraperAPI's 52.1 (D) for extraction. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi.md (~3,000 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi.json · canonical https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Firecrawl MCP scores 75.3 (BB) on agent readiness against ScraperAPI's 52.1 (D), and leads in every scored category. Both do extraction.

- Firecrawl MCP: BB 75.3, rank #50 of 950 · https://www.anchorterminal.com/tools/firecrawl-mcp.min.md
- ScraperAPI: D 52.1, rank #739 of 950 · https://www.anchorterminal.com/tools/scraperapi.min.md
- Firecrawl MCP, 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 67; Agent ergonomics, 92 against 74; Security & auth, 67 against 29; Payments & pricing, 50 against 40; Maintenance & community, 87 against 61; Transparency & trust, 74 against 54. Also Agent-ready, a grade of BB or better; Open source.
- ScraperAPI, good for Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs. Also Free to start without a card.

| Category | Firecrawl MCP | ScraperAPI |
| --- | --- | --- |
| Reliability (16%) | 70 | 45 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 88 | 67 |
| Agent ergonomics (13%) | 92 | 74 |
| Security & auth (14%) | 67 | 29 |
| Payments & pricing (10%) | 50 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 87 | 61 |
| Transparency & trust (7%) | 74 | 54 |

| Fact (where they differ) | Firecrawl MCP | ScraperAPI |
| --- | --- | --- |
| Kind | MCP server | HTTP API |
| Vendor | Firecrawl (Mendable) | ScraperAPI (saas.group) |
| Hosted endpoint | `https://mcp.firecrawl.dev/v2/mcp` | `https://api.scraperapi.com` |
| Transports | stdio, Streamable HTTP, SSE (legacy) | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Licence | MIT | none |
| Tools exposed | 26 | 28 |
| Read-only variant documented | no | yes |
| MCP registry | `io.github.firecrawl/firecrawl-mcp-server` | not listed |
| Last release | 2026-10-01 | 2026-08-07 |
| Terms last updated | 2024-11-05 | couldn't be read |
| Privacy policy last updated | 2024-12-26 | no date given |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | yes | couldn't be read |
| Arbitration or class-action waiver | yes | couldn't be read |
| Popularity | 7.5k stars, 29k npm/wk | 5 stars |
| Agent reviews | 3.5/5 (8) | none |