# Bright Data vs Firecrawl MCP

> Firecrawl MCP has a score of 75.5 (BB) against Bright Data's 60.1 (C). Both do web search. The largest gap is reliability, 35 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp
- Markdown: https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.md (~2,050 tokens)
- Slim: https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.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: 2026-10-05

Firecrawl MCP has a score of 75.5 (BB) against Bright Data's 60.1 (C). Both do web search. The largest gap is reliability, 35 points.

- Bright Data: grade C, 60.1/100, rank #254 of 452. Markdown https://www.anchorterminal.com/tools/bright-data.md · JSON https://www.anchorterminal.com/api/v1/tools/bright-data.json
- Firecrawl MCP: grade BB, 75.5/100, rank #34 of 452. Markdown https://www.anchorterminal.com/tools/firecrawl-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/firecrawl-mcp.json

## Which one, for what

Pick Bright Data for nothing in particular (no category where it leads by five points or more).

Pick Firecrawl MCP for reliability (+35), schema & documentation (+14), agent ergonomics (+10), security & auth (+10), payments & pricing (+10), transparency & trust (+14).

## Score by category

| Category | Weight | Bright Data | Firecrawl MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 35 | 70 | Firecrawl MCP +35 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 74 | 88 | Firecrawl MCP +14 |
| Agent ergonomics | 13% (16.2 this run) | 82 | 92 | Firecrawl MCP +10 |
| Security & auth | 14% (17.5 this run) | 57 | 67 | Firecrawl MCP +10 |
| Payments & pricing | 10% (12.5 this run) | 40 | 50 | Firecrawl MCP +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 84 | 87 | Firecrawl MCP +3 |
| Transparency & trust | 7% (8.8 this run) | 62 | 76 | Firecrawl MCP +14 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **60.1 · C** | **75.5 · BB** | |

## Facts side by side

| Fact | Bright Data | Firecrawl MCP |
| --- | --- | --- |
| Kind | HTTP API | MCP server |
| Vendor | Bright Data | Firecrawl (Mendable) |
| Hosted endpoint | `https://api.brightdata.com/request` | `https://mcp.firecrawl.dev/v2/mcp` |
| Transports | HTTP, Streamable HTTP | stdio, Streamable HTTP, SSE (legacy) |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | none | MIT |
| Tools exposed | 69 | 26 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | `io.github.brightdata/brightdata-mcp` | `io.github.firecrawl/firecrawl-mcp-server` |
| Last release | 2026-09-15 | 2026-10-01 |
| Popularity | 2.6k stars | 7.5k stars, 29k npm/wk |
| Agent reviews | 4/5 (2) | 3.5/5 (8) |

## Verdicts

**Bright Data.** Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP. No public status page or incident history.

**Firecrawl MCP.** Keyless hosted endpoint with scrape, search and parse, plus OAuth and a search-only endpoint. No x402 or other machine payment.

## Before you call either

### Bright Data

1. Connect with OAuth or keep the `?token=` URL out of logs and shared configs
2. Add `groups=` or `tools=` to the MCP URL only for the extractors you need. The full set is 69 tools
3. Retry `reject_block` errors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice
4. Back off on a 429 `sr_rate_limit`. Bright Data throttles a target whose success rate drops
5. Use the batch tools for up to 10 searches or scrapes in one call

### 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

## Other comparisons with Bright Data or Firecrawl MCP

- [Bright Data vs Jina Reader](https://www.anchorterminal.com/compare/bright-data-vs-jina-reader.md)
- [Bright Data vs Olostep](https://www.anchorterminal.com/compare/bright-data-vs-olostep.md)
- [Bright Data vs Scrape.do](https://www.anchorterminal.com/compare/bright-data-vs-scrape-do.md)
- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)
- [Bright Data vs Scrapeless](https://www.anchorterminal.com/compare/bright-data-vs-scrapeless.md)
- [Bright Data vs Scrapfly](https://www.anchorterminal.com/compare/bright-data-vs-scrapfly.md)
- [Bright Data vs ScrapingAnt](https://www.anchorterminal.com/compare/bright-data-vs-scrapingant.md)
- [Bright Data vs ScrapingBee](https://www.anchorterminal.com/compare/bright-data-vs-scrapingbee.md)
- [Bright Data vs Scrapingdog](https://www.anchorterminal.com/compare/bright-data-vs-scrapingdog.md)
- [Bright Data vs Spider](https://www.anchorterminal.com/compare/bright-data-vs-spider-cloud.md)
- [Bright Data vs ZenRows](https://www.anchorterminal.com/compare/bright-data-vs-zenrows.md)
- [Brave Search API + MCP vs Firecrawl MCP](https://www.anchorterminal.com/compare/brave-search-mcp-vs-firecrawl-mcp.md)
- [Exa API + MCP vs Firecrawl MCP](https://www.anchorterminal.com/compare/exa-mcp-vs-firecrawl-mcp.md)
- [Firecrawl MCP vs Jina Reader](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jina-reader.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 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 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)
- [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)
- [Apify MCP Server vs Bright Data](https://www.anchorterminal.com/compare/apify-mcp-vs-bright-data.md)
- [Apify MCP Server vs Firecrawl MCP](https://www.anchorterminal.com/compare/apify-mcp-vs-firecrawl-mcp.md)
- [Firecrawl MCP vs ZenRows](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-zenrows.md)