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Firecrawl Review

Depends

Should I use Firecrawl?

The web data API to search, scrape, and interact with the web at scale. Turn any source into clean Markdown or structured data your agents can ship with. - firecrawl.com

· 1 month ago

Buy it if your team builds AI agents and needs clean, structured web data through an API. Skip it if you need social media scraping, point-and-click tooling, or a spotless security record.

Confidence

Medium. Based on ~20 public sources; independent review coverage is thin (one G2 review), so treat ratings cautiously.

Ratings

  • Value for money
  • Ease of use
  • Feature depth
  • Support quality
  • Security posture

Pricing

$0

Forever Free

ModelNot disclosed
Monthly feesNot disclosed
HardwareNot disclosed
Free tierYes
Paid plansUsage-based credits

Best for

  • AI agent developers
  • RAG and LLM pipelines
  • Large-scale crawling via API
  • No-code automators via n8n

Not for

  • Anyone needing social media platform data
  • Security-strict enterprises uneasy with SSRF history
  • Non-technical users wanting point-and-click scraping
  • One-off scrapers — overkill; a simple scraper or script suffices

Gotchas - check before you buy

high

SSRF CVEs (CVE-2024-56800, CVE-2026-72904); a 2026 CVE reported unpatched — vet before production.

medium

Search burns 2 credits per page vs 1 for scraping — watch your credit mix.

medium

Social media platform data is effectively off-limits.

low

Legal responsibility for respecting site terms falls on end users, not Firecrawl.

Pros and cons

Pros

  • Turns any webpage into clean Markdown or structured JSON for LLMs
  • Seven endpoints covering scrape, crawl, map, monitor, and search
  • Open-source core with an active GitHub community
  • Free tier plus usage-based credit pricing
  • MCP integration lets agents like Claude scrape directly

Cons

  • Only one G2 review; independent validation is thin
  • SSRF vulnerabilities disclosed, including one reported unpatched
  • No support for scraping social media platform data
  • Advanced users report rough edges per third-party reviews

Sources & method

- 12 sources - Multiple SSRF vulnerabilities disclosed; one 2026 CVE reported unpatched.

official x3review x5security x3news x1
  • CVE-2024-56800, Server-side request forgery vulnerability in the web scraper.
  • CVE-2026-72904, Arbitrary file read and SSRF vulnerability.
  • CVE-2026-32857, Reported as an unpatched CVE in a third-party MCP integration review.

Key stats

  • Value for money: 3/5

    Rating

  • $0

    Starting price

  • 12

    Sources

  • Analyzed

  • Value for money: 3/5. Free tier; usage credits; mixed third-party cost reviews
  • Ease of use: 4/5. SDKs, typed clients, MCP, no-code n8n tutorials
  • Feature depth: 4/5. Seven endpoints: scrape, crawl, map, monitor, search
  • Support quality: 3/5. Discord community; users praise fast shipping
  • Security posture: 2/5. Multiple SSRF CVEs; one reported unpatched
  • 1 G2 reviews very thin independent coverage
  • Yes Free tier Forever Free plan
  • $14.5M Series A funding announced Aug 2025
  • 1 credit/page Credit pricing search costs 2 credits

Pricing

Forever Free

$0

  • Credit-limited scraping
  • API access for evaluation

Paid plans

Usage-based credits

  • 1 credit per page: scrape, crawl, map, monitor
  • Search costs 2 credits per page

Security

Multiple SSRF vulnerabilities disclosed; one 2026 CVE reported unpatched.

  • CVE-2024-56800Server-side request forgery vulnerability in the web scraper.⁹
  • CVE-2026-72904Arbitrary file read and SSRF vulnerability.10
  • CVE-2026-32857Reported as an unpatched CVE in a third-party MCP integration review.11

What users say

Early adopters praise shipping speed and AI-readiness, but independent review coverage is very thin.

“Great if you want to give AI the ability to scrape”
G2 review
“❌No, if you need to scrape social media platform data”
Gumloop blog review
“Huge shoutout to Firecrawl for powering the web data l”
Product Hunt review
Full analysis

Based on ~20 public sources; independent review coverage is thin (one G2 review), so treat ratings cautiously.

Strong web-data API for AI builders; thin reviews, SSRF CVEs, credit burn — not for social data or no-code users.

Methodology

Based on ~20 public sources; independent review coverage is thin (one G2 review), so treat ratings cautiously.

Read how a report is made.

Sources

  1. Firecrawl on G2 (1 review)g2.com
    review
  2. Firecrawl review: An honest thought about this AI scrapergumloop.com
    review
  3. Firecrawl Review: Costs, Limits, and What I'd Use Insteadthunderbit.com
    review
  4. Firecrawl review (filipkonecny)filipkonecny.com
    review
  5. Firecrawl Reviews on Product Huntproducthunt.com
    review
  6. Firecrawl GitHub repositorygithub.com
    official
  7. Firecrawl pricing pagefirecrawl.dev
    official
  8. Firecrawl homepagefirecrawl.dev
    official
  9. CVE-2024-56800: Firecrawl SSRF Vulnerabilitysentinelone.com
    security
  10. CVE-2026-72904: Firecrawl SSRF Vulnerabilitysentinelone.com
    security
  11. I Wired Firecrawl into Claude via MCP — Honest Breakdownpub.towardsai.net
    security
  12. Firecrawl Announces $14.5M Series Abenzinga.com
    news

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