Firecrawl vs ScrapingBee
Comparing architecture, runtime limits, open-source licenses, and monthly costs for autonomous agent pipelines.
Detailed Specifications & Compatibility Matrix
Extracted directly from GitHub REST API & official developer documentation
| Technical Feature / Metric | Firecrawl | ScrapingBee |
|---|---|---|
| Developer / Organization | Mendable AI | ScrapingBee SAS (Kevin Sahin & Etienne Margot) |
| Open-Source Engine | ✓ Open Source (AGPL-3.0) | ✕ Proprietary Cloud |
| GitHub Stars (Repo/SDK) | ★ 195,258 GitHub Stars | Proprietary / Closed Core |
| Core Repository Language | TypeScript | Cloud API |
| Supported SDK Clients | ||
| Self-Hosted Deployment | ✓ Supported | Hosted Only |
| Docker / Container Ready | ✓ Official Image | Managed |
| Model Context Protocol (MCP) | ✓ Native MCP | Standard REST/gRPC |
| Billing Architecture | usage based | usage based |
| Developer Free Tier | ✓ Yes 500 scrape credits / mo | ✓ Yes 1,000 API requests trial |
| Entry Paid Tier (Monthly) | $16 USD / mo | $49 USD / mo |
| Pricing & Cost Architecture | Monthly credit quota: Free tier provides 500 scrape credits/mo (1 page = 1 credit; 1 crawl = 1 credit per discovered page). Starter plan is $16/mo for 3,000 credits ($0.0053/page). Growth is $99/mo for 100,000 credits. | Free trial includes 1,000 API credits. Paid plans start at $49/mo for 250,000 standard API credits (1 standard request = 1 credit; 1 JavaScript-rendered request = 5 credits). |
| Key Engineering Insight | Created after developers struggled with fragile Puppeteer scripts for RAG; its scraping cluster processes millions of web pages weekly with automated proxy rotation and stealth headers. | Bootstrapped to multi-millions in ARR by solving the single most painful operational hurdle in data extraction: automated IP rotation across 180+ countries. |
Strengths & Trade-Offs
Objective engineering evaluation of both platforms
Firecrawl Evaluation
Key Advantages
- ✓ Converts complex JavaScript-rendered SPAs and shadow DOM into clean, structured markdown optimized for LLM tokenization
- ✓ Includes built-in automated anti-bot bypass, residential IP rotation, and captcha handling with no external proxy configuration
- ✓ Official Model Context Protocol (MCP) server support and official SDKs for Python and TypeScript
Limitations & Trade-Offs
- ✕ AGPL-3.0 copyleft license requires open-sourcing modifications when self-hosting in proprietary environments
- ✕ Credit consumption scales rapidly on deep recursive crawls across multi-page domains
ScrapingBee Evaluation
Key Advantages
- ✓ Massive residential proxy network with automatic IP rotation and geographic targeting across 180+ countries
- ✓ Headless Chrome execution supporting custom JavaScript evaluation, scrolling, and wait-for element triggers
- ✓ Specialized Google Search SERP API extracting structured search results without blocking
Limitations & Trade-Offs
- ✕ JavaScript rendering consumes 5 API credits per call instead of 1, rapidly depleting lower monthly tiers
- ✕ Returns raw HTML rather than native clean LLM markdown; requires custom client-side parsing
Source Quotes
Direct excerpts from official documentation backing our extracted specifications
Firecrawl Documentation Proof
"Starter plan starts at $16/mo for 3,000 credits with automatic anti-bot bypass."
"Free tier provides 500 scraping credits per month."
"Self-hosting instructions and Docker compose provided in the open source repo."
ScrapingBee Documentation Proof
"Freelance plan begins at $49/month for 250,000 API credits."
"Free trial includes 1,000 free requests without credit card requirement."
"API service hosted on ScrapingBee proxy cloud."
Frequently Asked Questions: Firecrawl vs ScrapingBee
Architectural trade-offs and decision criteria
Is Firecrawl or ScrapingBee cheaper for developers?
Firecrawl has a starting price of $16/mo (usage based), while ScrapingBee starts at $49/mo (usage based). Firecrawl includes a free tier (500 scrape credits / mo). ScrapingBee offers a free tier (1,000 API requests trial).
Can I self-host Firecrawl and ScrapingBee in my own infrastructure?
Firecrawl is self-hostable under the AGPL-3.0 license. In comparison, ScrapingBee is proprietary cloud infrastructure.
Do Firecrawl and ScrapingBee support the Model Context Protocol (MCP)?
Firecrawl has native support for MCP servers. ScrapingBee does not advertise built-in MCP protocol bindings.
Which programming languages have official SDKs for Firecrawl vs ScrapingBee?
Firecrawl provides official SDKs in: python, typescript, curl. Meanwhile, ScrapingBee supports: python, typescript, curl.