Looking for a Firecrawl Alternative?
CrawlForge gives you MCP-native web scraping with 20 specialized tools, deep research with conflict detection, and 1,000 free credits to start.
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Overview
If you are evaluating alternatives to Firecrawl, CrawlForge offers a fundamentally different approach. While Firecrawl uses a REST-first architecture, CrawlForge is built from the ground up on the Model Context Protocol (MCP), giving AI agents direct tool access without HTTP overhead.
CrawlForge provides 20 specialized tools covering everything from basic URL fetching to multi-source deep research with conflict detection. The deep_research tool (10 credits) is unique to CrawlForge -- it synthesizes information across multiple sources and flags contradictory claims.
Switching from Firecrawl to CrawlForge is straightforward. Most common operations map directly: Firecrawl's /scrape becomes fetch_url or extract_content, /crawl maps to crawl_deep, and /map maps to map_site. The MCP interface means your AI agents discover tools automatically.
Feature Comparison
| Feature | CrawlForge | Firecrawl | Winner |
|---|---|---|---|
| Architecture | MCP-native (Model Context Protocol) | REST API first | |
| AI Agent Integration | Direct MCP tool calls | HTTP client required | |
| Deep Research | Multi-source with conflict detection | Not available | |
| Free Tier | 1,000 credits | 500 credits | |
| Tool Count | 20 specialized tools | Broader REST endpoints | |
| AI Discoverability | ai.txt, llms.txt, llms-ctx.txt, llms-full.txt | Limited | |
| Structured Extraction | Schema-based extraction | LLM extraction mode | |
| Community | Growing | Established, larger |
Pricing Comparison
| Tier | CrawlForge | Firecrawl |
|---|---|---|
| Free | 1,000 credits | 500 credits |
| Starter | $19/mo — 5,000 credits | $19/mo — 3,000 credits |
| Professional | $99/mo — 50,000 credits | $99/mo — 100K credits |
| Business | $399/mo — 250,000 credits | $399/mo — 500K credits |
Why Choose CrawlForge
- MCP-native architecture -- AI agents call tools directly
- deep_research tool for multi-source analysis with conflict detection
- Double the free credits (1,000 vs 500)
- Full AI discoverability (ai.txt, llms.txt, llms-full.txt)
- Simple per-tool credit pricing
- 20 specialized tools including content analysis and change tracking
Where Firecrawl Shines
- +Larger established community and ecosystem
- +More REST endpoints for non-MCP workflows
- +Higher credit volumes on upper pricing tiers
- +Longer production track record
The Verdict
CrawlForge is the top Firecrawl alternative for developers building AI-powered applications. The MCP-native architecture, unique deep_research tool, and more generous free tier make it the natural choice for agent-driven web scraping workflows.
If you rely heavily on Firecrawl's REST endpoints or need its higher credit volumes at the upper tiers, it may still be the better fit. But for MCP-first development, CrawlForge is purpose-built.
Which one should you pick?
- You want an MCP-native tool, not a REST API you have to wrap for AI agents.
- You need deep_research as a built-in capability.
- You want a bigger free tier (1,000 credits) to prototype before paying.
- You care about AI discoverability via llms.txt surfaces.
- You value a straightforward per-tool credit price list.
- You have existing Firecrawl integrations and the migration cost is not yet worth it.
- You need higher credit volumes at the Professional and Business tiers.
- You depend on a specific Firecrawl REST endpoint or community integration.
- Your AI tooling does not use MCP and you prefer a pure REST contract.
Migration example
Replace a Firecrawl /scrape call with a CrawlForge extract_content call. Most Firecrawl JS SDK usage maps 1:1 like this. (Check Firecrawl docs for latest SDK options.)
Before — Firecrawl
typescript// Before: Firecrawl
import FirecrawlApp from '@mendable/firecrawl-js';
const app = new FirecrawlApp({ apiKey: process.env.FIRECRAWL_API_KEY });
const scrape = await app.scrapeUrl('https://example.com', {
formats: ['markdown'],
});After — CrawlForge
typescript// After: CrawlForge
const res = await fetch('https://www.crawlforge.dev/api/v1/tools/extract_content', {
method: 'POST',
headers: { Authorization: `Bearer ${process.env.CRAWLFORGE_API_KEY}`, 'Content-Type': 'application/json' },
body: JSON.stringify({ url: 'https://example.com' }),
});
const scrape = await res.json();Frequently Asked Questions
Why would I switch from Firecrawl to CrawlForge?
The main reasons are MCP-native integration for AI agents, the unique deep_research tool, a larger 1,000-credit free tier, and simpler per-tool credit pricing. If those matter more to you than Firecrawl's larger community and higher upper-tier credit volumes, CrawlForge is the better fit.
How do Firecrawl endpoints map to CrawlForge tools?
Firecrawl's /scrape maps to fetch_url or extract_content, /crawl maps to crawl_deep, and /map maps to map_site. Structured extraction with a schema maps to scrape_structured. The deep_research tool has no Firecrawl equivalent.
Is CrawlForge's extraction quality comparable to Firecrawl?
For markdown and structured extraction, both platforms perform well on typical content sites. CrawlForge's extract_content uses readability-style cleaning and scrape_structured supports schema-based extraction similar to Firecrawl's LLM extract mode.
Can I use both Firecrawl and CrawlForge?
Yes. Most teams that switch do so gradually — keep Firecrawl on existing workflows, route new AI-agent work through CrawlForge, and migrate the rest as needed.
Does CrawlForge have an SDK?
CrawlForge is MCP-first — the primary integration path is the MCP protocol itself, which most AI hosts (Claude, Cursor, Windsurf) support natively. There is also a REST API you can call directly with any HTTP client, which is the equivalent of Firecrawl's SDK usage.
Does CrawlForge have higher rate limits than Firecrawl?
Rate limits scale with your plan on both platforms. CrawlForge's free tier allows steady prototyping traffic. For exact current limits, check the pricing page on each vendor.
Related resources
Getting started
Install CrawlForge MCP and run your first scrape in under a minute.
Browse all 20 tools
See every scraping, extraction, and research tool with credit costs.
Use cases
Lead enrichment, price monitoring, RAG pipelines, and more.
Pricing
Free 1,000 credits, then $19/mo Starter. Compare every plan.
All comparisons
See how CrawlForge stacks up against every major scraping API.
MCP web scraping guide
Why MCP-native scraping outperforms REST for AI agents.
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