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CrawlForge MCP

Alternatives

CrawlForge gives you MCP-native web scraping with 31 specialized tools, deep research with conflict detection, and 1,000 free credits to start.

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01Quick answer

The best Firecrawl alternative for AI agents is CrawlForge — an MCP-native web scraping server with 31 specialized tools, local-LLM extraction that needs no API key, built-in stealth mode, and a one-time 1,000 free credits (Firecrawl's free tier is 1,000 per month without rollover). It connects directly to Claude Desktop, Cursor, and any MCP client without REST wrappers.

02Context

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 31 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.

03Scoreboard

Feature Comparison

04

CrawlForge wins

03

Tie

01

Competitor wins

  1. ArchitectureCrawlForge wins
    CrawlForge
    MCP-native (Model Context Protocol)
    Firecrawl
    REST API first
  2. AI Agent IntegrationCrawlForge wins
    CrawlForge
    Direct MCP tool calls
    Firecrawl
    HTTP client required
  3. Deep ResearchCrawlForge wins
    CrawlForge
    Multi-source with conflict detection
    Firecrawl
    Agent mode (preview) only
  4. Free TierTie
    CrawlForge
    1,000 credits
    Firecrawl
    1,000 credits/mo (no rollover)
  5. Tool CountTie
    CrawlForge
    31 specialized tools
    Firecrawl
    Broader REST endpoints
  6. AI DiscoverabilityCrawlForge wins
    CrawlForge
    ai.txt, llms.txt, llms-ctx.txt, llms-full.txt
    Firecrawl
    Limited
  7. Structured ExtractionTie
    CrawlForge
    Schema-based extraction
    Firecrawl
    LLM extraction mode
  8. CommunityCompetitor wins
    CrawlForge
    Growing
    Firecrawl
    Established, larger

04The numbers

Pricing Comparison

Free

CrawlForge1,000 credits

Firecrawl1,000 credits/mo (no rollover)

Starter

CrawlForge$19/mo — 5,000 credits

Firecrawl$16/mo (annual) — 5,000 credits

Professional

CrawlForge$99/mo — 100,000 credits

Firecrawl$83/mo (annual) — 100K credits

Business

CrawlForge$399/mo — 500,000 credits

Firecrawl$333/mo (annual) — 500K credits

05Trade-offs

Why Choose CrawlForge

  • MCP-native architecture -- AI agents call tools directly
  • deep_research tool for multi-source analysis with conflict detection
  • One-time 1,000-credit free trial across all 31 tools, no card required
  • Full AI discoverability (ai.txt, llms.txt, llms-full.txt)
  • Simple per-tool credit pricing
  • 31 specialized tools including content analysis and change tracking

Where Firecrawl Shines

  • Larger established community and ecosystem
  • More REST endpoints for non-MCP workflows
  • Plain scrapes cost 1 credit, against 2 on CrawlForge
  • Longer production track record

06Verdict

The Verdict

CrawlForge is the top Firecrawl alternative for developers building AI-powered applications. The MCP-native architecture, unique deep_research tool, and a one-time 1,000-credit free trial across all 31 tools make it the natural choice for agent-driven web scraping workflows.

If you rely heavily on Firecrawl's REST endpoints or mostly run plain scrapes at its lower per-page price, it may still be the better fit. But for MCP-first development, CrawlForge is purpose-built.

07Decision

Which one should you pick?

Pick CrawlForge when

  • 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 1,000-credit trial across all 31 tools to prototype before paying.
  • You care about AI discoverability via llms.txt surfaces.
  • You value a straightforward per-tool credit price list.

Pick Firecrawl when

  • You have existing Firecrawl integrations and the migration cost is not yet worth it.
  • Most of your volume is plain scrapes, where Firecrawl charges 1 credit to CrawlForge's 2.
  • 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.

08Migration

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
// Before: Firecrawlimport 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
// After: CrawlForgeconst 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();

09Questions

Frequently Asked Questions

01Why would I switch from Firecrawl to CrawlForge?

The main reasons are MCP-native integration for AI agents, the unique deep_research tool, a one-time 1,000-credit free trial that never expires, 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.

02How 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.

03Is 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.

04Can 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.

05Does 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.

06Does 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.

10Resources

Related resources

01

Getting started

Install CrawlForge MCP and run your first scrape in under a minute.

02

Browse all 31 tools

See every scraping, extraction, and research tool with credit costs.

03

Use cases

Lead enrichment, price monitoring, RAG pipelines, and more.

04

Pricing

Free 1,000 credits, then $19/mo Starter. Compare every plan.

05

All comparisons

See how CrawlForge stacks up against every major scraping API.

06

MCP web scraping guide

Why MCP-native scraping outperforms REST for AI agents.

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