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CrawlForge MCP

Alternatives

A side-by-side comparison of CrawlForge, Firecrawl, Apify, ScrapingBee, and Bright Data for web scraping and AI data extraction.

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01Quick answer

Among web scraping APIs in 2026, CrawlForge is the only MCP-native option — 31 tools called directly by AI agents through the Model Context Protocol, with credit-based pay-per-use pricing and 1,000 free credits. Firecrawl, Apify, ScrapingBee, and Bright Data are REST-first; CrawlForge is purpose-built for Claude, Cursor, and other MCP clients.

02Context

Overview

Choosing a web scraping API in 2026 means evaluating more than just price per request. AI agent integration, structured data output, and developer experience matter as much as raw scraping capability. This comparison covers the five leading platforms.

CrawlForge leads in MCP-native AI integration with 31 specialized tools. Firecrawl offers strong REST-based scraping with a focus on AI data. Apify provides the broadest tool ecosystem through its actor marketplace. ScrapingBee excels at proxy-based HTML fetching. Bright Data dominates enterprise-scale operations with the largest proxy network.

Each platform has clear strengths. The right choice depends on your workflow: AI agent integration favors CrawlForge, breadth favors Apify, volume favors Bright Data, simplicity favors ScrapingBee, and REST-first AI scraping favors Firecrawl.

03Scoreboard

Feature Comparison

05

CrawlForge wins

02

Tie

02

Competitor wins

  1. MCP-NativeCrawlForge wins
    CrawlForge
    Yes -- built from ground up
    Competitors
    REST-first (MCP available as an add-on layer)
  2. AI Agent IntegrationCrawlForge wins
    CrawlForge
    Direct tool calls via MCP
    Competitors
    HTTP clients required
  3. Free TierTie
    CrawlForge
    1,000 credits (one-time)
    Competitors
    Varies ($5 usage/mo to 1,000 credits/mo)
  4. Pricing TransparencyCrawlForge wins
    CrawlForge
    Per-tool credits (1-10)
    Competitors
    Varies (compute units, per-GB, per-request)
  5. Deep ResearchCrawlForge wins
    CrawlForge
    Multi-source with conflict detection
    Competitors
    No built-in equivalent (Firecrawl Agent is preview-only)
  6. Tool EcosystemTie
    CrawlForge
    31 specialized tools
    Competitors
    Apify: 60,000+ actors; Others: 5-20 endpoints
  7. Proxy NetworkCompetitor wins
    CrawlForge
    Built-in stealth_mode
    Competitors
    Bright Data: 72M+ IPs (industry-leading)
  8. Enterprise FeaturesCompetitor wins
    CrawlForge
    Business tier available
    Competitors
    Bright Data: full enterprise suite
  9. Setup SpeedCrawlForge wins
    CrawlForge
    Minutes
    Competitors
    Minutes to hours depending on platform

04The numbers

Pricing Comparison

CrawlForge

CrawlForgeFree 1K credits, $19-$399/mo

Competitor--

Firecrawl

CrawlForge--

CompetitorFree 1,000 credits/mo, $16-$333/mo (annual)

Apify

CrawlForge--

Competitor$5 usage/mo free, $29-$999/mo + pay-as-you-go

ScrapingBee

CrawlForge--

Competitor1K trial credits, $19.99-$599.99/mo

Bright Data

CrawlForge--

CompetitorFree trial, pay-as-you-go to enterprise

05Trade-offs

Why Choose CrawlForge

  • Only MCP-native platform -- purpose-built for AI agents
  • Unique deep_research tool with conflict detection
  • One-time 1,000-credit free trial across all tools (never expires)
  • Simplest pricing model (per-tool credits)
  • Full AI discoverability (ai.txt, llms.txt, llms-full.txt)
  • Fastest setup -- API key to first scrape in minutes

Where Competitors Shine

  • Firecrawl: strong REST API, established AI scraping community
  • Apify: largest tool ecosystem with thousands of actors
  • ScrapingBee: excellent proxy reliability and CAPTCHA solving
  • Bright Data: largest proxy network and enterprise compliance
  • All competitors have longer production track records

06Verdict

The Verdict

For AI agent workflows, CrawlForge is the clear leader. The MCP-native architecture, deep_research tool, and simple credit pricing make it the best choice for developers building agent-powered applications.

For other use cases: choose Firecrawl for REST-first AI scraping, Apify for breadth and specialization, ScrapingBee for reliable proxy scraping at scale, and Bright Data for enterprise-grade operations with massive proxy networks.

07Decision

Which one should you pick?

Pick CrawlForge when

  • You are building an AI agent on Claude, Cursor, or another MCP host and want native tool integration.
  • You want one consistent API that covers fetch, extract, research, and monitoring.
  • You value predictable per-tool credit pricing over compute-unit or per-GB models.
  • You are starting from scratch and do not have existing integrations to migrate.
  • You want a no-card, never-expiring 1,000-credit trial across every tool.

Pick a competitor when

  • You need enterprise-scale residential proxy coverage only Bright Data can offer.
  • You need a deeply specialised scraper and Apify has a community actor that solves it.
  • You only need raw HTML fetching at very high volume and ScrapingBee is the cheapest per page.
  • You are already deeply integrated with Firecrawl's REST API and SDKs.
  • You need pre-built datasets rather than scraping them yourself.

08Migration

Migration example

Regardless of which tool you are coming from, CrawlForge calls follow the same shape — POST to a tool endpoint with a bearer token. (Check each vendor's docs for their specific SDK.)

Before — competitor
// Before: any vendor REST/SDK call// e.g. Firecrawl.scrapeUrl / Apify actor run / ScrapingBee GET /api/v1// Each vendor has its own client shape.
After — CrawlForge
// After: CrawlForge (uniform across tools)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 data = await res.json();

09Questions

Frequently Asked Questions

01Which of these web scraping APIs is the cheapest?

It depends on workload. For raw-HTML volume, ScrapingBee's upper tiers give the most requests per dollar. For MCP-integrated scraping with mixed tools, CrawlForge is typically the most predictable. Bright Data's enterprise plans are custom and usually the most expensive at list price.

02Which one is best for AI agents?

CrawlForge, because it is the only MCP-native option in the comparison. Firecrawl is a strong second because it has invested in AI scraping features even though it is REST-first.

03Which one has the largest tool or actor ecosystem?

Apify, by a wide margin — thousands of community-contributed actors. CrawlForge has 31 purpose-built tools; the others sit between 5 and 20 endpoints.

04Which one is easiest to start with?

CrawlForge and ScrapingBee both let you go from signup to first scrape in minutes. Apify requires choosing and configuring an actor first. Bright Data typically requires a sales/onboarding step.

05Can I mix these services?

Yes — it is common. For example, use CrawlForge for AI-agent workflows, ScrapingBee for bulk raw HTML, and Bright Data for the hardest anti-bot surfaces. Nothing forces you to pick one.

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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