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CrawlForge MCP

Alternatives

CrawlForge replaces complex actor configurations with 31 MCP-native tools and simple per-tool credit pricing. Get started in minutes.

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01Context

Overview

If Apify's actor ecosystem feels overwhelming, CrawlForge offers a simpler path to web scraping. Instead of browsing a marketplace of thousands of actors, configuring inputs, and managing compute units, CrawlForge gives you 31 focused tools with predictable per-use credit costs.

CrawlForge is built on the Model Context Protocol, which means AI agents discover and call tools directly. No need to find the right actor, configure it, and wrap it in an API. Your agents see all 31 tools and their capabilities through the MCP interface.

The pricing model is also simpler. Instead of calculating compute units based on CPU time, memory, and data transfer, CrawlForge charges 1-10 credits per tool call. You always know what a scraping operation will cost before you run it.

02Scoreboard

Feature Comparison

05

CrawlForge wins

00

Tie

03

Competitor wins

  1. Setup ComplexityCrawlForge wins
    CrawlForge
    API key, start calling tools
    Apify
    Find actor, configure, manage runs
  2. AI Agent IntegrationCrawlForge wins
    CrawlForge
    MCP-native, direct tool calls
    Apify
    REST/SDK; MCP server exposes marketplace actors
  3. Pricing ModelCrawlForge wins
    CrawlForge
    Per-tool credits (1-10 per call)
    Apify
    Compute units (CPU/memory/time)
  4. Tool DiscoveryCrawlForge wins
    CrawlForge
    Automatic via MCP protocol
    Apify
    Manual actor marketplace search
  5. Use Case BreadthCompetitor wins
    CrawlForge
    31 general-purpose tools
    Apify
    60,000+ specialized actors
  6. Deep ResearchCrawlForge wins
    CrawlForge
    Built-in multi-source research
    Apify
    Not built-in
  7. SchedulingCompetitor wins
    CrawlForge
    Via external cron/agents
    Apify
    Built-in scheduler
  8. Data StorageCompetitor wins
    CrawlForge
    Via external storage
    Apify
    Built-in dataset storage

03The numbers

Pricing Comparison

Free

CrawlForge1,000 credits

Apify$5/mo in platform usage

Starter

CrawlForge$19/mo — 5,000 credits

Apify$29/mo + pay-as-you-go usage

Professional

CrawlForge$99/mo — 100,000 credits

ApifyScale: $199/mo + pay-as-you-go usage

Business

CrawlForge$399/mo — 500,000 credits

ApifyCustom pricing

04Trade-offs

Why Choose CrawlForge

  • Simple per-tool credit pricing with no compute unit math
  • MCP-native for automatic AI agent tool discovery
  • Start scraping in minutes, not hours
  • Consistent 31-tool API -- no actor hunting
  • Built-in deep_research for multi-source analysis
  • Lower all-in entry price ($19 flat vs $29 plus pay-as-you-go usage)

Where Apify Shines

  • 60,000+ pre-built actors for niche use cases
  • Built-in scheduling and workflow orchestration
  • Built-in dataset storage and export
  • Self-hosting option available
  • Larger community of developers

05Verdict

The Verdict

CrawlForge is the best Apify alternative for developers who want simplicity. If you are tired of searching through actors, calculating compute costs, and managing complex configurations, CrawlForge's 31 focused tools with per-use pricing is refreshing.

Apify remains a strong choice for teams that need highly specialized scrapers for niche platforms, built-in scheduling, or a self-hosted deployment. The actor marketplace is unmatched in breadth.

06Decision

Which one should you pick?

Pick CrawlForge when

  • You want one consistent API rather than navigating a marketplace of thousands of actors.
  • You want to predict per-call cost without modelling compute units.
  • You are building AI agents via MCP and want tool discovery to happen through the protocol.
  • You want to start scraping immediately after signing up.
  • You value built-in deep_research and a larger default free tier.

Pick Apify when

  • You need a very specialised pre-built actor (social media, marketplaces, ecommerce scrapers).
  • You need built-in scheduling, dataset storage, and workflow orchestration inside the platform.
  • You have self-hosting or data residency needs Apify's Enterprise plan covers.
  • You are a Python-heavy team already comfortable with Crawlee.

07Migration

Migration example

Move a simple Apify run to a CrawlForge tool call. (Check Apify docs for current SDK options.)

Before — Apify
// Before: Apifyimport { ApifyClient } from 'apify-client';const client = new ApifyClient({ token: process.env.APIFY_TOKEN });const run = await client.actor('apify/website-content-crawler').call({  startUrls: [{ url: 'https://example.com' }],});
After — CrawlForge
// After: CrawlForgeconst res = await fetch('https://www.crawlforge.dev/api/v1/tools/crawl_deep', {  method: 'POST',  headers: { Authorization: `Bearer ${process.env.CRAWLFORGE_API_KEY}`, 'Content-Type': 'application/json' },  body: JSON.stringify({ url: 'https://example.com', maxDepth: 2 }),});const run = await res.json();

08Questions

Frequently Asked Questions

01Does CrawlForge replace Apify actors?

For general scraping workflows, yes — the 31 tools cover fetching, extraction, crawling, structured data, search, research, and more. For deeply specialised actors (for example, a prebuilt LinkedIn or Instagram scraper), you would either build that logic on CrawlForge primitives or stay on Apify for that specific flow.

02How does compute-unit billing compare to credits?

Apify charges for compute based on CPU time, memory, and duration, plus platform fees on paid plans. CrawlForge charges a fixed number of credits per tool call, which is easier to forecast and cap.

03Does CrawlForge have built-in scheduling?

No. Pair CrawlForge with your existing scheduler — Vercel cron, GitHub Actions, or any cron runner. Apify includes scheduling in the platform itself.

04Can I bring my Crawlee code to CrawlForge?

CrawlForge is not Crawlee-compatible — it is API-first, not a framework. For most scraping tasks you simply call CrawlForge tools instead of orchestrating Crawlee crawlers.

05Does CrawlForge offer self-hosting?

No. CrawlForge is a managed SaaS. Apify offers self-hosted deployments on its Enterprise plan if you need that.

09Resources

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.

Start forging

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Try CrawlForge Free — 1,000 Credits