CrawlForge vs Octoparse
Developer-first MCP-native APIs with 20 composable tools versus no-code point-and-click desktop scraping.
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Overview
CrawlForge and Octoparse solve web scraping for different audiences. Octoparse is a no-code desktop and cloud scraper aimed at non-developers — you install the app, point and click to select data on a page, and Octoparse records a task you can run on a schedule. It is well known for its visual workflow, pre-built templates, and business-user-friendly interface.
CrawlForge is the opposite: an API-first MCP-native platform with 20 composable tools for developers. No desktop app, no point-and-click recorder. You call tools (fetch_url, extract_content, scrape_structured, crawl_deep, deep_research, and more) directly from code, or expose them to AI agents on Claude, Cursor, and Windsurf through the Model Context Protocol.
Both approaches can extract the same underlying data. The choice is about who is doing the work: a non-developer clicking through a UI, or a developer (or AI agent) calling an API. This page lays out when each approach fits.
Feature Comparison
| Feature | CrawlForge | Octoparse | Winner |
|---|---|---|---|
| Target User | Developers and AI agent builders | Non-developers, business users, analysts | |
| Interface | API-first, 20 MCP-native tools | Desktop app + cloud, point-and-click recorder | |
| AI Agent Integration | MCP-native, direct tool calls | API access on higher tiers only | |
| No-Code Recording | None | Full no-code task recording | |
| Template Library | Not applicable (general API) | Pre-built templates for common sites | |
| Workflow Flexibility | 20 composable tools, any site, any logic | Task-based, tied to recorded flows | |
| Deep Research | Multi-source with conflict detection | Not available | |
| Cloud Execution | Always cloud (SaaS API) | Cloud or local desktop extraction | |
| Pricing Model | Flat credits per tool call | Tiered subscription + add-ons (proxies, CAPTCHA) | |
| Anti-Bot | Built-in stealth_mode | Residential proxies ($3/GB) + CAPTCHA add-ons ($1-1.5/1K) |
Pricing Comparison
| Tier | CrawlForge | Octoparse |
|---|---|---|
| Free | 1,000 credits (one-time) | Free plan (limited tasks, local extraction) |
| Starter | $19/mo — 5,000 credits | Standard tier — check vendor for latest |
| Professional | $99/mo — 50,000 credits | Professional tier — check vendor for latest |
| Business / Enterprise | $399/mo — 250,000 credits | Enterprise — custom; Crawler Setup from $399, Data Service from $599 |
Why Choose CrawlForge
- Real API — call 20 tools from any language or AI agent
- MCP-native for direct Claude, Cursor, and Windsurf integration
- Flat credit pricing — no separate proxy and CAPTCHA add-ons
- Composable tools: fetch, extract, research, crawl, monitor
- Built-in deep_research with multi-source conflict detection
- No desktop app to install — runs entirely in the cloud from your code
Where Octoparse Shines
- +True no-code workflow — non-developers can build scrapers point-and-click
- +Library of pre-built templates for popular sites
- +Desktop app with local extraction option (data stays on your machine)
- +Built-in task scheduler, dashboards, and run history UI
- +Pay-per-result templates for complex or highly protected sites
The Verdict
Pick CrawlForge if you are a developer or building an AI agent. 20 MCP-native tools, flat credits, and a real API are a better fit than a point-and-click recorder for programmatic work, and the MCP integration is a direct unlock for Claude and Cursor workflows.
Pick Octoparse if you (or the people on your team doing the scraping) are not developers. The no-code recorder, template library, and built-in scheduler are exactly right for business users tracking a known set of sites. The two products live on opposite ends of the dev / non-dev spectrum, and both are good at their end.
Which one should you pick?
- You are a developer who wants a real API rather than a desktop recorder.
- You are building AI agents via MCP and want native tool discovery on Claude or Cursor.
- Your scraping is programmatic and varied — many sites, different logic per call.
- You want flat per-call credit pricing without separate proxy and CAPTCHA add-ons.
- You need built-in deep_research or multi-source analysis that Octoparse does not ship.
- You (or the person doing the scraping) are a non-developer who prefers a no-code UI.
- You track a known set of sites on a schedule and a task-based model fits.
- You want to use a pre-built Octoparse template for a popular site rather than write code.
- You need local extraction where data stays on the desktop machine.
- You want a managed "Data Service" where Octoparse's team builds and runs the scraper for you.
Migration example
Rewrite an Octoparse point-and-click task as a CrawlForge scrape_structured call with CSS selectors. For multi-step flows, use scrape_with_actions. (Check Octoparse docs for latest API on higher tiers.)
Before — Octoparse
typescript// Before: Octoparse (via their Advanced API — higher tiers only)
const res = await fetch('https://openapi.octoparse.com/task/getDataOfTaskByOffset', {
method: 'POST',
headers: { Authorization: `token ${process.env.OCTOPARSE_TOKEN}`, 'Content-Type': 'application/json' },
body: JSON.stringify({ taskId: 'your-task-id', offset: 0, size: 100 }),
});
const { data } = await res.json();After — CrawlForge
typescript// After: CrawlForge (no task recording needed)
const res = await fetch('https://www.crawlforge.dev/api/v1/tools/scrape_structured', {
method: 'POST',
headers: { Authorization: `Bearer ${process.env.CRAWLFORGE_API_KEY}`, 'Content-Type': 'application/json' },
body: JSON.stringify({ url: 'https://example.com', selectors: { title: 'h1', price: '.price' } }),
});
const data = await res.json();Frequently Asked Questions
Is CrawlForge a drop-in replacement for Octoparse?
Not quite — they are different paradigms. Octoparse records point-and-click tasks in a desktop app. CrawlForge is a programmatic API. For the same underlying data, you rewrite an Octoparse task as CrawlForge tool calls (scrape_structured with CSS selectors, scrape_with_actions for multi-step flows, or extract_content for clean text). Once rewritten, you gain programmatic flexibility and AI-agent integration.
Does CrawlForge have a template library like Octoparse?
No. CrawlForge is general-purpose: you pass URLs and selectors (or let the tool extract automatically). Octoparse's template library is genuinely useful for non-developers who want to scrape a popular site without understanding the page structure — that is Octoparse's strength.
Which is better for AI agents?
CrawlForge. It is MCP-native, so Claude, Cursor, and Windsurf agents can discover and call tools directly through the protocol. Octoparse is API-accessible on higher tiers but not designed for MCP agent integration.
How does pricing compare?
Octoparse's subscription covers the app, but you typically pay extra for residential proxies ($3/GB), CAPTCHA solving ($1-1.5/thousand), and pay-per-result templates. CrawlForge bundles anti-bot (stealth_mode) and all 20 tools into a single flat credit cost per call. For developer workloads, CrawlForge is generally simpler and cheaper to predict; for non-developer workloads, Octoparse's subscription value is in the UI, not raw call cost.
Can CrawlForge handle multi-step logged-in scraping like Octoparse?
Yes. scrape_with_actions handles click, type, wait, and scroll sequences, which covers the same multi-step flows you would record in Octoparse (login, pagination, form submission). The difference is you write code instead of clicking through a recorder.
Can I use both?
Yes. Teams often use Octoparse for business-user-managed tracking of a small set of sites, and CrawlForge inside their application backend for programmatic scraping and AI-agent workflows.
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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