CrawlForge vs Browse AI
Developer-first MCP-native scraping with 20 tools versus Browse AI's no-code browser robot recording for business users.
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Overview
CrawlForge and Browse AI target different user bases. Browse AI is a no-code platform where business users record browser actions to build "robots" that scrape specific data from specific sites. CrawlForge is a developer-first MCP-native API with 20 tools for programmatic web scraping by AI agents.
Browse AI's strength is accessibility — non-developers can set up robots through a Chrome extension, schedule them, and get data in sheets or webhooks without writing code. CrawlForge's strength is developer primitives — 20 composable tools that AI agents call directly via the Model Context Protocol.
Pricing also splits along the same lines. Browse AI is priced per "robot run" and uses credits starting around $19/mo for low-volume robots (check vendor for latest plan details). CrawlForge uses flat per-tool credits — 1-10 credits per call — with a 1,000-credit free tier. For business users monitoring a handful of sites, Browse AI is often simpler. For developers building AI agents or handling varied scraping workflows, CrawlForge is the better fit.
Feature Comparison
| Feature | CrawlForge | Browse AI | Winner |
|---|---|---|---|
| User Target | Developers and AI agents | Business users (no-code) | |
| Architecture | MCP-native API, 20 tools | Browser robots via Chrome extension | |
| AI Agent Integration | Direct MCP tool calls | Webhook/API triggers for robots | |
| Setup | API key, start calling tools | Record robot in browser extension, configure, schedule | |
| No-Code Option | None — API only | Full no-code workflow | |
| Built-In Scheduling | Via external cron | Built-in scheduler | |
| Flexible Workflows | 20 composable tools for any scrape | Per-robot, per-site recordings | |
| Deep Research | Multi-source with conflict detection | Not available | |
| Change Tracking | track_changes tool | Built-in monitors and alerts | |
| Free Tier | 1,000 credits | Free plan available — check vendor for latest |
Pricing Comparison
| Tier | CrawlForge | Browse AI |
|---|---|---|
| Free | 1,000 credits (one-time) | Free plan — check vendor for latest |
| Starter | $19/mo — 5,000 credits | Paid plans from ~$19/mo — check vendor for latest |
| Professional | $99/mo — 50,000 credits | check vendor for latest |
| Business / Premium | $399/mo — 250,000 credits | Premium from $500/mo annually — check vendor for latest |
Why Choose CrawlForge
- MCP-native for AI agent integration (Claude, Cursor, Windsurf)
- Flexible — one API handles any site, any workflow
- 20 composable tools including deep_research and structured extraction
- Flat per-tool credit pricing — no per-robot-run math
- Developer-friendly — bring your own code, cron, orchestration
- Larger free credit allowance for prototyping
Where Browse AI Shines
- +No-code workflow — record a robot in the browser, no coding needed
- +Built-in scheduling and monitoring for non-developers
- +Pre-built robots for common tasks (prices, reviews, listings)
- +Native integrations with Google Sheets, Zapier, Make, Slack
- +Friendlier for business users managing specific competitor tracking
- +Built-in data storage and CSV/sheet export
The Verdict
Pick CrawlForge if you are a developer or building AI agents. The MCP-native architecture, 20 tools, and flat credit pricing are purpose-built for programmatic workflows where one API handles varied scraping needs.
Pick Browse AI if you are a non-developer or a business user tracking specific sites (competitor pricing, job boards, marketplace listings). The no-code robot recording, built-in scheduling, and direct Google Sheets integration make it far easier to set up without writing code.
Which one should you pick?
- You are a developer and comfortable working with APIs.
- You are building AI agents via MCP and want native tool access.
- Your scraping is varied — many different sites and use cases in one app.
- You need programmatic primitives like deep_research and structured extraction.
- You want to integrate scraping into your own backend rather than manage robots in another app.
- You are not a developer and want a no-code workflow.
- You are tracking specific competitor sites (prices, listings, reviews) and want a robot per site.
- You want built-in scheduling, dashboards, and Google Sheets export without writing glue code.
- Your team uses Zapier/Make/Slack and wants native integrations out of the box.
- You want to use a pre-built robot from Browse AI's marketplace.
Migration example
Browse AI robots run via webhooks/API triggers. Replace the robot trigger with a direct CrawlForge tool call. (Check Browse AI docs for latest API.)
Before — Browse AI
typescript// Before: Browse AI robot trigger
const res = await fetch('https://api.browse.ai/v2/robots/{robotId}/tasks', {
method: 'POST',
headers: { Authorization: `Bearer ${process.env.BROWSE_AI_KEY}`, 'Content-Type': 'application/json' },
body: JSON.stringify({ inputParameters: { originUrl: 'https://example.com' } }),
});After — CrawlForge
typescript// After: CrawlForge
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' } }),
});Frequently Asked Questions
Is CrawlForge a no-code tool like Browse AI?
No. CrawlForge is a developer API — you call 20 tools programmatically. Browse AI is no-code and lets non-developers record robots in a browser extension. They target different audiences.
Can CrawlForge replace my Browse AI robots?
If you are comfortable writing code, yes. scrape_with_actions lets you define click/type/wait sequences explicitly, and track_changes tracks changes on scraped content. But you will write code where Browse AI lets you record in the browser — it is a workflow trade-off.
Does CrawlForge integrate with Google Sheets or Zapier like Browse AI?
Not natively. You would call CrawlForge from your own backend and write results to Sheets/Zapier yourself. Browse AI has first-class integrations with those services for non-developers.
Which has better pricing?
It depends. For tracking a small number of sites, Browse AI's per-robot model can be cheaper because you are paying for specific robots. For varied high-volume scraping, CrawlForge's flat credit model scales more predictably. Check current Browse AI plan details for accurate comparison.
Can I use both together?
Yes. Teams often use Browse AI for business-user-managed monitoring (competitor pricing, job boards) and CrawlForge inside their application backend for programmatic AI-agent scraping.
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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