CrawlForge

What it is

CrawlForge is a Model Context Protocol (MCP) server that bundles 31 scraping tools for AI agents. It connects natively to MCP clients like Claude and Cursor, which lets models discover and trigger extraction tasks without custom integration code. Paid tiers start at $19 per month, backed by a 1,000-credit free tier.

Best for

The source positions CrawlForge for AI engineers building inside Claude or Cursor who want an LLM to scrape the web autonomously. It suits teams that need structured data extraction and automated analysis combined into a single platform instead of chaining separate extraction APIs together.

Key strengths

• Native MCP architecture allows tools like Cursor and Claude Code to invoke scraping functions directly with zero custom code.
• The 31-tool suite includes a deep research tool that runs multi-source analysis with conflict detection for 10 credits per run.
• Anti-bot defense includes a stealth mode with browser fingerprint rotation and support for bring-your-own proxies.
• Pricing is credit-based, giving you 1,000 free credits to test agent workflows before upgrading to the $19 monthly starter plan.

Watch-outs

• There is no visual workflow builder, so non-technical users cannot build point-and-click extraction jobs.
• CrawlForge lacks an extensive directory of pre-made site extractors, trailing platforms like Apify that offer tens of thousands of ready-to-run scrapers.
• Task scheduling is not built into the platform, meaning you must wire up external tools like n8n or standard cron jobs to run recurring scrapes.