CrawlForge MCP

CrawlForge MCP is an MCP server providing 31 web scraping tools to turn any website into clean markdown or JSON for AI agents.

CrawlForge MCP is an MCP server with 31 specialized web scraping tools designed to turn websites into clean markdown or structured JSON for AI agents. It plugs straight into AI clients like Claude, Cursor, or LangChain with a single configuration entry. The server handles tasks ranging from simple text and link extraction to stealth browsing, deep crawling, document processing, and autonomous AI research using local Ollama models or custom schemas. It suits developers and teams building AI agent pipelines, monitoring e-commerce prices, conducting SEO audits, or gathering competitive intelligence. Users start with a free tier of 1,000 credits and can scale through hobby, professional, and business yearly plans.

CrawlForge MCP at a glance

Best for: Software engineer
Runs on: API, self-hosted
Pricing: Free plan with 1,000 credits; Hobby $190/year; Professional $990/year; Business $3,990/year
Released: October 2026
Category: AI coding tool
Website: crawlforge.dev

Key features

Extract and categorize all links from a page
Pull title, description, OG tags, and structured data
Extract clean plain text from web pages
Fetch raw HTML or rendered content from any URL
Process PDFs, DOCs, and other document formats
Search the live web and get ranked results as JSON
Render behind anti-bot walls in a real browser
Process hundreds of URLs in parallel

Use it for

Feed live web data into AI agent pipelines
Track competitor prices and product availability
Audit sites and competitors for SEO and metadata
Gather competitor intelligence with stealth browsing

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