Use Cases
See how teams use CrawlForge MCP tools to extract, monitor, and research web data for AI agents, SEO, sales, and more.
AI Agent Data Pipelines
Feed your AI agents live web data with structured extraction and multi-source research. Build pipelines with 28 MCP tools, from fetch_url to deep_research.
deep_research (10 cr)extract_content (2 cr)
E-commerce Price Monitoring
Track competitor prices and product availability across hundreds of e-commerce sites. Detect undercutting the day it happens and reprice with confidence.
batch_scrape (5 cr)track_changes (3 cr)
SEO Analysis & Auditing
Audit your site and competitors for metadata, broken links, content gaps, and ranking opportunities. Returns a structured report across every crawled page.
extract_metadata (1 cr)map_site (2 cr)analyze_content (3 cr)
Competitive Intelligence
Gather competitor data discreetly using stealth browsing and structured extraction. Watch pricing, messaging, and launches without tripping bot defenses.
stealth_mode (5 cr)scrape_structured (2 cr)
Content Migration
Extract and restructure content from legacy sites for migration to modern platforms. Keeps formatting, media, and internal links intact as clean Markdown.
crawl_deep (4 cr)extract_text (1 cr)
Lead Enrichment
Enrich sales leads with company data, tech stacks, and contact information from the web. Turn a bare domain list into a qualified, sales-ready pipeline.
search_web (5 cr)extract_metadata (1 cr)
AI Training Data Collection
Collect and structure large-scale web datasets for fine-tuning and training AI models. Crawl entire sites, extract clean text, and export training-ready data.
batch_scrape (5 cr)extract_content (2 cr)
Real-Time Research Agents
Build AI agents that search the web, synthesize findings, and deliver up-to-date research. Every claim cites its source so answers stay verifiable.
deep_research (10 cr)search_web (5 cr)
RAG Knowledge Base Ingestion
Turn documentation sites into clean, chunk-ready markdown for retrieval-augmented generation. Crawl, strip the boilerplate, and summarize before you embed.
map_site (2 cr)scrape (2 cr)summarize_content (4 cr)
PDF & Document Data Extraction
Pull structured fields out of PDFs, reports, and filings without building a parser. process_document reads the file, extract_with_llm returns typed JSON.
process_document (2 cr)extract_with_llm (3 cr)
Job Listing Aggregation
Collect postings from job boards that paginate, lazy-load, or sit behind a login. Drive a real browser first, then map every board layout onto one JSON schema.
scrape_with_actions (5 cr)extract_structured (3 cr)
Keyword Rank Tracking
Check where a domain actually ranks in Google organic results, keyword by keyword, by location and device — and see which pages hold the slots around it.
serp_rank (5 cr)search_web (5 cr)
llms.txt & AI Search Visibility
Publish an llms.txt so ChatGPT, Claude, and Perplexity read and cite your site correctly. Generate both files, then verify what an AI crawler reaches.
generate_llms_txt (5 cr)map_site (2 cr)
Review & Sentiment Monitoring
Track what customers say about your product across marketplaces, forums, and social threads, with sentiment scores, topics, and a briefing that gets read.
scrape_template (1 cr)reddit_search (5 cr)analyze_content (3 cr)summarize_content (4 cr)
Geo Pricing & Localization Testing
See the prices, currency, and content a visitor in another country is actually served, without a VPN or a proxy contract of your own.
localization (2 cr)stealth_mode (5 cr)