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CrawlForge MCP

The use-case index

See how teams use CrawlForge MCP tools to extract, monitor, and research web data for AI agents, SEO, sales, and more.

15use cases

24tools in play

  1. 01AI Agent Data PipelinesFeed your AI agents live web data with structured extraction and multi-source research. Build pipelines with 31 MCP tools, from fetch_url to deep_research.deep_research 10 creditsextract_content 2 credits
  2. 02E-commerce Price MonitoringTrack competitor prices and product availability across hundreds of e-commerce sites. Detect undercutting the day it happens and reprice with confidence.batch_scrape 5 creditstrack_changes 3 credits
  3. 03SEO Analysis & AuditingAudit your site and competitors for metadata, broken links, content gaps, and ranking opportunities. Returns a structured report across every crawled page.extract_metadata 1 creditmap_site 2 creditsanalyze_content 3 credits
  4. 04Competitive IntelligenceGather competitor data discreetly using stealth browsing and structured extraction. Watch pricing, messaging, and launches without tripping bot defenses.stealth_mode 5 creditsscrape_structured 2 credits
  5. 05Content MigrationExtract and restructure content from legacy sites for migration to modern platforms. Keeps formatting, media, and internal links intact as clean Markdown.crawl_deep 4 creditsextract_text 1 credit
  6. 06Lead EnrichmentEnrich 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 creditsextract_metadata 1 credit
  7. 07AI Training Data CollectionCollect 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 creditsextract_content 2 credits
  8. 08Real-Time Research AgentsBuild 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 creditssearch_web 5 credits
  9. 09RAG Knowledge Base IngestionTurn documentation sites into clean, chunk-ready markdown for retrieval-augmented generation. Crawl, strip the boilerplate, and summarize before you embed.map_site 2 creditsscrape 2 creditssummarize_content 4 credits
  10. 10PDF & Document Data ExtractionPull 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 creditsextract_with_llm 3 credits
  11. 11Job Listing AggregationCollect 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 creditsextract_structured 3 creditsbrowser_session 3 credits
  12. 12Keyword Rank TrackingCheck 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 creditssearch_web 5 credits
  13. 13llms.txt & AI Search VisibilityPublish 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 creditsmap_site 2 credits
  14. 14Review & Sentiment MonitoringTrack 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 creditreddit_search 5 creditsanalyze_content 3 creditssummarize_content 4 credits
  15. 15Geo Pricing & Localization TestingSee the prices, currency, and content a site serves when a page is requested with the language, locale, and timezone of another country.localization 2 creditsstealth_mode 5 credits