Give your AI agent
access to real-world data
Connect AI agents to 80+ MCP servers that expose web scraping, data extraction, and compliance tools. Build agents that can research companies, check sanctions, and generate leads.
The problem
AI agents are powerful reasoners but blind to real-world data. They cannot check sanctions lists, scrape websites, or pull SEC filings on their own. Building custom tool integrations takes weeks per source.
The solution
Apify MCP servers expose 80+ data tools via the Model Context Protocol standard. Each server wraps multiple actors into a single MCP endpoint. Your AI agent connects once and gets company research, compliance screening, financial intelligence, and lead generation. Works with LangChain, LlamaIndex, Claude, and any MCP-compatible framework.
How it works
Choose MCP servers
Browse by category: compliance, financial intelligence, company research, lead generation. Each server groups 7-18 related actors.
Connect to your agent
Point your AI agent's MCP client at the server URL. Tools use Zod-validated parameters — your agent calls them like any function.
Test with MCP Debugger
Use ApifyForge's MCP Debugger to test tool calls before deploying. See raw requests, responses, and errors.
Deploy and monitor
MCP servers run in Apify Standby mode — always on, sub-second response. Monitor costs through the ApifyForge dashboard.
What does it cost?
MCP tool calls cost $0.10-0.50 per call. An AI agent making 100 calls/day costs $10-50/month. No subscriptions, no seat-based pricing.
Estimate your cost →Ready to get started?
Connect your Apify account and start running actors in under 2 minutes. Free.
Other use cases
Use Apify actors to extract business contacts from Google Maps, company websites, LinkedIn, and directories. Get emails, phone numbers, and company data in minutes instead of hours.
Price Monitoring with ApifyTrack product prices across e-commerce sites, marketplaces, and competitor websites. Get alerts when prices change, and export historical pricing data for analysis.
SEO Data Collection with ApifyExtract search rankings, backlinks, meta tags, technical SEO issues, and competitor content data using Apify actors. Build custom SEO datasets without enterprise tool subscriptions.
Competitor Research with ApifyMonitor competitor websites, product listings, pricing, reviews, and social presence using Apify actors. Get structured data instead of manual screenshots and spreadsheets.
Recruitment Data with ApifyExtract job listings, company information, and candidate data from job boards, company websites, and professional networks using Apify actors.
Managing an Apify Actor PortfolioUse ApifyForge to monitor, test, and optimise a portfolio of Apify actors. Track health, revenue, quality, and competitors from a single dashboard instead of checking the Apify Console one actor at a time.
Web Scraping Compliance with ApifyUse ApifyForge's Compliance Scanner and compliance-aware actors to assess legal risk before scraping. Covers GDPR, CCPA, CFAA, robots.txt, and Terms of Service analysis.
Data Enrichment with ApifyUse Apify actors to enrich partial business data with missing emails, phone numbers, company details, and social profiles. Turn a list of company names into a complete prospect database.
Workflow Automation with ApifyUse ApifyForge integration templates and Apify webhooks to connect actor results to CRMs, spreadsheets, Slack, and automation platforms like n8n and Make.com.
Real Estate Data Collection with ApifyExtract property listings, pricing history, agent contacts, and market trends from real estate portals using Apify actors. Build datasets for investment analysis, market reports, and lead generation.
Brand Reputation Monitoring with ApifyTrack reviews, mentions, ratings, and sentiment across Trustpilot, Google, BBB, social media, and news sites. Get alerts when your reputation changes.
Financial Market Research with ApifyPull SEC filings, insider trades, Congressional stock activity, economic indicators, and bank data from government databases. Build custom financial intelligence datasets.
Academic Research Data with ApifyExtract publications from PubMed, OpenAlex, and Semantic Scholar. Find researchers via ORCID. Track NIH grants. Build literature review datasets without manual searching.
Compliance & Due Diligence Screening with ApifyRun KYC, AML, and sanctions checks across OFAC, OpenSanctions, Interpol, and 40+ global watchlists using Apify actors. Automate compliance workflows.
Security Reconnaissance with ApifyDiscover subdomains, check DNS records, search for CVEs, and monitor certificate transparency logs using Apify actors. Build an external attack surface inventory.
Government Contract Intelligence with ApifyMonitor SAM.gov for contract opportunities, search grants.gov for funding, track Federal Register for regulatory changes, and analyse campaign finance data.
Ecommerce Intelligence for Online SellersMonitor competitor Shopify stores, track product prices across marketplaces, and detect technology trends. Build data-driven pricing and product strategies.