# ApifyForge — Full Site Content ## What is ApifyForge? ApifyForge is a free platform for discovering, comparing, and managing 300+ Apify web scraping actors and 93 MCP intelligence servers. It serves developers who build and manage Apify actors, businesses looking for data extraction tools, and AI agent developers who need MCP servers for compliance, OSINT, and financial intelligence. The platform indexes 306 Apify actors across categories including lead generation, SEO tools, compliance screening, ecommerce intelligence, cybersecurity, financial intelligence, and social media. Each actor page shows pricing details, use cases, documentation, and MCP connection config. ApifyForge provides 14 free developer tools for Apify actor development. Tools include a Cost Calculator (estimates PPE costs before you run), Schema Validator, Test Runner, MCP Debugger, and LLM Optimizer. All tools run on your Apify account using standard pay-per-event pricing. ## Top Actors by Revenue ### Website Contact Scraper Extract emails, phone numbers, team member names, job titles, and social media links from business websites. Crawls contact, about, and team pages automatically. Batch process hundreds of URLs. $0.15 per website scanned. https://apifyforge.com/actors/lead-generation/website-contact-scraper ### Email Pattern Finder Discover the email format used by any company. Enter a domain like stripe.com and detect patterns like first.last@stripe.com. Returns the pattern with confidence score for use in outreach campaigns. $0.10 per domain. https://apifyforge.com/actors/seo-tools/email-pattern-finder ### Podcast Directory Scraper Search the iTunes podcast directory and extract show details including host emails, RSS feeds, episode counts, and ratings. Parses RSS feeds for direct contact information. Built for podcast outreach and PR campaigns. $0.05 per podcast. https://apifyforge.com/actors/lead-generation/podcast-directory-scraper ### Personal Data Exposure Report Scan 20+ data broker and people-search sites for your name, email, and phone number. Get a personalized removal guide with direct opt-out links and step-by-step instructions for each site. A $1 alternative to Incogni ($7.49/mo) and DeleteMe ($10.75/mo). https://apifyforge.com/actors/lead-generation/personal-data-exposure-report ## MCP Intelligence Servers ApifyForge hosts 93 MCP (Model Context Protocol) servers that connect AI agents to real-world data sources. Each server orchestrates 7-18 public APIs in parallel — sanctions lists, corporate registries, patent databases, SEC filings, environmental records — and returns scored risk assessments. ### How to connect an MCP server Add to your Claude Desktop, Cursor, or Windsurf config: ```json { "mcpServers": { "server-name": { "url": "https://ryanclinton--server-name.apify.actor/mcp" } } } ``` ### Featured MCP Servers **Counterparty Due Diligence** — KYB screening across 18 data sources (OFAC, OpenSanctions, Interpol, SEC EDGAR, Companies House, GLEIF, CFPB). FATF-aligned jurisdiction scoring, shell company detection, beneficial ownership traversal. $0.05-$0.25 per query. https://apifyforge.com/actors/mcp-servers/counterparty-due-diligence-mcp **Financial Crime Screening** — AML/KYC screening. Queries OFAC SDN, OpenSanctions, Interpol, FBI, FARA, FEC, CFPB, SEC EDGAR, OpenCorporates, and GLEIF in parallel. Returns risk tier classification (LOW/MEDIUM/HIGH/PROHIBITED). $0.08-$0.30 per query. https://apifyforge.com/actors/mcp-servers/financial-crime-screening-mcp **ESG Supply Chain Risk** — Environmental and labor compliance. Screens companies across EPA ECHO, OSHA, DOL, ILAB forced labor data, OFAC sanctions, and trade data. Returns ESG risk scores. $0.10-$0.35 per query. https://apifyforge.com/actors/mcp-servers/esg-supply-chain-risk-mcp **Entity Attack Surface** — Cybersecurity reconnaissance. Maps attack surfaces using DNS records, SSL certificates, WHOIS data, NVD CVE vulnerabilities, CISA KEV exploits, Censys host data, and website tech stack detection. $0.08-$0.30 per query. https://apifyforge.com/actors/mcp-servers/entity-attack-surface-mcp **M&A Target Intelligence** — Acquisition target analysis. Analyzes SEC filings, patent portfolios, trademark registrations, insider trading patterns, competitive positioning, and customer sentiment. $0.05-$0.50 per query. https://apifyforge.com/actors/mcp-servers/m-and-a-target-intelligence-mcp **Litigation Intelligence** — Legal risk analysis. Queries SEC enforcement actions, CFPB consumer complaints, OSHA violations, EPA enforcement, FDA recalls, and patent disputes. $0.05-$0.35 per query. https://apifyforge.com/actors/mcp-servers/litigation-intelligence-mcp **Pharma Pipeline Intelligence** — Drug pipeline assessment. Queries ClinicalTrials.gov, FDA drug approvals, PubMed publications, USPTO patents, EPO patents, and EMA medicine data. $0.05-$0.35 per query. https://apifyforge.com/actors/mcp-servers/pharma-pipeline-intelligence-mcp ## Pricing ApifyForge itself is completely free. Actors and MCP servers run on your own Apify account using pay-per-event pricing. Most actors cost $0.05-$0.50 per result. Apify offers a free tier with $5 of monthly credits. ### Pricing FAQ **How much does web scraping cost on Apify?** Most actors use pay-per-event pricing. Website Contact Scraper costs $0.15 per site ($15 for 100 sites). Email Pattern Finder costs $0.10 per domain. You only pay for results delivered. **Is ApifyForge free?** Yes. The platform, comparisons, tools, and actor directory are completely free. You only pay Apify directly when you run actors on your own account. **How does MCP server pricing work?** Each MCP tool call charges a pay-per-event fee. Prices range from $0.05 to $0.50 depending on the server and tool. The fee covers all the sub-actor orchestration — you don't pay separately for each data source queried. ## Actor Categories - **Lead Generation**: Email scrapers, contact finders, lead qualifiers, podcast outreach, CRM integrations. Top tools: Website Contact Scraper, Email Pattern Finder, Waterfall Contact Enrichment, B2B Lead Qualifier. - **SEO Tools**: SERP trackers, accessibility auditors, tech stack detectors, content converters. - **Compliance & Screening**: Sanctions screening (OFAC, OpenSanctions), AML/KYC, beneficial ownership, export control, PEP checks. - **Cybersecurity**: Attack surface reports, vulnerability scanners, SSL monitoring. - **Financial Intelligence**: SEC filing analysis, insider trading, stock intelligence, economic data. - **Ecommerce**: Price monitors, Shopify intelligence, product data extraction. - **Social Media**: Review analyzers, brand monitors, Bluesky search. - **MCP Servers**: 93 Model Context Protocol servers for AI agent integration across compliance, OSINT, finance, healthcare, legal, cybersecurity, and more. ## Comparisons ApifyForge provides 20 side-by-side comparison pages covering every major category: ### Contact Scrapers Comparison | Feature | Website Contact Scraper | Apollo.io | Hunter.io | |---------|----------------------|-----------|-----------| | Price | $0.15/site | $49/mo+ | $49/mo+ | | Emails | Yes | Yes | Yes | | Phone Numbers | Yes | Limited | No | | Social Links | Yes | LinkedIn only | No | | Team Members | Yes | No | No | | Batch Processing | Yes (unlimited) | 25/day free | 25/mo free | | API Access | Yes | Yes | Yes | https://apifyforge.com/compare/contact-scrapers ### Lead Generation Comparison | Feature | B2B Lead Gen Suite | Waterfall Enrichment | Email Pattern Finder | |---------|-------------------|---------------------|---------------------| | Price | $0.25/lead | $0.20/contact | $0.10/domain | | Emails | Yes | Yes | Pattern only | | Phone Numbers | Yes | Yes | No | | Lead Scoring | Yes (0-100) | No | No | | Multi-step Pipeline | Yes | No | No | https://apifyforge.com/compare/lead-generation ### All Comparison Pages - [Contact Scrapers](https://apifyforge.com/compare/contact-scrapers) - [Lead Generation](https://apifyforge.com/compare/lead-generation) - [Review Scrapers](https://apifyforge.com/compare/review-scrapers) - [Compliance Screening](https://apifyforge.com/compare/compliance-screening) - [SEO & Content Tools](https://apifyforge.com/compare/seo-tools) - [Email Verification](https://apifyforge.com/compare/email-verification) - [Google Maps Scrapers](https://apifyforge.com/compare/google-maps-scrapers) - [Company Research](https://apifyforge.com/compare/company-research) - [Financial Intelligence](https://apifyforge.com/compare/financial-intelligence) - [Ecommerce Intelligence](https://apifyforge.com/compare/ecommerce-intelligence) - [Content Extraction](https://apifyforge.com/compare/content-extraction) - [Trademark & IP](https://apifyforge.com/compare/trademark-ip) - [Academic Research](https://apifyforge.com/compare/academic-research) - [Government Data](https://apifyforge.com/compare/government-data) - [Nonprofit & Charity](https://apifyforge.com/compare/nonprofit-charity) - [Location & Geo](https://apifyforge.com/compare/location-geo) - [Economic Data](https://apifyforge.com/compare/economic-data) - [Developer Search](https://apifyforge.com/compare/developer-search) - [Safety & Regulatory](https://apifyforge.com/compare/safety-regulatory) - [Security & Vulnerability](https://apifyforge.com/compare/vulnerability-security) https://apifyforge.com/compare ## Developer Tools 14 free tools for Apify developers: - Cost Calculator: Estimate actor running costs with PPE breakdown - Schema Validator: Validate actor output against declared schemas - Test Runner: Run multi-case test suites with assertions - Cloud Staging: Test actors in production before publishing - Schema Diff: Compare schema versions between actor builds - Regression Suite: Detect regressions between builds - MCP Debugger: Debug MCP server tool calls - LLM Optimizer: Optimize actor descriptions for AI discovery - Compliance Scanner: Assess PII risk and regulatory exposure - Input Tester: Validate actor input JSON and generate API call snippets - Proxy Analyzer: Optimize proxy types across your actor fleet - Plan Advisor: Find the cheapest Apify plan for your usage - Pipeline Builder: Design multi-actor data pipelines with code generation - Schema Registry: Search actor output schemas by field name https://apifyforge.com/tools ## How to Use ApifyForge 1. Browse actors at apifyforge.com/actors or get a recommendation at apifyforge.com/recommend 2. Compare similar actors side-by-side at apifyforge.com/compare 3. For MCP servers, browse apifyforge.com/actors/mcp-servers and copy the connection config 4. Estimate costs with the calculator at apifyforge.com/tools/cost-calculator 5. Connect your Apify account to access the developer dashboard 6. Use developer tools to test, validate, and monitor your actors ## Use Case: Lead Generation with Apify **Problem:** Manual lead research is slow and expensive. A sales rep spends 3-4 hours per day finding prospects, copying contact details from websites, and entering them into a CRM. That is $800-1,200/month in labour for data that an actor can extract in minutes. **Solution:** Apify actors automate the entire pipeline. A Google Maps scraper finds businesses matching your criteria. A website contact scraper extracts emails and phone numbers from their sites. An enrichment actor fills in missing data. The result: hundreds or thousands of qualified leads delivered as structured data, ready for your CRM. **Steps:** 1. Define your target — Choose a location, industry, and business type. For example: "coffee shops in Manchester" or "software companies in Berlin with 50+ employees". 2. Run a scraper — Use a Google Maps scraper, LinkedIn scraper, or industry directory scraper to find matching businesses. Most actors return results in 2-5 minutes. 3. Enrich the data — Feed business URLs into a contact scraper to extract emails, phone numbers, and social profiles from their websites. Fill gaps with an enrichment actor. 4. Export to your CRM — Download results as CSV, JSON, or Excel. Or use n8n/Make.com integration templates to push data directly into HubSpot, Salesforce, or Google Sheets. **Cost:** A typical run of 500 leads costs $2-5 in PPE charges, depending on the actor and enrichment depth. Compare that to $50-200 for the same data from a lead database subscription. **Relevant actors:** Website Contact Scraper, Google Maps Email Extractor, Waterfall Contact Enrichment, Email Pattern Finder. https://apifyforge.com/use-cases/lead-generation ## Use Case: Price Monitoring with Apify **Problem:** Manually checking competitor prices across dozens of products and websites is impossible to do consistently. By the time you notice a price change, your competitors have already reacted. Subscription price monitoring tools charge $200-500/month and often lack the specific sites you need. **Solution:** Apify actors scrape product pages on any schedule you set — hourly, daily, or weekly. Each run extracts current prices, availability, and product details. Over time, you build a pricing history database that reveals competitor pricing patterns, seasonal trends, and promotional strategies. **Steps:** 1. Identify products to track — List the product URLs or search queries you want to monitor. 2. Choose a scraper — Pick an actor for each target site: Amazon, Shopify stores, Google Shopping, or a general-purpose e-commerce scraper. 3. Schedule recurring runs — Set up scheduled runs in Apify to check prices daily or hourly. Monitoring 1,000 products daily is affordable at fractions of a cent per product. 4. Analyse and alert — Export pricing data to a spreadsheet or dashboard. Set up alerts via n8n or Make.com to get notified when a competitor drops prices below a threshold. **Cost:** Monitoring 500 products daily typically costs $1-3/day in PPE charges. Monthly cost: $30-90 — a fraction of dedicated price monitoring SaaS tools. https://apifyforge.com/use-cases/price-monitoring ## Use Case: SEO Data Collection with Apify **Problem:** Enterprise SEO tools cost $100-500/month and may not cover the specific data points you need. Custom SEO analysis — like extracting competitor meta tags, checking accessibility, or monitoring SERP positions — requires either expensive tools or time-consuming manual checks. **Solution:** Apify actors extract search rankings, backlinks, meta tags, technical SEO issues, and competitor content data. Build custom SEO datasets without enterprise tool subscriptions. Schedule runs to track changes over time and export structured data for analysis. **Steps:** 1. Choose your SEO data needs — SERP rankings, meta tags, accessibility audits, tech stack detection, or content extraction. 2. Find the right actor — Use the ApifyForge actor directory to find SEO-specific actors, or use the recommender for personalized suggestions. 3. Run and schedule — Execute actors with your target URLs and set up recurring schedules for ongoing monitoring. 4. Analyse results — Export structured data as JSON or CSV for analysis in spreadsheets, BI tools, or custom dashboards. https://apifyforge.com/use-cases/seo-data ## Use Case: Compliance Screening with Apify **Problem:** KYC/AML compliance requires checking multiple databases for every counterparty: sanctions lists, PEP databases, beneficial ownership registries, enforcement actions, and adverse media. Manual checks across 10+ databases take 30-60 minutes per entity and are error-prone. **Solution:** ApifyForge MCP intelligence servers automate multi-source compliance screening. A single MCP tool call queries OFAC SDN, OpenSanctions, Interpol Red Notices, SEC EDGAR, UK Companies House, GLEIF, CFPB, and more in parallel. Results include risk tier classification (LOW/MEDIUM/HIGH/PROHIBITED), matched records with confidence scores, and jurisdiction risk scoring aligned to FATF methodology. **Steps:** 1. Connect the MCP server — Add the Counterparty Due Diligence or Financial Crime Screening MCP server to your Claude Desktop, Cursor, or custom AI agent. 2. Query an entity — Provide a company name, person name, or registration number. The server queries 12-18 databases simultaneously. 3. Review the risk assessment — Get a structured report with risk tier, matched sanctions/watchlist entries, beneficial ownership chains, and recommended actions. 4. Document for compliance — Export the structured results for your compliance records. Each query is logged with timestamp and data sources checked. **Cost:** $0.05-$0.30 per entity screened, depending on the server and depth of analysis. Compare to $0.50-$2.00 per check with commercial compliance APIs. https://apifyforge.com/use-cases/compliance-screening ## Learn Guide: How to Price Your Apify Actor Pricing is the single biggest factor in whether an Apify actor earns money or sits unused in the Store. The Apify platform uses a pay-per-event (PPE) pricing model where developers set a fixed price per result event. Getting this right requires understanding your costs, your competition, and what buyers are willing to pay. **Understanding PPE pricing:** Every time your actor calls `Actor.charge({ eventName: 'result' })`, Apify charges the user the price you set for that event. Your revenue is the event price minus Apify's 20% platform fee. If you price at $0.10 per result, you earn $0.08 per result after the platform cut. **Researching competitor prices:** Before setting a price, check what similar actors charge. Use the ApifyForge comparison pages to see pricing across competing actors. The Cost Calculator tool shows what users will actually pay including compute costs, not just the PPE price. **Cost-plus pricing formula:** Calculate your actor's compute cost per event (average run duration x memory x Apify compute rate / average events per run). Add a margin of 3-5x the compute cost. This ensures you cover Apify platform costs and earn a meaningful margin. For example, if your actor costs $0.003 in compute per result, price at $0.01-$0.015 per result. **Value-based pricing:** For actors that replace expensive manual work or compete with $50-200/month SaaS tools, price based on the value delivered rather than your costs. A compliance screening actor that replaces a $2/check commercial API can charge $0.30/check and still undercut the market by 85%. **Testing your price:** Start with a lower price to build usage volume and reviews, then increase once you have traction. Use the ApifyForge Cost Calculator to model what your actor costs users at different volumes — this is what buyers evaluate when choosing between competing actors. https://apifyforge.com/learn/ppe-pricing ## Learn Guide: Getting Started with ApifyForge ApifyForge is designed for two audiences: developers who build Apify actors and want portfolio management tools, and businesses that need to discover the right actors for their use case. Here is how to get started with each path. **For businesses discovering actors:** Start at the actor directory (apifyforge.com/actors) where you can browse 306 actors organized by category: lead generation, SEO tools, compliance screening, cybersecurity, financial intelligence, ecommerce, and social media. Each actor page shows pricing, user statistics, maintenance pulse scores, documentation, and cost estimates. Use the comparison pages (apifyforge.com/compare) to evaluate similar actors side-by-side with feature matrices and pricing breakdowns. **For developers managing actors:** Connect your Apify account using OAuth or a personal API token. The dashboard shows your complete actor portfolio in a single view: runs, users, revenue, health status, and quality scores. Use the 14 developer tools to test, validate, and optimize your actors before deploying updates. **Key features for developers:** - Fleet Dashboard: See every actor at a glance with sortable columns for runs, users, revenue, and maintenance pulse. - Revenue Analytics: Track PPE earnings per actor with 7-day and 30-day trends. - Quality Scores: Get automated scores for README quality, pricing optimization, schema compliance, and reliability — with specific fix suggestions. - Cost Calculator: Model what users will pay at different volumes, including both PPE and compute costs. - Schema Validator: Validate actor output against declared schemas before publishing updates. - Test Runner: Run multi-case test suites with field assertions to catch regressions. https://apifyforge.com/learn/getting-started ## Frequently Asked Questions **What is ApifyForge?** ApifyForge is a free, independent platform for discovering, comparing, and managing Apify web scraping actors. It provides quality scores, cost estimates, side-by-side comparisons, and 14 developer tools — all at no charge. ApifyForge is not affiliated with Apify; it is built by an independent developer who manages 300+ actors on the Apify Store. **What is an Apify Actor?** An Apify Actor is a serverless cloud program that runs on the Apify platform. Actors can scrape websites, call APIs, process data, and return structured results. They run in Docker containers with automatic scaling, proxy rotation, and storage management. **What is a Model Context Protocol (MCP) server?** An MCP server exposes tools that AI agents (like Claude, Cursor, Windsurf) can call. ApifyForge's 93 MCP servers each orchestrate multiple data sources in parallel and return structured intelligence. They run on Apify's Standby mode for instant response times. **Does ApifyForge cost money?** No. ApifyForge itself is completely free to use. The actors you run use standard Apify pay-per-event pricing charged through your own Apify account. Most actors cost $0.05-$0.50 per result. Apify offers a free tier with $5 of monthly credits, so you can try actors without paying anything. **How much does it cost to use ApifyForge actors?** ApifyForge itself is free. Actors use pay-per-event (PPE) pricing on Apify. Typical costs: Website Contact Scraper $0.15/site, Email Pattern Finder $0.10/domain, MCP servers $0.05-$0.50/tool call. Apify offers a free tier with $5/month in credits. **How do I connect an MCP server to Claude Desktop?** Add this to your Claude Desktop config (Settings > MCP Servers): `{"mcpServers":{"server-name":{"url":"https://ryanclinton--server-name.apify.actor/mcp"}}}`. Replace `server-name` with the specific MCP server slug. **What data sources do the MCP servers use?** The servers query public APIs and databases including OFAC SDN (US Treasury sanctions), OpenSanctions (global watchlists), Interpol Red Notices, SEC EDGAR (US securities filings), UK Companies House, OpenCorporates, GLEIF (legal entity identifiers), CFPB (consumer complaints), USPTO (patents), ClinicalTrials.gov, and 50+ more sources. **Is web scraping legal?** Web scraping of publicly available data is generally legal, but varies by jurisdiction and website terms of service. ApifyForge actors only access publicly available data through official APIs and HTTP requests. Users are responsible for compliance with applicable laws (GDPR, CCPA, CFAA) and website terms of service. **What is the difference between ApifyForge and Apify Store?** Apify Store is the official marketplace for Apify actors. ApifyForge is an independent platform that adds comparison tools, quality scores, developer tools, and a curated directory on top of the Apify Store. ApifyForge actors run on the standard Apify platform — ApifyForge just helps you discover and evaluate them. **Can I use ApifyForge actors via API?** Yes. Every actor on ApifyForge runs on the Apify platform and can be called via the Apify REST API. Use `POST https://api.apify.com/v2/acts/{actorId}/runs?token={yourToken}` with JSON input. Results are available in the run's default dataset. **How is ApifyForge different from the Apify Store?** The Apify Store is where actors are published and run. ApifyForge adds a layer on top: quality scores, cost calculators, side-by-side comparisons, developer tools (schema validator, test runner, regression suite), and portfolio analytics. Think of ApifyForge as a dashboard and toolkit for getting more out of the Apify ecosystem. **What is pay-per-event pricing on Apify?** Pay-per-event (PPE) is Apify's pricing model where you pay a fixed amount per result — for example, $0.15 per business contact extracted. Platform compute costs are included in the price. You can set spending limits per run, and unused credits carry over. This is different from time-based pricing where you pay for compute time regardless of results. **What are the developer tools on ApifyForge?** ApifyForge provides 14 free developer tools: Cost Calculator, Schema Validator, Test Runner, Cloud Staging, Schema Diff, Regression Suite, MCP Debugger, LLM Optimizer, Compliance Scanner, Input Tester, Proxy Analyzer, Plan Advisor, Pipeline Builder, and Schema Registry. All tools run on your Apify account using standard pay-per-event pricing. **Can I compare Apify actors side by side?** Yes. ApifyForge has 20 comparison pages covering lead generation, contact scrapers, review scrapers, compliance screening, SEO tools, ecommerce intelligence, security tools, and more. Each comparison shows feature matrices, pricing, best-for recommendations, and a recommender link. Browse all comparisons at apifyforge.com/compare. **How do I choose the right Apify actor?** Start with the actor recommender at apifyforge.com/recommend — describe your use case and get personalized suggestions. You can also browse by category in the actor directory, use comparison pages to evaluate similar actors, and check quality scores and maintenance pulse data on each actor detail page. **Does ApifyForge work with AI agents and MCP?** Yes. ApifyForge tracks 93 MCP (Model Context Protocol) servers that expose Apify actors as tools for AI agents. The MCP Debugger tool lets you test MCP server tool calls. Actors can be integrated with LangChain, LlamaIndex, and other AI frameworks via the Apify integration libraries. **Can I schedule Apify actors to run automatically?** Yes. The Apify platform supports scheduled runs at any interval — hourly, daily, weekly, or custom cron expressions. You can also trigger runs via the API from Python, JavaScript, or any HTTP client. ApifyForge does not manage schedules directly, but actors run on your Apify account where scheduling is built in. **How do I export data from Apify actors?** Actor results are stored in Apify Datasets. You can download data as JSON, CSV, Excel, or XML from the Apify Console. You can also access results programmatically via the Apify API, or push data directly to Google Sheets, HubSpot, Slack, or any webhook endpoint using Apify integrations. **Can I use Apify actors with Python?** Yes. The official apify-client Python package lets you trigger actor runs, read datasets, and manage your account from Python. Install with pip install apify-client. ApifyForge's API code examples show Python, JavaScript, and cURL for every actor. ## Contact - Website: https://apifyforge.com - Email: hello@apifyforge.com - Apify Store: https://apify.com/ryanclinton