ErnestaLabs

Web Intelligence MCP Server

Community ErnestaLabs
Updated

Web Intelligence MCP Server

Real-time web intelligence for AI agents. Monetized on Apify.

Apify ActorMCP

What This Does

A production-ready MCP server that gives AI agents real-time web capabilities:

Tool What It Does Price
search_web Live Google/Bing search results $0.02/call
scrape_page Clean markdown from any URL $0.05/call
find_leads Google Maps business data $0.10/call
get_company_info Tech stack, employees, contacts $0.15/call

Why Agents Need This:

  • Claude/GPT have knowledge cutoffs
  • Agents need current prices, news, company info
  • Every serious agent workflow needs real-time data

Quick Start

For AI Agents (Claude, Cursor, etc.)

Add to your MCP config:

{
  "mcpServers": {
    "web-intelligence": {
      "url": "https://your-username--web-intelligence-mcp.apify.actor/sse"
    }
  }
}

For Developers (Publish Your Own)

# 1. Clone and setup
git clone <your-repo>
cd web-intelligence-mcp
npm install

# 2. Configure API keys
cp .env.example .env
# Edit .env with your keys

# 3. Test locally
npm run build
apify run

# 4. Deploy to Apify
apify login
apify push

API Keys Required

Service Purpose Get Key At
SerpAPI Web search serpapi.com
Jina AI Web scraping jina.ai/reader
Google Places Lead generation Google Cloud
Clearbit Company data clearbit.com

Free tiers available for all!

Tool Examples

search_web

{
  "query": "AI agent startups funding 2024",
  "num_results": 10
}

scrape_page

{
  "url": "https://example.com/article"
}

find_leads

{
  "keyword": "software companies",
  "location": "San Francisco, CA",
  "max_results": 20
}

get_company_info

{
  "domain": "stripe.com"
}

Monetization

This Actor uses Apify Pay-Per-Event:

Event Price When Charged
search-web $0.02 Every search_web call
scrape-page $0.05 Every scrape_page call
find-leads $0.10 Every find_leads call
company-info $0.15 Every get_company_info call

Your earnings: 80% of revenue (Apify takes 20% commission)

Deployment

Option 1: Apify Console (Easiest)

  1. Go to Apify Console
  2. Create new Actor from GitHub repo
  3. Set environment variables
  4. Enable "Standby mode" in settings
  5. Set pricing in "Monetization" tab

Option 2: CLI

# Install Apify CLI
npm install -g apify-cli

# Login
apify login

# Push to Apify
apify push

# Set secrets
apify secrets:set SERPAPI_KEY your_key_here
apify secrets:set JINA_AI_KEY your_key_here
# ... etc

Standby Mode

Standby mode gives you a persistent URL that MCP clients can connect to:

https://your-username--web-intelligence-mcp.apify.actor/sse

This URL stays active even when the Actor isn't running. Apify automatically starts it when a request comes in.

Configuration

Environment Variables

Create .env file:

# Required
SERPAPI_KEY=your_serpapi_key
JINA_AI_KEY=your_jina_key
GOOGLE_PLACES_API_KEY=your_google_key
CLEARBIT_API_KEY=your_clearbit_key

# Optional
APIFY_LOG_LEVEL=INFO

Pricing Configuration

Edit .actor/pay_per_event.json to adjust prices:

[
  {
    "search-web": {
      "eventTitle": "Web Search",
      "eventDescription": "Live Google/Bing search results",
      "eventPriceUsd": 0.02
    }
  }
]

Architecture

┌─────────────────────────────────────────────────────────┐
│                    Apify Platform                        │
│  ┌─────────────────────────────────────────────────┐   │
│  │         Web Intelligence MCP Server              │   │
│  │  ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌────────┐ │   │
│  │  │ Search  │ │ Scrape  │ │  Leads  │ │Company │ │   │
│  │  │  $0.02  │ │  $0.05  │ │  $0.10  │ │ $0.15  │ │   │
│  │  └────┬────┘ └────┬────┘ └────┬────┘ └───┬────┘ │   │
│  │       └─────────────┴───────────┴────────┘      │   │
│  │                      │                          │   │
│  │              Actor.charge()                     │   │
│  │                      │                          │   │
│  │              MCP Server (SSE)                   │   │
│  └──────────────────────┼──────────────────────────┘   │
│                         │                               │
│              https://...apify.actor/sse                 │
└─────────────────────────────────────────────────────────┘

Local Development

# Install dependencies
npm install

# Build
npm run build

# Run with stdio (for testing)
MCP_TRANSPORT=stdio npm start

# Run with SSE (for local HTTP)
npm start
# Server runs on http://localhost:3000/sse

Testing

Test with the MCP inspector:

npx @modelcontextprotocol/inspector node dist/main.js

Why This Wins

  1. Supply: Near-zero MCP servers on Apify right now
  2. Demand: Every AI framework adopting MCP (Claude, GPT, Cursor)
  3. Agentic Payments: Apify handles billing, agents pay autonomously
  4. Moat: First quality servers get whitelisted in agent configs
  5. Recurring: Agents run 24/7, every query = billable event

Revenue Potential

Daily Calls Monthly Revenue Your Cut (80%)
100 $500 $400
1,000 $5,000 $4,000
10,000 $50,000 $40,000

Costs: API keys have free tiers, then ~$0.01-0.05 per call

Support

License

MIT - Build your own, publish, profit.

The USB-C moment for AI agents. Deploy today.

MCP Server · Populars

MCP Server · New

    Prismer-AI

    Signet

    Cryptographic action receipts for AI agents — sign, audit, verify.

    Community Prismer-AI
    ctxray

    ctxray

    See how you really use AI — X-ray your AI coding sessions locally

    Community ctxray
    vkhanhqui

    figma-mcp-go

    Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code

    Community vkhanhqui
    cerul-ai

    Cerul

    The video search layer for AI agents. Search video by meaning — across speech, visuals, and on-screen text.

    Community cerul-ai
    GuyMannDude

    ⚡ Mnemo Cortex v2.2

    Open-source memory coprocessor for AI agents. Persistent recall, semantic search, crash-safe capture. No hooks required.

    Community GuyMannDude