⭐ Review Intel MCP — AI Review Analysis

MCP server for AI assistants to aggregate and analyze product reviews from G2, Trustpilot, Yelp, and more. Extract sentiment, themes, and competitive intelligence. Works with Claude and MCP clients.

🔑 Features

• Runs in the Apify cloud — no local setup, no maintenance
• Structured JSON output ready for analytics, CRMs, or databases
• Batch-friendly — process many inputs in one run
• Integrates with Zapier, Make.com, n8n, Google Sheets, Slack, and direct API calls
• Pay-per-use pricing — no subscription, no monthly minimum

💼 Common Use Cases

• Market research and competitive intelligence
• Data enrichment and lead generation
• Content monitoring and automated alerts
• Pipeline and integration workflows
• Dashboards and reporting

Review Intelligence MCP Server

MCP server for business reviews: Trustpilot, G2, Yelp reviews and ratings for competitive analysis.

Connect via MCP: https://nexgendata--review-intelligence-mcp-server.apify.actor/mcp

💻 Code Example — Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("nexgendata/review-intelligence-mcp-server").call(run_input={
    # Fill in the input shape from the actor's input_schema
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

🌐 Code Example — cURL

curl -X POST "https://api.apify.com/v2/acts/nexgendata~review-intelligence-mcp-server/run-sync-get-dataset-items?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{ /* input schema */ }'

❓ FAQ

Q: How do I get started? Sign up at apify.com, grab your API token from Settings → Integrations, and run the actor via the Apify console, API, Python SDK, or any integration (Zapier, Make.com, n8n).

Q: What's the typical cost per run? See the pricing section below. Most runs finish under $0.10 for typical batches.

Q: Is this actor maintained? Yes. NexGenData maintains 140+ Apify actors and ships updates regularly. Bug reports via the Apify console issues tab get responses within 24 hours.

Q: Can I use the output commercially? Yes — you own the output data. Check the target site's Terms of Service for any usage restrictions on the scraped content itself.

Q: How do I handle rate limits? Apify manages concurrency and retries automatically. For very large batches (10K+ items), run multiple smaller jobs in parallel instead of one mega-job for better reliability.

💰 Pricing

Pay-per-event pricing — you only pay for what you actually extract.

• Actor Start: $0.0001
• result: $0.0020

🔗 Related NexGenData Actors

• RAG Web Browser
• AI Web Scraper
• Hacker News Scraper

🚀 Apify Affiliate Program

New to Apify? Sign up with our referral link — you get free platform credits on signup, and you help fund the maintenance of this actor fleet.

Built and maintained by NexGenData — 140+ actors covering scraping, enrichment, MCP servers, and automation.