Review Intelligence MCP

A Model Context Protocol server that gives AI agents customer-review data — G2, Trustpilot and Yelp — as callable tools. For reputation, competitive-research and voice-of-customer agents.

📊 Sample Output

status	message	how_to_connect	apify_url	transport	tools
MCP Server Running	This is an MCP server, not a scraper. It does not produce results whe…	Connect from an MCP-compatible AI client (Claude Desktop, Cursor, Win…	https://apify.com/nexgendata/review-intelligence-mcp-server	streamable-http	['trustpilot_reviews', 'g2_reviews', 'yelp_reviews']

Real rows from run Lu6ASUKWQyAY0jq5T on build 0.0.13 (2026-09-04), unedited apart from masked emails/phones and shortened long text; fields the source does not publish are empty.

🔧 Input reference

Field	Type	Default	What it does
debug	boolean	false	Enable verbose logging in the MCP server stdout. Helpful when wiring a new AI client (Claude Desktop, Cursor, n8n) and you want to see every tool invocation. Leave off in producti…
maxToolCallSeconds	integer	90	Maximum time a single MCP tool invocation may run before the server aborts it and returns a timeout error to the AI client. Increase only if your agent issues unusually long-runni…

🧾 JSON sample record

One real record from run Lu6ASUKWQyAY0jq5T (emails/phones masked, long text shortened):

{
  "status": "MCP Server Running",
  "message": "This is an MCP server, not a scraper. It does not produce results when run directly.",
  "how_to_connect": "Connect from an MCP-compatible AI client (Claude Desktop, Cursor, Windsurf, etc.)",
  "server_url": "https://nexgendata--review-intelligence-mcp-server.apify.actor/mcp",
  "apify_url": "https://apify.com/nexgendata/review-intelligence-mcp-server",
  "documentation": "See the README for setup instructions and example configurations.",
  "transport": "streamable-http",
  "endpoint": "/mcp",
  "tools": [
    "trustpilot_reviews",
    "g2_reviews",
    "yelp_reviews"
  ]
}

💰 Pricing

Event	Price (USD)	When it is charged
Actor Start (apify-actor-start)	$5e-05	Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).
Tool call (tool-call)	$0.05	Per-tool invocation via MCP Standby

Pay-per-event: you pay only for what the run delivers. A run that delivers nothing bills no result events (only the actor-start event, when the actor defines one). Example: a run that delivers 100 results costs 100 × $0.05 = $5.00 plus the start fee.

🔗 Related Actors

More from the NexGenData MCP servers for AI agents family:

• Reddit MCP — Subreddit & Search for AI Agents
• Redfin MCP — Property Search & Details for AI Agents
• Regulatory Filings MCP — SEC, 13F & Insider for AI Agents
• Sales Intelligence MCP — B2B Leads & Enrichment for Agents
• SEC Corporate Events MCP — M&A & Buybacks for AI Agents
• Social Content MCP — Steam, Dev.to & Events for AI Agents

29 more in this family on the NexGenData Store page.

🛠 Tools (3)

• g2_reviews — G2 software reviews.
• trustpilot_reviews — Trustpilot business reviews.
• yelp_reviews — Yelp business reviews.

🔌 Connect (Claude Desktop / Cursor / n8n / OpenAI Agents SDK)

Add this MCP server to your client config:

{
  "mcpServers": {
    "review-intelligence": {
      "url": "https://nexgendata--review-intelligence-mcp-server.apify.actor/mcp"
    }
  }
}

Sample agent prompt:

Pull recent G2 and Trustpilot reviews for a company and summarize the top complaints.

Pricing: $0.05 per tool call (Pay-Per-Event) — about 20 per $1. Actor start fee $5e-05 per run. Live prices are in the Pricing table below.

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Related NexGenData MCP Servers & Review Actors

Use case	Actor
Trustpilot review scraper	trustpilot-review-scraper
G2 review scraper	g2-review-scraper
Yelp business scraper	yelp-business-scraper
News MCP (press coverage on brand)	news-mcp-server
Google Maps MCP (local business data)	google-maps-mcp-server

FAQ

Q: How fresh are the reviews? A: Each tool call is a live fetch — newly posted reviews appear on the source platform are returned at call time.

Q: Does it work for non-English reviews? A: Verbatim text is returned in the original language as published on the source platform.

Q: Can my agent post a review or reply? A: No — this is read-only intelligence. Posting / replying lives in each platform's own merchant tools.

Q: Is review-scraping legal? A: The server fetches public review pages (the same data a logged-out browser sees). Output is metadata about public reviews.

About NexGenData

NexGenData publishes a large catalog of buyer-intent actors plus a family of MCP servers for AI agent workflows. All pay-per-event. Browse the full catalog at https://apify.com/nexgendata

Home: thenextgennexus.com Full catalog: apify.com/nexgendata