Trustpilot MCP Server — Reviews & Company Data for AI Agents

Trustpilot MCP Server

MCP server that gives AI agents access to Trustpilot reviews, company profiles, and category data. Three tools: get_reviews returns reviews with text, ratings, reviewer info, and company replies. get_company_profile returns trust scores, star ratings, and review counts. browse_category finds companies in a Trustpilot category. Connect from Claude Desktop, ChatGPT, Cursor, or any MCP-compatible client.

Available tools

Tool	What it returns
get_reviews	Review text, star rating, language, date, verification status, reviewer name and country, company reply. Filter by stars, language, date range, keyword, or verified-only. Up to 100 reviews per call.
get_company_profile	Company name, domain, trust score, star rating, total review count, business categories, profile URL.
browse_category	Companies in a Trustpilot category with names, domains, trust scores, star ratings, and review counts. Up to 100 companies per call.

How to connect

Claude Desktop / Cursor / Windsurf

Add to your MCP settings:

{
  "mcpServers": {
    "trustpilot": {
      "type": "url",
      "url": "https://zadexinho--trustpilot-mcp-server.apify.actor/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_APIFY_TOKEN"
      }
    }
  }
}

Via Apify MCP gateway

{
  "mcpServers": {
    "apify": {
      "type": "url",
      "url": "https://mcp.apify.com?tools=zadexinho/trustpilot-mcp-server",
      "headers": {
        "Authorization": "Bearer YOUR_APIFY_TOKEN"
      }
    }
  }
}

Python (OpenAI Agents SDK)

from agents.mcp import MCPServerStreamableHttp

async with MCPServerStreamableHttp(
    name="Trustpilot",
    params={
        "url": "https://zadexinho--trustpilot-mcp-server.apify.actor/mcp",
        "headers": {"Authorization": "Bearer YOUR_APIFY_TOKEN"},
    },
) as server:
    tools = await server.list_tools()
    # → get_reviews, get_company_profile, browse_category

Tool reference

get_reviews

Get reviews for a company with optional filters.

Parameter	Type	Default	Description
company	string	required	Company domain (e.g., "shopify.com") or Trustpilot URL
max_reviews	integer	20	Number of reviews to return (1-100)
sort	string	"recency"	Sort order: "recency" or "relevance"
stars	string	all	Comma-separated star ratings (e.g., "1,2" for negative)
language	string	all	Language code (e.g., "en", "de", "fr")
date_range	string	all time	"last30days", "last3months", "last6months", "last12months"
search	string	—	Keyword to search within reviews (e.g., "refund")
verified_only	boolean	false	Only return verified reviews

get_company_profile

Get a company's Trustpilot profile summary.

Parameter	Type	Description
company	string	Company domain (e.g., "apify.com") or Trustpilot URL

Returns: name, domain, trustScore, stars, totalReviews, categories, profileUrl, totalPages.

browse_category

Find companies listed in a Trustpilot category.

Parameter	Type	Default	Description
category_url	string	required	Category URL or slug (e.g., "electronics")
max_companies	integer	20	Number of companies to return (1-100)

How much does it cost?

You are charged per tool call. Each call fetches data and returns structured results.

Tier	Price per tool call	Price per 1,000 calls
FREE	$0.005	$5.00
STARTER	$0.004	$4.00
SCALE	$0.003	$3.00
BUSINESS	$0.002	$2.00

Example: Checking trust scores for 50 companies costs $0.25 on the FREE tier.

Use cases

• Ask your AI assistant to summarize recent reviews for a competitor.
• Monitor customer sentiment by querying negative reviews with keyword filters.
• Compare trust scores across companies in a category.
• Build AI workflows that flag new negative reviews in real time.
• Feed review data into analysis pipelines without writing scraping code.
• Research companies during due diligence by pulling review summaries.
• Track review volume trends across your competitive landscape.

FAQ

How fast are tool responses?

Most calls return in 1-5 seconds. Requesting more reviews (up to 100) takes slightly longer.

Do I need a Trustpilot account?

No. All data is publicly available on Trustpilot.

What's the difference between this and the Trustpilot Scraper?

The scraper is for batch jobs — thousands of reviews across many companies, exported as datasets. This MCP server is for real-time AI agent queries — focused results returned directly to your agent.

Can I use this with ChatGPT?

Yes. Any MCP-compatible client works. Configure the server URL and your Apify API token.

What if a company isn't on Trustpilot?

The tool returns an error message. Your agent can handle it and move on.