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Amazon Comprehend MCP Server

Amazon Comprehend is an Amazon Web Services service for gaining insight into the content of documents. Use these actions to determine the topics contained in your documents, the topics they discuss, the predominant sentiment expressed in them, the predominant language used, and more.

Quick Setup

Transport: STDIO

Command: npx -y @mcp/amazonaws-com-comprehend

Environment Variables

AMAZON_COMPREHEND_API_KEY

Example: your_amazon_comprehend_api_key

MCP Server Configuration

Add this to your claude_desktop_config.json or Cursor MCP settings.

{
  "mcpServers": {
    "amazonaws-com-comprehend": {
      "command": "npx",
      "args": ["-y","@mcp/amazonaws-com-comprehend"],
      "env": {
      "AMAZON_COMPREHEND_API_KEY": "your_amazon_comprehend_api_key"
}
    }
  }
}

Endpoints

POST/#X-Amz-Target=Comprehend_20171127.BatchDetectDominantLanguage

BatchDetectDominantLanguage

POST/#X-Amz-Target=Comprehend_20171127.BatchDetectEntities

BatchDetectEntities

POST/#X-Amz-Target=Comprehend_20171127.BatchDetectKeyPhrases

BatchDetectKeyPhrases

POST/#X-Amz-Target=Comprehend_20171127.BatchDetectSentiment

BatchDetectSentiment

POST/#X-Amz-Target=Comprehend_20171127.BatchDetectSyntax

BatchDetectSyntax

POST/#X-Amz-Target=Comprehend_20171127.BatchDetectTargetedSentiment

BatchDetectTargetedSentiment

POST/#X-Amz-Target=Comprehend_20171127.ClassifyDocument

ClassifyDocument

POST/#X-Amz-Target=Comprehend_20171127.ContainsPiiEntities

ContainsPiiEntities

POST/#X-Amz-Target=Comprehend_20171127.CreateDataset

CreateDataset

POST/#X-Amz-Target=Comprehend_20171127.CreateDocumentClassifier

CreateDocumentClassifier

Official Documentation →