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Data & AnalyticsAuto-generatedScore: 46

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 Answer

  1. 1. The Amazon Comprehend MCP server lets Claude, Cursor, and VS Code interact with the Amazon Comprehend API through natural language.
  2. 2. Setup: Add the config to claude_desktop_config.json, set your environment variables, and restart.
  3. 3. 10 operations available including BatchDetectDominantLanguage, BatchDetectEntities, BatchDetectKeyPhrases, and more.
  4. 4. Quality score: 46/99 — fair source quality and documentation coverage.

Overview

Category: Data & Analytics

Auth: None

Endpoints: 10

Transport: STDIO

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

Spec: v2017-11-27

Setup time: ~30 sec (no auth)

Environment Variables

AMAZON_COMPREHEND_API_KEY

Example: your_amazon_comprehend_api_key

One-Click Install

Copy the snippet for your MCP client and paste it in — zero editing required.

Claude Desktop

Add to claude_desktop_config.json

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

Cursor

Settings → MCP Servers → Add

{
  "mcpServers": {
    "amazonaws-com-comprehend": {
      "url": "https://mcpbridge.org/config/amazonaws-com-comprehend.json"
    }
  }
}

Saves as .cursor/mcp.json in the download. Move it to your project root.

Deep link install →

VS Code

Use with MCP extension

{
  "mcpServers": {
    "amazonaws-com-comprehend": {
      "url": "https://mcpbridge.org/config/amazonaws-com-comprehend.json"
    }
  }
}

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"
}
    }
  }
}

What You Can Build

With the Amazon Comprehend MCP server, your AI assistant can:

  • Access 10 API operations through natural language
  • Read, create, and modify data & analytics resources without writing HTTP requests
  • Chain multiple operations in a single conversation for complex workflows
  • Combine with other MCP servers for cross-tool automation

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

Documentation →

Authentication

No authentication required. This MCP server can be used without API keys.

Spec Version

Version: 2017-11-27

Spec version published with the OpenAPI document. Config auto-updates when the spec changes.

Page last updated: June 13, 2026

Quality Score

46/99Fair
  • +Auto-generated (+12)
  • +Has documentation (+12)
  • +OpenAPI spec available (+8)
  • +10 endpoints (+14)

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