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Cloud InfrastructureAuto-generatedScore: 46

AWS Comprehend Medical MCP Server

Comprehend Medical; extracts structured information from unstructured clinical text. Use these actions to gain insight in your documents.

Quick Answer

  1. 1. The AWS Comprehend Medical MCP server lets Claude, Cursor, and VS Code interact with the AWS Comprehend Medical 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 DescribeEntitiesDetectionV2Job, DescribeICD10CMInferenceJob, DescribePHIDetectionJob, and more.
  4. 4. Quality score: 46/99 — fair source quality and documentation coverage.

Overview

Category: Cloud Infrastructure

Auth: None

Endpoints: 10

Transport: STDIO

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

Spec: v2018-10-30

Setup time: ~30 sec (no auth)

Environment Variables

AWS_COMPREHEND_MEDICAL_API_KEY

Example: your_aws_comprehend_medical_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-comprehendmedical": {
      "command": "npx",
      "args": [
        "-y",
        "@mcp/amazonaws-com-comprehendmedical"
      ],
      "env": {
        "AWS_COMPREHEND_MEDICAL_API_KEY": "your_aws_comprehend_medical_api_key"
      }
    }
  }
}
Deep link

Cursor

Settings → MCP Servers → Add

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

MCP Server Configuration

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

{
  "mcpServers": {
    "amazonaws-com-comprehendmedical": {
      "command": "npx",
      "args": ["-y","@mcp/amazonaws-com-comprehendmedical"],
      "env": {
      "AWS_COMPREHEND_MEDICAL_API_KEY": "your_aws_comprehend_medical_api_key"
}
    }
  }
}

What You Can Build

With the AWS Comprehend Medical MCP server, your AI assistant can:

  • Access 10 API operations through natural language
  • Read, create, and modify cloud infrastructure 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=ComprehendMedical_20181030.DescribeEntitiesDetectionV2Job

DescribeEntitiesDetectionV2Job

POST/#X-Amz-Target=ComprehendMedical_20181030.DescribeICD10CMInferenceJob

DescribeICD10CMInferenceJob

POST/#X-Amz-Target=ComprehendMedical_20181030.DescribePHIDetectionJob

DescribePHIDetectionJob

POST/#X-Amz-Target=ComprehendMedical_20181030.DescribeRxNormInferenceJob

DescribeRxNormInferenceJob

POST/#X-Amz-Target=ComprehendMedical_20181030.DescribeSNOMEDCTInferenceJob

DescribeSNOMEDCTInferenceJob

POST/#X-Amz-Target=ComprehendMedical_20181030.DetectEntities

DetectEntities

POST/#X-Amz-Target=ComprehendMedical_20181030.DetectEntitiesV2

DetectEntitiesV2

POST/#X-Amz-Target=ComprehendMedical_20181030.DetectPHI

DetectPHI

POST/#X-Amz-Target=ComprehendMedical_20181030.InferICD10CM

InferICD10CM

POST/#X-Amz-Target=ComprehendMedical_20181030.InferRxNorm

InferRxNorm

Documentation →

Authentication

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

Spec Version

Version: 2018-10-30

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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