AI & ML

Amazon Machine Learning MCP Config

Definition of the public APIs exposed by Amazon Machine Learning

Config URL

Use this URL in any MCP-compatible client to fetch the config automatically.

https://mcpbridge.org/config/amazonaws-com-machinelearning.json

Download JSON Claude Desktop Setup

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-machinelearning": {
      "command": "npx",
      "args": [
        "-y",
        "@mcp/amazonaws-com-machinelearning"
      ],
      "env": {
        "AMAZON_MACHINE_LEARNING_API_KEY": "your_amazon_machine_learning_api_key"
      }
    }
  }
}

Cursor

Settings → MCP Servers → Add

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

VS Code

Use with MCP extension

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

Configuration JSON

Use curl https://mcpbridge.org/config/amazonaws-com-machinelearning.json to fetch programmatically.

{
  "mcpServers": {
    "amazonaws-com-machinelearning": {
      "command": "npx",
      "args": ["-y","@mcp/amazonaws-com-machinelearning"],
      "env": {
      "AMAZON_MACHINE_LEARNING_API_KEY": "your_amazon_machine_learning_api_key"
}
    }
  }
}

How to Use

Claude Desktop

Paste the config JSON into your claude_desktop_config.json.

Full instructions →

Cursor

Go to Cursor Settings → MCP Servers → Add with the JSON above.

CLI / curl

Fetch the config programmatically:

curl https://mcpbridge.org/config/amazonaws-com-machinelearning.json

Environment Variables

AMAZON_MACHINE_LEARNING_API_KEY

Replace your_amazon_machine_learning_api_key with your actual amazon machine learning api key

Endpoints

POST/#X-Amz-Target=AmazonML_20141212.AddTags

AddTags

POST/#X-Amz-Target=AmazonML_20141212.CreateBatchPrediction

CreateBatchPrediction

POST/#X-Amz-Target=AmazonML_20141212.CreateDataSourceFromRDS

CreateDataSourceFromRDS

POST/#X-Amz-Target=AmazonML_20141212.CreateDataSourceFromRedshift

CreateDataSourceFromRedshift

POST/#X-Amz-Target=AmazonML_20141212.CreateDataSourceFromS3

CreateDataSourceFromS3

POST/#X-Amz-Target=AmazonML_20141212.CreateEvaluation

CreateEvaluation

POST/#X-Amz-Target=AmazonML_20141212.CreateMLModel

CreateMLModel

POST/#X-Amz-Target=AmazonML_20141212.CreateRealtimeEndpoint

CreateRealtimeEndpoint

POST/#X-Amz-Target=AmazonML_20141212.DeleteBatchPrediction

DeleteBatchPrediction

POST/#X-Amz-Target=AmazonML_20141212.DeleteDataSource

DeleteDataSource

Similar APIs

Other APIs in the AI & ML category.

OpenAI API

Generate text, images, and embeddings. Integrate GPT models and DALL-E into your AI agent.

https://mcpbridge.org/config/openai.json

Anthropic API

Access Claude AI models for text generation, analysis, and code assistance through the Anthropic API.

https://mcpbridge.org/config/anthropic.json

OpenAI API

APIs for sampling from and fine-tuning language models

https://mcpbridge.org/config/openai-com.json

<p>This section provides documentation for the Amazon CodeGuru Reviewer API operations. CodeGuru Reviewer is a service that uses program analysis and machine learning to detect potential defects that are difficult for developers to find and recommends fixes in your Java and Python code.</p> <p>By pr

https://mcpbridge.org/config/amazonaws-com-codeguru-reviewer.json

Amazon Machine LearningMCP Server Details →API Documentation →