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AI & MLAuto-generatedScore: 46

Amazon Lookout for Vision MCP Server

<p>This is the Amazon Lookout for Vision API Reference. It provides descriptions of actions, data types, common parameters, and common errors.</p> <p>Amazon Lookout for Vision enables you to find visual defects in industrial products, accurately and at scale. It uses computer vision to identify miss

Quick Answer

  1. 1. The Amazon Lookout for Vision MCP server lets Claude, Cursor, and VS Code interact with the Amazon Lookout for Vision 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 CreateDataset, ListModels, CreateModel, and more.
  4. 4. Quality score: 46/99 — fair source quality and documentation coverage.

Overview

Category: AI & ML

Auth: None

Endpoints: 10

Transport: STDIO

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

Spec: v2020-11-20

Setup time: ~30 sec (no auth)

Environment Variables

AMAZON_LOOKOUT_FOR_VISION_API_KEY

Example: your_amazon_lookout_for_vision_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-lookoutvision": {
      "command": "npx",
      "args": [
        "-y",
        "@mcp/amazonaws-com-lookoutvision"
      ],
      "env": {
        "AMAZON_LOOKOUT_FOR_VISION_API_KEY": "your_amazon_lookout_for_vision_api_key"
      }
    }
  }
}
Deep link

Cursor

Settings → MCP Servers → Add

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

MCP Server Configuration

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

{
  "mcpServers": {
    "amazonaws-com-lookoutvision": {
      "command": "npx",
      "args": ["-y","@mcp/amazonaws-com-lookoutvision"],
      "env": {
      "AMAZON_LOOKOUT_FOR_VISION_API_KEY": "your_amazon_lookout_for_vision_api_key"
}
    }
  }
}

What You Can Build

With the Amazon Lookout for Vision MCP server, your AI assistant can:

  • Access 10 API operations through natural language
  • Read, create, and modify ai & ml 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/2020-11-20/projects/{projectName}/datasets

CreateDataset

GET/2020-11-20/projects/{projectName}/models

ListModels

POST/2020-11-20/projects/{projectName}/models

CreateModel

GET/2020-11-20/projects

ListProjects

POST/2020-11-20/projects

CreateProject

GET/2020-11-20/projects/{projectName}/datasets/{datasetType}

DescribeDataset

DELETE/2020-11-20/projects/{projectName}/datasets/{datasetType}

DeleteDataset

GET/2020-11-20/projects/{projectName}/models/{modelVersion}

DescribeModel

DELETE/2020-11-20/projects/{projectName}/models/{modelVersion}

DeleteModel

GET/2020-11-20/projects/{projectName}

DescribeProject

Documentation →

Authentication

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

Spec Version

Version: 2020-11-20

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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