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sample-agentic-ai-demos vs everything

Side-by-side comparison to help you pick between these two MCP servers.

sample-agentic-ai-demos
by aws-samples
everything
by modelcontextprotocol
Stars★ 101★ 85,748
30d uses
Score4677
Official
Categories
AI / LLM ToolsOps & InfraDeveloper Tools
Developer ToolsAI / LLM ToolsOther
LanguagePythonTypeScript
Last commit3 mo agothis month

sample-agentic-ai-demos · Summary

AWS collection of MCP examples demonstrating client-server interactions with AWS services.

everything · Summary

Official MCP test server exercising all protocol features for client builders.

sample-agentic-ai-demos · Use cases

  • Building MCP servers on AWS infrastructure (ECS) for production deployments
  • Creating MCP clients that interact with AWS Bedrock for agentic AI applications
  • Implementing RAG systems using MCP to manage external data sources

everything · Use cases

  • Testing MCP client implementations against all protocol features
  • Learning MCP protocol capabilities through a reference server
  • Validating client compatibility with different transport methods

sample-agentic-ai-demos · Install

These examples have varying installation requirements based on the specific module. Generally, they require:

  1. AWS account with necessary permissions
  2. Docker (for containerized examples)
  3. Python 3.7+ or Java/Kotlin for respective modules

For Claude Desktop integration, you would add to config.json:

{
  "mcpServers": {
    "aws-mcp-demo": {
      "command": "python",
      "args": ["path/to/mcp/server.py"]
    }
  }
}

everything · Install

NPX (recommended)

{
  "mcpServers": {
    "everything": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything
Comparison generated from public README + GitHub signals. Last updated automatically.