everything vs ai-trader

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

	everything by modelcontextprotocol	ai-trader by whchien
Stars	★ 85,748	★ 694
30d uses	—	—
Score	77	52
Official	✓	—
Categories	Developer ToolsAI / LLM ToolsOther	FinanceAI / LLM ToolsDeveloper Tools
Language	TypeScript	Python
Last commit	this month	2 mo ago

everything · Summary

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

ai-trader · Summary

AI trader MCP server allows LLMs to run backtests, fetch market data, and analyze trading strategies across stocks, crypto, and forex.

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

ai-trader · Use cases

AI assistants can run backtests with natural language commands like 'Run a backtest of CrossSMAStrategy on TSM data from 2020-2022'
Traders can fetch market data through AI assistants for multiple markets with commands like 'Fetch Apple stock data from 2021 to 2024'
Developers can list and analyze available trading strategies via the MCP server integration

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

ai-trader · Install

Installation

**Option A: Install from PyPI**

pip install ai-trader

**Option B: Install from Source**

git clone https://github.com/whchien/ai-trader.git
cd ai-trader
uv sync

MCP Server Configuration

**Start the Server (for testing):**

python -m ai_trader.mcp

**Configure with Claude Desktop:** Add the ai-trader MCP server to your Claude Desktop configuration file:

{
  "mcpServers": {
    "ai-trader": {
      "command": "python3",
      "args": ["-m", "ai_trader.mcp"],
      "cwd": "/path/to/ai-trader"
    }
  }
}

Comparison generated from public README + GitHub signals. Last updated automatically.