Aicastle School Openai Api Agent Project vs Alpaca Mcp

In-depth architectural comparison of the Aicastle School Openai Api Agent Project and Alpaca Mcp MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

A

Choose Aicastle School Openai Api Agent Project when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Aicastle School Openai Api Agent Project Details

Choose Alpaca Mcp when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
• You have access to required keys: ALPACA_PAPER_API_KEY, ALPACA_PAPER_API_SECRET.
• Primary tools included: get_account_info_tool, place_market_order, place_limit_order.

Explore Alpaca Mcp Details

Feature & Specification Comparison

Specification	A Aicastle School Openai Api Agent Project Finance & Fintech	Alpaca Mcp laukikk Finance & Fintech
Summary	Fetch current stock prices and key data for symbols across global markets. Look up companies like…	An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
Category & Scope	Finance & Fintech	Finance & Fintech

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "aicastle-school-openai-api-agent-project": {
      "url": "https://aicastle.com"
    }
  }
}

{
  "mcpServers": {
    "laukikk-alpaca-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@smithery/cli"
      ],
      "env": {
        "ALPACA_PAPER_API_KEY": "YOUR_ALPACA_PAPER_API_KEY_HERE",
        "ALPACA_PAPER_API_SECRET": "YOUR_ALPACA_PAPER_API_SECRET_HERE"
      }
    }
  }
}

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