College Scorecard MCP Server vs Aether Developer

In-depth architectural comparison of the College Scorecard MCP Server and Aether Developer 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?

Choose College Scorecard MCP Server when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore College Scorecard MCP Server Details

Choose Aether Developer when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Aether Developer Details

Feature & Specification Comparison

Specification	College Scorecard MCP Server Developer Tools	Aether Developer Developer Tools
Summary	Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.	Hybrid search over SEC filings, earnings transcripts, and a third-party data marketplace.
Category & Scope	Developer Tools	Developer Tools

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": {
    "college-scorecard-mcp-server": {
      "command": "bunx",
      "args": [
        "@cyanheads/college-scorecard-mcp-server@latest"
      ]
    }
  }
}

{
  "mcpServers": {
    "aether-developer": {
      "command": "npx",
      "args": [
        "-y",
        "@evidinvest/aether-mcp"
      ]
    }
  }
}

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