Scorecard AI MCP Server

by scorecard-aiio.scorecard/mcpv2.1.1

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.

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Active17d ago

Install Scorecard AI MCP server

claude mcp add scorecard-ai -e SCORECARD_API_KEY='<scorecard-api-key>' -- npx -y scorecard-ai-mcp

{
  "mcpServers": {
    "scorecard-ai": {
      "command": "npx",
      "args": [
        "-y",
        "scorecard-ai-mcp"
      ],
      "env": {
        "SCORECARD_API_KEY": "<scorecard-api-key>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "scorecard-ai": {
      "command": "npx",
      "args": [
        "-y",
        "scorecard-ai-mcp"
      ],
      "env": {
        "SCORECARD_API_KEY": "<scorecard-api-key>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "scorecard-ai": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "scorecard-ai-mcp"
      ],
      "env": {
        "SCORECARD_API_KEY": "<scorecard-api-key>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "scorecard-ai": {
      "command": "npx",
      "args": [
        "-y",
        "scorecard-ai-mcp"
      ],
      "env": {
        "SCORECARD_API_KEY": "<scorecard-api-key>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
SCORECARD_API_KEY	yes	yes	Scorecard API key for authentication. Get your API key from https://app.scorecard.io/settings

Remote endpoints

streamable-httphttps://mcp.scorecard.io/mcp

Freshness

Active — last maintenance signal 17d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-09-22 · 17d ago · GitHub
Latest release
2026-09-22 · 17d ago · GitHub · v3.5.0
Package published
no data · npm/PyPI
Registry entry updated
2025-09-12 · 13mo ago · official registry · v2.1.1

FAQ

›How do I install the Scorecard AI MCP server in Claude Code?

Run: claude mcp add scorecard-ai -e SCORECARD_API_KEY='<scorecard-api-key>' -- npx -y scorecard-ai-mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Scorecard AI require an API key?

Yes. It expects SCORECARD_API_KEY, of which 1 is a secret.

›Can I use Scorecard AI as a remote (hosted) MCP server?

Yes — it offers both a hosted endpoint and a local stdio package.

›Is Scorecard AI in the official MCP registry?

Yes, as io.scorecard/mcp.