Copilot Compass

What it does

Copilot Compass transforms raw GitHub Copilot metrics into actionable intelligence through an interactive React dashboard. It allows teams to visualize adoption trends, acceptance rates, and language-specific performance directly within their MCP host.

Key features

• Active Users Trend: 14-day line charts showing daily active user counts.
• Acceptance Rate Tracking: Monitor the quality of suggestions and their integration over time.
• Language & Editor Breakdown: Analyze which languages and IDEs (VS Code, JetBrains, Neovim) are most popular.
• Chat Metrics: Track sessions, code insertions, and copy events from Copilot Chat.

Installation

• VS Code Copilot: Requires VS Code Insiders. Add to .vscode/mcp.json:

{
  "servers": {
    "copilot-compass": {
      "type": "http",
      "url": "http://localhost:3001/mcp"
    }
  }
}

• Claude Desktop: Add to claude_desktop_config.json:

{
  "mcpServers": {
    "copilot-compass": {
      "type": "http",
      "url": "http://localhost:3001/mcp"
    }
  }
}

Supported hosts

• vscode-copilot
• claude