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GapScout

Verified Integration
Author: @sowmyaarajan•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Git#AI#GitHub#Node.js

Client Configuration

— Connect GapScout to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "gapscout": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-gapscout"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Surfaces underserved problem spaces on GitHub by analyzing thousands of open issues across popular repositories.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for GapScout

It analyzes GitHub issues, reactions, and comments, performing keyword clustering and demand scoring over fresh data to pinpoint concrete demand signals and identify popular, unmaintained repositories ripe for new solutions.

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