GFI Scout
Verified IntegrationClient Configuration
— Connect GFI Scout to Claude Desktop or Cursor in seconds{
"mcpServers": {
"gfi-scout": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-gfi-scout"
],
"env": {}
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).System Overview
Ranks open-source issues by a contributor's likelihood of success, moving beyond simple 'good first issue' tags.
7/23/2026
Open Source
stdio / SSE RPC
Frequently Asked Questions
Architecture and operational details for GFI Scout
GFI Scout distinguishes itself by ranking open-source issues based on a 'likelihood of success' score, moving beyond simple `good first issue` tags. It analyzes repository health, merge rate, maintainer responsiveness, issue freshness, and setup complexity to recommend issues where new contributors are genuinely likely to succeed.
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