The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
SurfacedBy AI Visibility & GEO Audit
Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.
Works with Claude Code
Install
One-click install
Remote serverClaude Code (no install link, copy and run)
$
claude mcp add --transport http surfacedby-ai-visibility-geo-a https://api.surfacedby.com/api/v1/mcp/public/Buttons open the app on your computer and ask you to confirm before anything is added.
$
claude mcp add --transport http surfacedby-ai-visibility-geo-a https://api.surfacedby.com/api/v1/mcp/public/mcp.json (Cursor, Claude Desktop, Windsurf)
{
"mcpServers": {
"surfacedby-ai-visibility-geo-a": {
"url": "https://api.surfacedby.com/api/v1/mcp/public/"
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
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