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Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.
SurfacedBy AI Visibility & GEO Audit 是 ChatHome Skills 收录的 MCP 条目，来源为 Official MCP Registry，质量分 78/100。 作为 Model Context Protocol 服务器，它向 Claude、Cursor、Copilot 等兼容 MCP 的 LLM 客户端暴露可直接调用的工具，让 agent 的能力超出模型内置范围。 该条目由 ChatHome Skills 的每日抓取从官方 registry 和 GitHub 发现查询中收录，每次运行都会重新核验仓库事实、新鲜度信号和安装元数据。 质量分综合了官方 registry 收录情况、可用安装命令、许可证完整性、仓库活跃度和 GitHub star 趋势，完整算法说明见来源页。安装命令已列于上方，可直接复制使用。 在将 SurfacedBy AI Visibility & GEO Audit 加入生产 agent 工作流前，请核对上方的最近更新日期和仓库状态——下方事实快照是最近一次抓取的时点值。
mcp add com.surfacedby/ai-visibility https://api.surfacedby.com/api/v1/mcp/public/运行此命令前，请先核对上游源码。
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-10T16:29:33.979187Z",
"publishedAt": "2026-10-10T16:29:33.979187Z",
"statusChangedAt": "2026-10-10T16:29:33.979187Z"
}
},
"server": {
"name": "com.surfacedby/ai-visibility",
"icons": [
{
"src": "https://surfacedby.com/icon.png",
"sizes": [
"300x300"
],
"mimeType": "image/png"
}
],
"title": "SurfacedBy AI Visibility & GEO Audit",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://api.surfacedby.com/api/v1/mcp/public/",
"type": "streamable-http"
}
],
"version": "1.0.1",
"repository": {
"url": "https://github.com/surfacedby/ai-visibility-mcp",
"source": "github"
},
"websiteUrl": "https://surfacedby.com/tools/chatgpt-ai-visibility",
"description": "Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you."
}
}