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Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your
AI Recommendation Readiness Audit | The Black Friday Agency is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 93/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding AI Recommendation Readiness Audit | The Black Friday Agency to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
mcp add io.github.janoliverautomation-stack/canairecommendmybusiness-com https://canairecommendmybusiness.com/api/mcpReview the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-09-04T11:03:59.42199Z",
"publishedAt": "2026-09-04T11:03:59.42199Z",
"statusChangedAt": "2026-09-04T11:03:59.42199Z"
}
},
"server": {
"name": "io.github.janoliverautomation-stack/canairecommendmybusiness-com",
"title": "AI Recommendation Readiness Audit | The Black Friday Agency",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://canairecommendmybusiness.com/api/mcp",
"type": "streamable-http"
}
],
"version": "1.0.0",
"websiteUrl": "https://canairecommendmybusiness.com",
"description": "Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your"
}
}