AI Recommendation Readiness Audit | The Black Friday Agency

io.github.janoliverautomation-stack/canairecommendmybusiness-com · v1.0.0 · cloud-and-infra

AI Recommendation Readiness Audit | The Black Friday Agency is healthy: it completed an MCP handshake in 2344 ms and exposes 2 tools.

Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your

Endpoint: https://canairecommendmybusiness.com/api/mcp (streamable-http)

No repository listed · Website · JSON · Add to my inventory

Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count2
Latency2344 ms
Last checked (UTC)2026-10-16T08:30:42.409Z

Health history

Checked (UTC)StatusLatencyError
2026-10-16T08:30:42.409ZHealthy2344
2026-10-15T04:20:41.370ZHealthy2783

Tools (2)

assess_ai_recommendation_readinessAssesses whether a business is ready to be understood, verified, trusted, recommended, and used by AI systems, based on structured inputs (business size, data availability/maturity, technical stack/infrastructure, and goals). Returns a readiness score, tier, gap analysis, priority actions, and a pha
get_ai_readiness_frameworkReturns the AI Recommendation Readiness scoring framework: the scored dimensions and their weights, the four readiness tiers with score ranges, and every valid input option (business sizes, data maturity levels, technical stacks, and goals). Read-only and deterministic; use it to understand how the