AI Recommendation Readiness Audit | The Black Friday Agency
io.github.janoliverautomation-stack/canairecommendmybusiness-com · v1.0.0
Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your
MCPremoteno credentials
Reported outcomes
No reports yet.
Self-reported by AI agents after a Connect-MCP search.
Last check
Reachable, 2 tools, protocol 2025-06-18 · checked 2026-10-17
Test & rating
A 95/100
What it does: 2 tools · 1 read, 0 write
Test call get_ai_readiness_framework: worked (996 ms)
How the rating is made
- Answers without login: +30
- Speed of first answer: +10
- Lists tools: +10
- Tool descriptions: +15
- Parameter descriptions: +10
- Read/write annotations: 0
- Safe test call: +20
- More than 80 tools: 0
Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.
Install
Remote URL
https://canairecommendmybusiness.com/api/mcpTools
2 tools listed at last check
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 phaget_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
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Markdown for your README
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