Mmcp.market

AI Recommendation Readiness Audit | The Black Friday Agency MCP server

by janoliverautomation-stack·io.github.janoliverautomation-stack/canairecommendmybusiness-com·v1.0.0

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

C67/100grade C
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Safety scan
C67/100

full report

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AI Recommendation Readiness Audit | The Black Friday Agency tools (2)

write = sends, deletes, buys or posts
  • assess_ai_recommendation_readinessFree

    Assesses 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 phased implementation roadmap. Deterministic and read-only: it performs no consequential actions and does not guarantee any ranking or recommendation.

  • get_ai_readiness_frameworkFree

    Returns 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 assessment is scored and to build valid inputs for assess_ai_recommendation_readiness.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

1 low
  • Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1019ms20/20
  • Tool poisoning2 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenanceno repository listed3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 67/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http canairecommendmybusiness-com https://canairecommendmybusiness.com/api/mcp
Add to Cursor

AI Recommendation Readiness Audit | The Black Friday Agency: common questions

Is AI Recommendation Readiness Audit | The Black Friday Agency MCP server safe?
With care: it is graded C, so read the findings first (67/100). Read the AI Recommendation Readiness Audit | The Black Friday Agency safety report
How do I install AI Recommendation Readiness Audit | The Black Friday Agency?
It runs remotely at canairecommendmybusiness.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AI Recommendation Readiness Audit | The Black Friday Agency need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is AI Recommendation Readiness Audit | The Black Friday Agency maintained?
The latest release is v1.0.0.
Is AI Recommendation Readiness Audit | The Black Friday Agency up?
100% of our last 6 checks got an answer. We check remote servers about four times a day.
What can I use instead of AI Recommendation Readiness Audit | The Black Friday Agency?
Servers from other publishers that do the same job: Contact Affordance MCP server and Business Contact Finder MCP server.

Alternatives to AI Recommendation Readiness Audit | The Black Friday Agency

Same job from other publishers: the closest match first, then the best rated.

  • Contact Affordance
    Check how to contact a business website, and whether that contact path actually works.
    A
  • Business Contact Finder
    Check how to contact a business website, and whether that contact path actually works.
    A

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