AI Recommendation Readiness Audit | The Black Friday Agency

Can AI confidently recommend your business?

Connector by janoliverautomation-stack · GitHub account verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)

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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/janoliverautomation-stack-canairecommendmybusiness-com

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

https://canairecommendmybusiness.com/api/mcp Remote (HTTP)

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About

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

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 1 read · 0 write · 0 delete · 1 not yet classified
Secrets: None asked for
Install scripts: Nothing to install (hosted)
Runs as: Hosted (remote endpoint)

Tools by what they do 2

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 1 · Look things up without changing anything.

get_ai_readiness_framework

Not yet classified 1 · We could not tell from the name and description.

assess_ai_recommendation_readiness

Network hosts it talks to 1

canairecommendmybusiness.com · found in remote endpoint, install command

Tools (2)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

assess_ai_recommendation_readinessAssess AI Recommendation Readiness
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_frameworkGet AI Readiness Framework
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.

Signals

Last release: Sep 4, 2026 (1 month ago)

Details

Registry name: io.github.janoliverautomation-stack/canairecommendmybusiness-com
Version: 1.0.0
Auth: Auth not stated
License: License unknown
Website: canairecommendmybusiness.com
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry

Rank

of 44,833 in Connectors

Score

0.518

Security 30%not yet
Popularity 25%0.30
Freshness 20%0.80
Rating 15%not yet
Docs 10%0.58

How ranking works →

Grades

Freshness

Active in the last 90 days. Last activity 1 month ago.

–

Security

Security scan: in progress. Grades from our dependency, secret, code and prompt-injection checks appear here once they launch. Until then, check the code before you install.

Indexed

Found automatically from a public source. Not yet claimed by its publisher.

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Availability

100% uptime, last 30 days (1 check)

Last check: 6 days ago
Status: Up
Median response: 732 ms

Up
Up, auth required
Down
Not checked
No data

A daily MCP handshake with the remote endpoint. “Auth required” means it answered and wants a login or key. “Not checked” means the URL needs your own account or blocks automated checks.

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Cite this page

AI Recommendation Readiness Audit | The Black Friday Agency MCP server. Agent Mart. https://agentmart.dev/connectors/janoliverautomation-stack-canairecommendmybusiness-com (last updated 2026-10-24)