AI Recommendation Readiness Audit | The Black Friday Agency is a remote MCP server that gives an AI agent 2 tools, among them assess_ai_recommendation_readiness, get_ai_readiness_framework. It answers at https://canairecommendmybusiness.com/api/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 22 October 2026, succeeded.
Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
assess_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 read Inputs: businessSize, dataMaturity, technicalStack, goals, businessName, industry |
get_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) |
Every block below points at https://canairecommendmybusiness.com/api/mcp. Pick your client and copy.
claude mcp add --transport http ai-recommendation-readiness-audi https://canairecommendmybusiness.com/api/mcp
{
"mcpServers": {
"ai-recommendation-readiness-audi": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://canairecommendmybusiness.com/api/mcp"]
}
}
}{
"mcpServers": {
"ai-recommendation-readiness-audi": {
"url": "https://canairecommendmybusiness.com/api/mcp"
}
}
}{
"servers": {
"ai-recommendation-readiness-audi": {
"type": "http",
"url": "https://canairecommendmybusiness.com/api/mcp"
}
}
}{
"context_servers": {
"ai-recommendation-readiness-audi": {
"url": "https://canairecommendmybusiness.com/api/mcp"
}
}
}{
"mcpServers": {
"ai-recommendation-readiness-audi": {
"serverUrl": "https://canairecommendmybusiness.com/api/mcp"
}
}
}{
"mcpServers": {
"ai-recommendation-readiness-audi": {
"url": "https://canairecommendmybusiness.com/api/mcp"
}
}
}name: AI Recommendation Readiness Audit | The Black Friday Agency
version: 0.0.1
schema: v1
mcpServers:
- name: AI Recommendation Readiness Audit | The Black Friday Agency
type: streamable-http
url: https://canairecommendmybusiness.com/api/mcp{
"mcpServers": {
"ai-recommendation-readiness-audi": {
"httpUrl": "https://canairecommendmybusiness.com/api/mcp"
}
}
}{
"mcpServers": {
"ai-recommendation-readiness-audi": {
"type": "http",
"url": "https://canairecommendmybusiness.com/api/mcp"
}
}
}{
"mcpServers": {
"ai-recommendation-readiness-audi": {
"url": "https://canairecommendmybusiness.com/api/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fcanairecommendmybusiness.com%2Fapi%2Fmcp&type=streamable_http&id=ai-recommendation-readiness-audi&name=AI%20Recommendation%20Readiness%20Audit%20%7C%20The%20Black%20Friday%20Agency
It answered our last check on 22 October 2026 in 616 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
2, as returned by the server's own tools/list on 14 September 2026: assess_ai_recommendation_readiness, get_ai_readiness_framework.
It answered our last check on 22 October 2026 in 616 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://canairecommendmybusiness.com/api/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.janoliverautomation-stack. Endpoint host: canairecommendmybusiness.com. ARD identifier: urn:air:io.github.janoliverautomation-stack:mcp:canairecommendmybusiness-com.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.