AYA — The Independent AI Knowledge Registry

AYA gives businesses sovereign control over how AI assistants see and recommend them — without depending on Google, OpenAI, or any single platform.

When someone asks ChatGPT, Claude, Gemini or any AI "find me a cybersecurity consultant in Switzerland", the AI needs structured, verified data to answer. Today, that data is controlled by a handful of tech giants who decide who gets recommended.

AYA is the independent alternative. A structured registry accessible to ALL AIs — not just those from Google or OpenAI.

MCP server: plug any agent into AYA

AYA runs a public MCP server (Model Context Protocol), so any MCP-compatible agent (Claude, Cursor, VS Code, ChatGPT, or your own) can query the registry directly. No API key, no signup, nothing to install.

MCP tools exposed

Connect it

Claude Code:

claude mcp add --transport http aya-registry https://ai-visionary.xyz/agents/mcp

Any other MCP client (Claude Desktop, Cursor, VS Code):

{
  "mcpServers": {
    "aya-registry": {
      "type": "http",
      "url": "https://ai-visionary.xyz/agents/mcp"
    }
  }
}

Implementation: app/agents/[transport]/route.ts, built with mcp-handler on top of the official @modelcontextprotocol/sdk.

Related MCP server: filed-mcp-server

How AYA works — Systemic Attraction

AYA doesn't connect to a single AI — every AI finds AYA naturally. Business data is published across multiple convergent sources, ensuring that all AI assistants — regardless of their provider — can access and recommend verified businesses:

When an AI sees the same data across API + HTML + GitHub + HuggingFace → it considers it stable and reliable → it uses it.

Why sovereign?

What's live today

API Endpoints

Search:      GET /api/aya/search?q=restaurant+geneve
Entity:      GET /api/aya/entity/{domain}
LLM:         GET /api/aya/llm/{domain}?lang=en|fr
Stats:       GET /api/aya/stats
Registry:    GET /api/aya/live

No authentication. No API key. Just call the endpoint.

LLM-Optimized Response

{
  "name": "Chainlink",
  "what_it_does": "Blockchain infrastructure connecting external data to smart contracts.",
  "for_who": "Web3 developers and blockchain protocols.",
  "category": "Web3 / Oracle",
  "location": "Global"
}

For businesses

Your business already exists online — but can AI assistants find and recommend it?

1. Get diagnosed by AYO → receive your AI readability score (AIO, 0-100)

2. Get your structured data files (ASR) → install them on your site

3. Get listed in the AYA registry → become recommendable by every AI assistant

The result: when someone asks any AI about your industry, your city, your services — you show up. Independently of which AI they use.

Start your free diagnostic

Links

• ai-visionary.xyz — Website

• ai-visionary.xyz/developers — API & data documentation

• ai-visionary.xyz/aya — Public registry

• GitHub Dataset — Open data (JSON, CC-BY-4.0)

• HuggingFace Dataset — ML-ready (CSV + JSONL, CC-BY-4.0)

Built in Geneva, Switzerland by AI Visionary | 2026

AYA is a platform by AI Visionary. The business dataset is published under CC-BY-4.0 to enable systemic attraction.