Aya Registry

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](https://github.com/NeousAxis/ai-visionary/blob/feature/pollen-agents/app/agents/%5Btransport%5D/route.ts), built with mcp-handler on top of the official @modelcontextprotocol/sdk.

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)

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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.*