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.
| Endpoint | https://ai-visionary.xyz/agents/mcp |
| Transport | Streamable HTTP (remote, hosted in Switzerland) |
| Authentication | None |
| Official MCP registry | io.github.NeousAxis/aya-registry |
| Builder guide | ai-visionary.xyz/for-agents |
| Discovery | /.well-known/mcp.json, /llms.txt |
MCP tools exposed
| Tool | What it does |
|---|---|
search_companies | Search 367,000+ verified businesses by name, domain, sector or country |
get_company_details | Full record for one company: AIO readability score, sector, country, ASR status |
index_company | Add a real business the agent found that is not in AYA yet |
get_registry_stats | Aggregate registry statistics |
get_cashback_offer | Active cashback offer for a domain, as a signed token, before the agent recommends it |
claim_cashback | Claim the cashback after a real, consumed transaction |
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.
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:
| Source | What | URL |
|---|---|---|
| MCP server | Live tools any AI agent can call (search, details, cashback) | ai-visionary.xyz/agents/mcp |
| API LLM-Friendly | 5-field JSON per entity, optimized for AI consumption | ai-visionary.xyz/api/aya/llm/{domain} |
| Crawlable HTML | 367,000+ certificate pages with JSON-LD structured data | ai-visionary.xyz/aya/e/{id} |
| GitHub Dataset | One JSON file per entity (CC-BY-4.0) | NeousAxis/aya-business-dataset |
| HuggingFace Dataset | CSV + JSONL, ML-ready (CC-BY-4.0) | NeousAxis/aya-business-dataset |
When an AI sees the same data across API + HTML + GitHub + HuggingFace → it considers it stable and reliable → it uses it.
Why sovereign?
| Locked-in model | AYA model |
|---|---|
| Your visibility depends on one AI provider | Your data is accessible to ALL AIs |
| Platform changes → you disappear | Structured data is permanent and portable |
| You pay to be listed on each platform | You own your data, AYA distributes it everywhere |
| One algorithm decides your ranking | Multiple independent sources confirm your identity |
What's live today
| Entities indexed | 367,000+ |
| Countries | 206 |
| Certified (ASR) | 9 |
| API | Free, no auth, 30 req/min |
| Bilingual | FR + EN |
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?
- Get diagnosed by AYO → receive your AI readability score (AIO, 0-100)
- Get your structured data files (ASR) → install them on your site
- 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.
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.