# aya-registry

**Category:** 💻 Developer Tools  
**Repository:** https://github.com/NeousAxis/ai-visionary  
**Views:** 0  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/aya-registry

## Description
Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.

## Claude Desktop Quick Installation
Heuristic fallback — verify the package name and runner against the repository README before running it. Uses `npx` (confidence: low):

```json
"mcpServers": {
  "aya-registry": {
    "command": "npx",
    "args": ["-y","aya-registry"]
  }
}
```

## Documentation & README

# 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.

## 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 |
|--------|------|-----|
| **API LLM-Friendly** | 5-field JSON per entity, optimized for AI consumption | `ai-visionary.xyz/api/aya/llm/{domain}` |
| **Crawlable HTML** | 4,400+ 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](https://github.com/NeousAxis/aya-business-dataset) |
| **HuggingFace Dataset** | CSV + JSONL, ML-ready (CC-BY-4.0) | [NeousAxis/aya-business-dataset](https://huggingface.co/datasets/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** | 4,400+ (growing toward 100,000) |
| **Countries** | 73+ |
| **Certified (ASR)** | 4 |
| **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

```json
{
  "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](https://ai-visionary.xyz/diagnostic) → 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](https://ai-visionary.xyz/diagnostic)

## Links

- [ai-visionary.xyz](https://www.ai-visionary.xyz) — Website
- [ai-visionary.xyz/developers](https://www.ai-visionary.xyz/developers) — API & data documentation
- [ai-visionary.xyz/aya](https://www.ai-visionary.xyz/aya) — Public registry
- [GitHub Dataset](https://github.com/NeousAxis/aya-business-dataset) — Open data (JSON, CC-BY-4.0)
- [HuggingFace Dataset](https://huggingface.co/datasets/NeousAxis/aya-business-dataset) — ML-ready (CSV + JSONL, CC-BY-4.0)

---

Built in Geneva, Switzerland by [AI Visionary](https://www.ai-visionary.xyz) | 2026

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