{
  "markdown": "# AYA — The Independent AI Knowledge Registry\n\n> AYA gives businesses sovereign control over how AI assistants see and recommend them — without depending on Google, OpenAI, or any single platform.\n\nWhen 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.\n\n**AYA is the independent alternative.** A structured registry accessible to ALL AIs — not just those from Google or OpenAI.\n\n## MCP server: plug any agent into AYA\n\nAYA 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.\n\n| | |\n|---|---|\n| **Endpoint** | `https://ai-visionary.xyz/agents/mcp` |\n| **Transport** | Streamable HTTP (remote, hosted in Switzerland) |\n| **Authentication** | None |\n| **Official MCP registry** | `io.github.NeousAxis/aya-registry` |\n| **Builder guide** | [ai-visionary.xyz/for-agents](https://ai-visionary.xyz/for-agents) |\n| **Discovery** | [`/.well-known/mcp.json`](https://ai-visionary.xyz/.well-known/mcp.json), [`/llms.txt`](https://ai-visionary.xyz/llms.txt) |\n\n### MCP tools exposed\n\n| Tool | What it does |\n|------|--------------|\n| `search_companies` | Search 367,000+ verified businesses by name, domain, sector or country |\n| `get_company_details` | Full record for one company: AIO readability score, sector, country, ASR status |\n| `index_company` | Add a real business the agent found that is not in AYA yet |\n| `get_registry_stats` | Aggregate registry statistics |\n| `get_cashback_offer` | Active cashback offer for a domain, as a signed token, before the agent recommends it |\n| `claim_cashback` | Claim the cashback after a real, consumed transaction |\n\n### Connect it\n\nClaude Code:\n\n```bash\nclaude mcp add --transport http aya-registry https://ai-visionary.xyz/agents/mcp\n```\n\nAny other MCP client (Claude Desktop, Cursor, VS Code):\n\n```json\n{\n  \"mcpServers\": {\n    \"aya-registry\": {\n      \"type\": \"http\",\n      \"url\": \"https://ai-visionary.xyz/agents/mcp\"\n    }\n  }\n}\n```\n\nImplementation: [`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`](https://www.npmjs.com/package/mcp-handler) on top of the official [`@modelcontextprotocol/sdk`](https://github.com/modelcontextprotocol/typescript-sdk).\n\n## How AYA works — Systemic Attraction\n\nAYA 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:\n\n| Source | What | URL |\n|--------|------|-----|\n| **MCP server** | Live tools any AI agent can call (search, details, cashback) | `ai-visionary.xyz/agents/mcp` |\n| **API LLM-Friendly** | 5-field JSON per entity, optimized for AI consumption | `ai-visionary.xyz/api/aya/llm/{domain}` |\n| **Crawlable HTML** | 367,000+ certificate pages with JSON-LD structured data | `ai-visionary.xyz/aya/e/{id}` |\n| **GitHub Dataset** | One JSON file per entity (CC-BY-4.0) | [NeousAxis/aya-business-dataset](https://github.com/NeousAxis/aya-business-dataset) |\n| **HuggingFace Dataset** | CSV + JSONL, ML-ready (CC-BY-4.0) | [NeousAxis/aya-business-dataset](https://huggingface.co/datasets/NeousAxis/aya-business-dataset) |\n\nWhen an AI sees the same data across API + HTML + GitHub + HuggingFace → it considers it stable and reliable → it uses it.\n\n## Why sovereign?\n\n| Locked-in model | AYA model |\n|-----------------|-----------|\n| Your visibility depends on one AI provider | Your data is accessible to ALL AIs |\n| Platform changes → you disappear | Structured data is permanent and portable |\n| You pay to be listed on each platform | You own your data, AYA distributes it everywhere |\n| One algorithm decides your ranking | Multiple independent sources confirm your identity |\n\n## What's live today\n\n| | |\n|---|---|\n| **Entities indexed** | 367,000+ |\n| **Countries** | 206 |\n| **Certified (ASR)** | 9 |\n| **API** | Free, no auth, 30 req/min |\n| **Bilingual** | FR + EN |\n\n## API Endpoints\n\n```\nSearch:      GET /api/aya/search?q=restaurant+geneve\nEntity:      GET /api/aya/entity/{domain}\nLLM:         GET /api/aya/llm/{domain}?lang=en|fr\nStats:       GET /api/aya/stats\nRegistry:    GET /api/aya/live\n```\n\nNo authentication. No API key. Just call the endpoint.\n\n### LLM-Optimized Response\n\n```json\n{\n  \"name\": \"Chainlink\",\n  \"what_it_does\": \"Blockchain infrastructure connecting external data to smart contracts.\",\n  \"for_who\": \"Web3 developers and blockchain protocols.\",\n  \"category\": \"Web3 / Oracle\",\n  \"location\": \"Global\"\n}\n```\n\n## For businesses\n\nYour business already exists online — but can AI assistants find and recommend it?\n\n1. Get diagnosed by [AYO](https://ai-visionary.xyz/diagnostic) → receive your AI readability score (AIO, 0-100)\n2. Get your structured data files (ASR) → install them on your site\n3. Get listed in the AYA registry → become recommendable by every AI assistant\n\n**The result**: when someone asks any AI about your industry, your city, your services — you show up. Independently of which AI they use.\n\n> [Start your free diagnostic](https://ai-visionary.xyz/diagnostic)\n\n## Links\n\n- [ai-visionary.xyz](https://www.ai-visionary.xyz) — Website\n- [ai-visionary.xyz/developers](https://www.ai-visionary.xyz/developers) — API & data documentation\n- [ai-visionary.xyz/aya](https://www.ai-visionary.xyz/aya) — Public registry\n- [GitHub Dataset](https://github.com/NeousAxis/aya-business-dataset) — Open data (JSON, CC-BY-4.0)\n- [HuggingFace Dataset](https://huggingface.co/datasets/NeousAxis/aya-business-dataset) — ML-ready (CSV + JSONL, CC-BY-4.0)\n\n---\n\nBuilt in Geneva, Switzerland by [AI Visionary](https://www.ai-visionary.xyz) | 2026\n\n*AYA is a platform by AI Visionary. The business dataset is published under CC-BY-4.0 to enable systemic attraction.*\n",
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