Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://ai-visionary.xyz/agents/mcpRun this in your terminal
claude mcp add --transport http aya-registry https://ai-visionary.xyz/agents/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"aya-registry": {
"url": "https://ai-visionary.xyz/agents/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"aya-registry": {
"type": "http",
"url": "https://ai-visionary.xyz/agents/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://ai-visionary.xyz/agents/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account NeousAxis, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
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 |
| 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 |
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.
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.
| 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 |
| Entities indexed | 367,000+ |
| Countries | 206 |
| Certified (ASR) | 9 |
| API | Free, no auth, 30 req/min |
| Bilingual | FR + EN |
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.
{
"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" }
Your business already exists online — but can AI assistants find and recommend it?
The result: when someone asks any AI about your industry, your city, your services — you show up. Independently of which AI they use.
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.*