BizNetAI MCP Server

A hosted Model Context Protocol server that routes natural-language shopping queries to live, independent merchant storefronts and returns normalized product and merchant results — built for AI agents and shopping assistants that need real-time commerce data without integrating each merchant individually.

This repository documents the hosted service — there is nothing to install or run locally. Point your MCP client at the endpoint below with an API key and start calling tools.

Endpoint

The server is stateless per request — there is no session handshake to perform first.

Related MCP server: Clind MCP Server

Getting an API Key

Access is self-serve:

1. Submit a request with your email, name, and a short description of your use case:

   curl -X POST https://api.merchant.registration.consumergenie.net/api/developer-keys \
     -H "Content-Type: application/json" \
     -d '{"email": "you@example.com", "name": "Your Name", "reason": "Building an AI shopping assistant"}'

2. Once approved, you'll receive an email with your key (bnai_live_...). It's shown once and never stored in plaintext anywhere — if you lose it, request a new one.

Each key has its own rate limit (default 60 requests/minute). Exceeding it returns 429 with a Retry-After header; a missing, invalid, or revoked key returns 401.

Connecting

MCP client (Claude Desktop, Claude Code, etc.)

Most clients speak stdio, so bridge through mcp-remote, passing your key as a header:

{
  "mcpServers": {
    "biznetai": {
      "command": "npx",
      "args": [
        "-y", "mcp-remote",
        "https://biznetaimcp.consumergenie.net/mcp",
        "--header", "Authorization:Bearer ${BIZNETAI_API_KEY}"
      ]
    }
  }
}

Raw HTTP

BASE_URL="https://biznetaimcp.consumergenie.net/mcp"
API_KEY="bnai_live_..."

curl -X POST "$BASE_URL" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -H "Authorization: Bearer $API_KEY" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"list_categories","arguments":{}}}'

Tools

find_products

Search for products across merchant storefronts, ranked by relevance.

query                   str   required   Natural language product search query
country                 str   required   ISO country code (e.g. US, CA)
limit                   int   0          Page size (0 = server default)
offset                  int   0          Results to skip, for paging beyond the first page
merchant_cap            int   0          Max merchants to consider (0 = all matching merchants)
merchant_product_limit  int   0          Max products considered per individual merchant

Returns a list of normalized product objects:

{
  "product_id": "gid://shopify/Product/103382155290",
  "title": "Vitamin C Brightening Serum",
  "description": "...",
  "price_min": 24.60,
  "price_max": 24.60,
  "currency": "USD",
  "available": true,
  "url": "https://merchant.com/products/vitamin-c-serum",
  "image_url": "https://cdn.shopify.com/...",
  "store_domain": "merchant.com",
  "merchant_position": 0
}

available reflects whether at least one product variant is in stock (boolean only — exact stock counts aren't available from all merchant backends).

find_merchants

Find live merchants matching a query — useful when you want merchant identity before doing a custom product lookup.

query    str   required   Natural language search query
country  str   required   ISO country code (e.g. US, CA)
limit    int   0          Max merchants to return (0 = all live matches)

list_categories

Return the full BizNetAI merchant category vocabulary. Useful for understanding what kinds of merchants are available before querying.

Rate Limits & Errors

Support

Questions or issues with the API — email the address you used to request your key, or open an issue on this repository.

License

MIT