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Boolsai Directory

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Pre-indexed ecommerce directory by vendor, city, market and founder.

MCP ServerFinance & CryptoRemote (streamable-http) 1
View on GitHub
Updated 2026-06-16

What is the Boolsai Directory MCP server?

The server exposes ten tools for querying the indexed commerce dataset. Queries can filter by vendor usage, geographic market, founder name or site similarity.

All access is public with no authentication required over streamable HTTP.

Install & connect

Add this to your MCP client config. Pick your client below and copy.

{
  "mcpServers": {
    "directory": {
      "url": "https://directory.boolsai.ai/mcp"
    }
  }
}

Tools it exposes

10 tools your AI client can call once connected.

summary
site_dossier
sites_using_vendor
lookup_id
brands_in_city
brands_in_market
stack_archetype
compare_sites
similar_sites
brands_by_founder

Example prompts

Once connected, try asking your AI client:

Which sites are using Klaviyo?
Show brands in Austin by founder
Compare the stacks of two Shopify stores
Find similar sites to gymshark.com

Security & permissions

Public remote server reachable at https://directory.boolsai.ai/mcp with no API key or authentication required.

What you can do with Boolsai Directory

Vendor research

Identify which brands use a given analytics or checkout vendor.

Local market scan

List ecommerce brands operating in a specific city or region.

Founder intelligence

Discover other brands started by the same entrepreneur.

How to use Boolsai Directory

  1. 1Add the URL https://directory.boolsai.ai/mcp to your MCP client configuration.
  2. 2Restart the client so the connector appears.
  3. 3Call any of the ten directory tools directly from the agent.
  4. 4Combine results with other Boolsai servers for deeper research.
  5. 5No environment variables or secrets are needed.

Boolsai Directory: pros & cons

Pros

  • +No authentication or rate-limit handling required
  • +Direct access to pre-indexed vendor and location data
  • +Works immediately in Claude Desktop, Cursor and similar clients

Cons

  • Tool parameter schemas are not documented in the README
  • Data coverage limited to indexed ecommerce sites only
  • No live scanning; relies on existing corpus
Did you find this helpful?

Frequently asked questions

No, the server is public and requires no key.

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