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Business Listing Info developer reference: API and MCP on file

Connect to Business Listing Info with your own code or with an AI assistant. Everything below works through both the REST API and the MCP server, under the same rules: search every launch, read leaderboards and founder stories, submit a product by its website address, edit your listing and get a checkout link for paid launches.

MCP server
https://businesslistinginfo.com/mcp (Streamable HTTP)
REST API
https://businesslistinginfo.com/api/v1
OpenAPI 3.1
https://businesslistinginfo.com/api/v1/openapi.json
Sign-in
OAuth 2.1 for apps, or a personal key from API keys
Version
1.0.0 (changelog)

Connect your AI assistant

In Claude, ChatGPT, Cursor, VS Code or any other MCP client, add https://businesslistinginfo.com/mcp as a custom connector or MCP server. Then ask, for example, “What launched this week in my category?”, “Find alternatives to my competitor” or “Launch my product https://example.com”. Reads work at once; the first change opens a browser in your app so you can connect your account. Step-by-step for each app.

What is possible

18 operations are public and need no sign-in, and 23 work on your own account.

House rules

Questions

Can I use Business Listing Info in Claude, ChatGPT, Cursor or VS Code?
Yes. Add the MCP server URL as a custom connector or MCP server in your app. Reading works straight away; the first write opens a browser so you can connect your account.
Is using it free?
The API and MCP server are free to use within the published rate limits. Products you buy (for example a paid launch) are priced on the pricing page.
Will the AI fabricate facts about my product?
The draft is designed to avoid it. It quotes your own website for each value, leaves blank and marked whatever it cannot verify, and gives you every field to review and change before anything goes live.
Is Business Listing Info available through an API?
Yes. Use /api/v1 for the free REST API (OpenAPI) or /mcp for the remote MCP server. Reading public data needs no sign-in; managing your own listings needs your account, through OAuth or an API key.
Can I let an AI assistant vote or pay?
No. Votes come only from people on the site, and payments happen on a checkout page you open and pay yourself. The API returns the checkout link.
Questions?