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BreederOS: Our First Real MCP Server in Production

How we connected a dog breeding platform to AgentForge β€” and what happened when AI agents could search dogs, check genetics, and submit buyer inquiries.

The Challenge

BreederOS is a SaaS platform for dog breeders β€” marketplace, genetics calculator, lead management. Great product, but discovery depends on Google SEO and Facebook ads.

We asked: what if AI agents could find dogs for their users?

Building the MCP Server

We created 6 tools that agents can call:

  • search_dogs β€” find dogs by breed, gender, price
  • get_dog_details β€” health records, welfare scores, photos
  • list_breeds β€” available breeds with counts
  • get_breeder_profile β€” verified breeder info
  • submit_inquiry β€” buyer lead without browsing
  • calculate_compatibility β€” genetic COI analysis

Total development time: 2 hours. The MCP server is just a thin API layer over existing database queries.

The Result

An AI agent can now say: "I found 3 Golden Retrievers near you. Aria has a welfare score of 94 and her breeder is verified. Want me to send an inquiry?"

No ads. No SEO tricks. Just the best match.

What's Next

We're registering more KOWEX apps as MCP servers β€” wedding planning (WedBliss), accommodation management (GuestFlow), and more. Each one becomes a new storefront in the agent economy.

AgentForge

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