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How LLMs Discover Your Model Context Protocol

Explore how LLMs discover MCPs and the importance of hosting a compliant MCP server.

Key Topics

1. The Three Discovery Rings
2. A Minimal .well-known Example
3. Publish in a Registry
4. Checklist for Rock-Solid Discoverability
5. Why “Thousands of MCPs” Won’t Break Anything
6. Further Reading

Summary

• Host a compliant MCP server.
• Expose a .well-known/mcp/servers.json on every relevant domain.
• List metadata in at least one public or enterprise registry.
• Keep OAuth scopes narrow and update manifest versions with schema changes.

Additional Resources

• How MCP Helps You Reclaim Lost Traffic from LLM-First Search
• Shopify’s Model Context Protocol (MCP)
• Every Interface Will Be an Agentic Interface

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