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MCP Concepts

Model Context Protocol, or MCP, gives AI applications a standard way to connect to external tools and context.

Kavrynt does not replace MCP. Kavrynt helps teams operate MCP servers.

Basic Roles

Role Meaning
AI client Application or agent that wants to use tools or context.
MCP server Service that exposes capabilities to an AI client.
Tool Action or capability exposed by an MCP server.
Gateway Stable entry point between clients and registered servers.
Registry Catalog of known MCP servers and their metadata.

Why A Control Plane Helps

When one developer runs one MCP server locally, direct connection is enough.

When many teams run many MCP servers, teams need:

  • Discovery
  • Ownership metadata
  • Stable routes
  • Runtime visibility
  • Approval and policy hooks
  • Audit history

Kavrynt starts with discovery, registration, routing, and Kubernetes operation.

What Kavrynt Does Not Do Yet

The MVP does not yet provide full enterprise governance. The following are planned areas:

  • Authentication and authorization
  • Hosted UI
  • Tenant isolation
  • Advanced policy enforcement
  • Tool risk scoring
  • Durable audit storage