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The examples follow the same user journey:
  1. clone a small working project;
  2. connect it to GroundForge;
  3. inspect the discovered capabilities;
  4. add a Channel when the example uses an Agent;
  5. apply a Gateway rule;
  6. send a request;
  7. review the Trace or Operator Task.

modelcontextprotocol/quickstart-resources

Learn MCP Discovery, inventory, Gateway rules, and governed execution.

groundforgeai/demo

Learn external-Agent registration, Channels, adapters, governance, and Traces.

Weather MCP path

Start the Weather MCP Example. It exposes:

LangChain Agent path

Start the LangChain Agent Example, then compare LangChain Agent with Adapters.
Last modified on July 27, 2026