Learning roadmap

MCP & Tool Protocols

Give your agent hands it can trust: tool schemas that validate, an MCP server any client can discover, security boundaries that respect privilege, and compositions that turn single tools into workflows.

4 stages~8 h
That leaves 4 stages, ~8 hours of focused work. You can clear it in any order, but the stages compound — try them top-to-bottom your first time.
  1. You'll pick up:

    json schema args, server side validation, idempotency keys, widget shaped results, error messages for models

    Lab task

    Build a "tool contract bench": define a tool schema, fire 10 model attempts against it, show validation outcomes per attempt, and a retry-timeline proving the idempotency key made the duplicate harmless.

    Build it in the Lab
    Checkpoint

    One of your tools survives 10/10 model calls with valid arguments — and a duplicate call changes nothing.

What you'll be able to do
  • Design tool schemas an LLM calls correctly on the first try — validated, idempotent, and safe to retry.
  • Stand up an MCP server that Claude Desktop, Cursor, or any MCP client discovers and uses.
  • Draw the privilege boundary of your toolset before an attacker or a confused model does.
  • Compose three tools into one workflow with a trace you can actually debug.