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MCP
What MCP solves, how hosts, clients, servers, tools, resources, and prompts fit together, and how to connect, configure, test, and troubleshoot an existing server you trust.
2 modules · 12 lessons. Readable online with no signup, or offline as a PDF or EPUB via the free newsletter.
View course (opens in new tab)Curriculum
- 1
Understand MCP
Learn the protocol roles, primitives, lifecycle, and where MCP fits.
- 01 What MCP solves
- 02 Hosts, clients, and servers
- 03 MCP, APIs, and function calling
- 04 Tools, resources, and prompts
- 05 Requests, discovery, and protocol versions
- 06 Check your understanding: MCP foundations
- 2
Connect an existing server
Choose, configure, test, and troubleshoot a server you trust.
- 07 Choose a server you trust
- 08 Read a server configuration
- 09 Generate and install the configuration
- 10 Make a controlled first call
- 11 Troubleshoot a connection
- 12 Check your understanding: connect a server
Author
Flavio CopesMore from Flavio Copes
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Turn a repeated workflow into an Agent Skill, design its discovery and activation, write SKILL.md, bundle scripts, references, and assets, then evaluate, secure, and ship it.
AI Fundamentals
How language models work, writing prompts and project rules, curating context, agents and tools, verifying AI output, and using AI safely.
Build a Language Model on Your Mac
Train a small language model with Language Model Builder on a Mac. Covers tokens and embeddings, designing the run, pre-training and reading loss, fine-tuning with SFT and DPO, and comparing checkpoints in a lab report.
Build with MCP
Build a TypeScript MCP server with tools, resources, and prompts, move it to remote HTTP with authorization and security boundaries, then deploy and review it.
Local AI Models
Choose an open-weight model that fits your hardware, run it locally with Ollama and Node.js, build a private AI feature with structured output and fallbacks, and operate local AI responsibly.
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