AI learning guide

Best AI resources for MCP and context engineering

Learn skills, memories, subagents, MCP servers, and context design for coding agents and tool-connected AI apps.

Best TypeScript MCP tutorial: Model Context Protocol Tutorial. Matt Pocock's guide to building MCP servers and connecting Claude Code. Start here if you want to build and package a real MCP server.

Best context-engineering course: Hugging Face Context Course. Free Hugging Face course on context engineering for coding agents. Use it for skills, subagents, hooks, and MCP-shaped context design.

Best official OpenAI reference: OpenAI MCP and connectors. Official OpenAI guide for MCP servers and connectors. Use it when wiring tools into OpenAI agent workflows.

Context design is now an engineering skill

Coding agents and tool-connected assistants only work well when they receive the right context at the right time. MCP, skills, subagents, project instructions, memories, and hooks are all ways of shaping that context.

Matt Pocock's MCP tutorial is a good build-first path. Hugging Face's Context Course teaches the broader discipline. Official OpenAI and Anthropic docs matter when the integration needs to match current product behavior.

Good context is selective

The answer is not to dump everything into the model. Good context engineering decides what the assistant needs, what it can retrieve, what should become a tool, what belongs in memory, and what must stay behind permissions.

A strong resource should show how context fails: stale instructions, overloaded chats, missing files, unclear tool descriptions, and handoffs that lose the important facts.

Recommended courses and resources

  1. AI Skills for Real Engineers

    Skills catalog · Matt Pocock · Intermediate

    You want a reusable skill system for agentic coding, including /grill-me, /grill-with-docs, /to-prd, /to-issues, /tdd, /triage, /handoff, /prototype, and review workflows.

  2. AI SDK v6 Crash Course

    Workshop · Matt Pocock · Intermediate

    You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns.

  3. Model Context Protocol Tutorial

    Free tutorial · Matt Pocock · Intermediate

    You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution.

  4. AI Coding Dictionary

    Dictionary · Matt Pocock · Beginner to intermediate

    You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work.

  5. Learn Anything With My /teach Skill

    Guide / Claude skill · Matt Pocock · Beginner to intermediate

    You want Claude to act as a personalized teacher that creates a learning mission, finds resources, generates interactive lessons, quizzes you, and keeps progress records.

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About this guide

Author: Learnetto Editorial Team. Learnetto maintains this AI learning directory by organizing public course pages, official documentation, educator material, and practical learning resources.

How it is made: Learnetto uses public course pages, official documentation, educator material, and directory data to compile these recommendations. AI may help draft and organize the page, but recommendations are checked against the listed sources, page topic, and learner intent.

Review policy: We only add a named personal reviewer when that person has substantially reviewed the page. Until then, the page is attributed to Learnetto rather than a founder, editor, or individual expert.

Last updated: June 18, 2026. Suggest a correction if a course, doc, or recommendation is outdated.

Videos to watch

How to Build for AI Agents and a Claude Code Second Brain in 25 Min | Ryan Wiggins video thumbnail

How to Build for AI Agents and a Claude Code Second Brain in 25 Min | Ryan Wiggins

Peter Yang

Educators and sources

Educator / source Best for Skills Start with
Developers and self-directed learners building with AI coding agents AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning Use LLM Fundamentals or the AI Engineer Roadmap if you need concepts, the Vercel AI SDK Tutorial or AI SDK v6 Crash Course if you want to build apps, and the AI Skills catalog if you want practical agent workflows like /teach, /grill-me, /tdd, and /triage.
Women over 40, creators, coaches, beginners AI creator skills, Digital products, AI art, Canva, Side hustles Start with the weekly beginner training and create one simple digital product or AI art asset.
Non-technical operators, creators, business builders Claude Skills, Claude Code, AI workflows, Business automation Start with the Claude Skills and non-technical Claude Code guides, then install or adapt one workflow skill for a real business task.
Beginners and career switchers AI literacy, Data skills, Career learning, Prompting Use beginner learning-roadmap videos to choose a first path.

Resources

AI Skills for Real Engineers

Skills catalog · Matt Pocock · Intermediate

You want a reusable skill system for agentic coding, including /grill-me, /grill-with-docs, /to-prd, /to-issues, /tdd, /triage, /handoff, /prototype, and review workflows.

AI SDK v6 Crash Course

Workshop · Matt Pocock · Intermediate

You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns.

Model Context Protocol Tutorial

Free tutorial · Matt Pocock · Intermediate

You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution.

AI Coding Dictionary

Dictionary · Matt Pocock · Beginner to intermediate

You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work.

Learn Anything With My /teach Skill

Guide / Claude skill · Matt Pocock · Beginner to intermediate

You want Claude to act as a personalized teacher that creates a learning mission, finds resources, generates interactive lessons, quizzes you, and keeps progress records.

5 Agent Skills I Use Every Day

Guide · Matt Pocock · Intermediate

You want a practical entry point into Matt's everyday agent skills and how they fit into real software work.

A Complete Guide To AGENTS.md

Guide · Matt Pocock · Intermediate

You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries.

My Skill Makes Claude Code GREAT At TDD

Guide / Claude skill · Matt Pocock · Intermediate

You want an agent workflow that implements behavior with a red, green, refactor loop instead of jumping straight to broad code changes.

grill-with-docs: Align Before You Build

Guide / Claude skill · Matt Pocock · Intermediate

You want an AI interview process that uses docs and domain language to clarify a feature before implementation starts.

Hugging Face MCP Course

Free course · Hugging Face · Beginner to intermediate

You want a free structured MCP path with concepts, assignments, SDKs, and a certificate route.

OpenAI MCP and connectors

Guide · OpenAI · Intermediate

You need the official OpenAI path for wiring MCP servers and connectors into agent workflows instead of inventing your own tool contract.

Anthropic Academy

Official learning hub · Anthropic · Beginner to advanced

You want official Anthropic courses for AI fluency, Claude Code, MCP, or Claude API development before diving into narrower docs.

Anthropic MCP guide

Guide · Anthropic · Intermediate

You want Anthropic's official guidance for exposing tools and data to Claude through MCP instead of only reading the base spec.