MCP Masterclass

MCP Mastery for AI Agent PMs

The Complete Curriculum: Build, Secure, Scale, Monetize, and Lead

Author: Nitin Bhatnagar · MCP Decoded series

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What This Is

MCP (Model Context Protocol) is the universal open standard that lets AI agents connect to every tool, database, and service in the world. Every major AI platform — Claude, ChatGPT, Cursor, Gemini, Microsoft Copilot, VS Code — now supports it. With 97M+ monthly SDK downloads and 10,000+ active servers, MCP is becoming the default infrastructure layer for AI agents.

This curriculum teaches you everything. Not just what MCP is — but how to design products on top of it, secure it, deploy it at scale, monetize it, and lead the organizational change it requires.

Built specifically for Product Managers, Directors of Product, and Heads of AI who want to go from "I've heard of MCP" to "I'm the most informed person in the room when MCP comes up."

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How This Curriculum Works

Every week follows the same rhythm:

| Asset | What it is | Why it matters | |-------|-----------|----------------| | Concept Notebook | Google Colab notebook: read, run, understand | Primary learning format — self-contained | | Lab Notebook | Google Colab: build something step-by-step | Applied learning with expected outputs | | Quiz | 10 MCQ + scenario exercise | Verify understanding before moving on | | Flashcards | 15 Q/A cards per week (Anki-importable) | Retention at scale | | Templates | Strategy docs, matrices, checklists | Immediate on-the-job use |

> The Colab notebooks are the primary learning format. A student can open any notebook and learn everything without reading the companion markdown files. Rich explanation blocks appear between every code cell.

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Learning Paths

Choose the path that matches your timeline and goals:

| Path | Phases | Weeks | Hours | Best For | |------|--------|-------|-------|----------| | Fast Track | 1, 2, 5, 6, 8 + Capstone | 14 modules | ~50 hrs | PMs who need strategic fluency fast | | Standard | 1–7 + Phase 8 (Week 21) + Capstone | 20 modules | ~80 hrs | PMs actively building or evaluating MCP | | Full Mastery | All 10 phases + Capstone | 27 modules | ~120 hrs | PMs who want to be the go-to MCP expert |

→ See [LEARNINGPATHS.md](LEARNINGPATHS.md) for the exact week-by-week schedule for each path.

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Prerequisites

Before you start, make sure you have what you need.

→ See [PREREQUISITES.md](PREREQUISITES.md) for the full checklist (spoiler: it's lighter than you think).

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Curriculum Overview

Phase 1 — Zero to Working

From "what is MCP?" to a running server on your machine 3 weeks · ~12 hours · All paths

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 1](phase-1-zero-to-working/week-01-what-is-mcp/) | What Is MCP and Why It Won | Explain the M×N problem; run a working server | | [Week 2](phase-1-zero-to-working/week-02-protocol-mechanics/) | How MCP Actually Talks: Protocol Mechanics | Trace all 6 steps of an MCP conversation | | [Week 3](phase-1-zero-to-working/week-03-ecosystem-map/) | The MCP Ecosystem Map | Navigate the server registry; evaluate any MCP server |

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Phase 2 — Designing MCP Products

Build MCP-native features that users love and engineers respect 3 weeks · ~12 hours · Standard + Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 4](phase-2-designing-mcp-products/week-04-tool-design-principles/) | Tool Design Principles | Write tool descriptions that guide the LLM correctly | | [Week 5](phase-2-designing-mcp-products/week-05-server-patterns/) | Server Patterns | Choose between STDIO, HTTP, multi-tool, and resource servers | | [Week 6](phase-2-designing-mcp-products/week-06-testing-and-quality/) | Testing & Quality | Build a test harness; define quality standards for MCP |

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Phase 3 — Security Mastery

The threat model every PM must own before shipping MCP 3 weeks · ~12 hours · Standard + Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 7](phase-3-security-mastery/week-07-threat-model/) | Threat Model | Map every attack vector in MCP architecture | | [Week 8](phase-3-security-mastery/week-08-defense-architecture/) | Defense Architecture | Design layered security for MCP deployments | | [Week 9](phase-3-security-mastery/week-09-compliance-and-regulation/) | Compliance & Regulation | Map MCP to GDPR, SOC 2, HIPAA, and AI regulation |

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Phase 4 — Deployment and Scale

From local server to enterprise infrastructure 3 weeks · ~12 hours · Standard + Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 10](phase-4-deployment-and-scale/week-10-gateway-patterns/) | Gateway Patterns | Design an MCP gateway that handles auth, rate limiting, and routing | | [Week 11](phase-4-deployment-and-scale/week-11-deployment-progression/) | Deployment Progression | Build a deployment roadmap from prototype to enterprise | | [Week 12](phase-4-deployment-and-scale/week-12-observability-and-incidents/) | Observability & Incidents | Instrument MCP traffic; run incident response drills |

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Phase 5 — Product Strategy

MCP as a distribution channel, competitive weapon, and governance challenge 3 weeks · ~12 hours · Fast Track + Standard + Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 13](phase-5-product-strategy/week-13-mcp-as-distribution/) | MCP as Distribution | Build an MCP-first GTM strategy | | [Week 14](phase-5-product-strategy/week-14-competitive-strategy/) | Competitive Strategy | Map the competitive landscape; identify your moat | | [Week 15](phase-5-product-strategy/week-15-governance-and-org-design/) | Governance & Org Design | Design an MCP governance framework for your organization |

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Phase 6 — Monetization

Token economics, pricing models, and business model design for MCP 2 weeks · ~8 hours · Fast Track + Standard + Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 16](phase-6-monetization/week-16-token-economics/) | Token Economics | Build a token cost model for your MCP product | | [Week 17](phase-6-monetization/week-17-business-models/) | Business Models | Design a monetization strategy for an MCP-native product |

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Phase 7 — Multi-Agent Architecture

When your agent talks to other agents 3 weeks · ~12 hours · Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 18](phase-7-multi-agent-architecture/week-18-multi-agent-fundamentals/) | Multi-Agent Fundamentals | Design an orchestrator–subagent architecture | | [Week 19](phase-7-multi-agent-architecture/week-19-agent-identity-and-trust/) | Agent Identity & Trust | Implement agent authentication and authorization | | [Week 20](phase-7-multi-agent-architecture/week-20-advanced-orchestration/) | Advanced Orchestration | Build a working multi-agent system with MCP |

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Phase 8 — Maturity and Transformation

Assess where you are; plan how to get to enterprise-grade 1 week · ~4 hours · Fast Track + Standard + Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 21](phase-8-maturity-and-transformation/week-21-maturity-model/) | MCP Maturity Model | Score your organization on the MCP maturity model |

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Phase 9 — Domain Applications

MCP in the wild: developer tools, enterprise ops, consumer products, regulated industries 5 weeks · ~20 hours · Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 22](phase-9-domain-applications/week-22-developer-tools/) | Developer Tools | Design an MCP-native developer tool | | [Week 23](phase-9-domain-applications/week-23-enterprise-operations/) | Enterprise Operations | Build an enterprise MCP deployment plan | | [Week 24](phase-9-domain-applications/week-24-customer-facing-products/) | Customer-Facing Products | Design an MCP-powered customer experience | | [Week 25](phase-9-domain-applications/week-25-healthcare-and-fintech/) | Healthcare & Fintech | Navigate regulated-industry MCP deployments | | [Week 26](phase-9-domain-applications/week-26-legal-supply-chain-education/) | Legal, Supply Chain, Education | Apply MCP patterns across three new domains |

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Phase 10 — Building an MCP-First Organization

Lead the transformation, not just understand it 1 week · ~4 hours · Full Mastery

| Week | Topic | Key Outcome | |------|-------|-------------| | [Week 27](phase-10-building-mcp-first-org/week-27-team-roadmap-leadership/) | Team, Roadmap & Leadership | Build a 90-day MCP transformation roadmap |

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Capstone Project

| Deliverable | Description | |-------------|-------------| | [Project Brief](capstone/project-brief.md) | Design and pitch a complete MCP-powered product | | [Evaluation Rubric](capstone/evaluation-rubric.md) | How your submission will be scored | | [Example Submission](capstone/example-submission/) | A complete example to learn from |

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Repository Map

mcp-masterclass/
│
├── README.md                          ← You are here
├── PREREQUISITES.md                   ← What you need before starting
├── LEARNING_PATHS.md                  ← Fast Track / Standard / Full Mastery
│
├── phase-1-zero-to-working/           ← Weeks 1–3
├── phase-2-designing-mcp-products/    ← Weeks 4–6
├── phase-3-security-mastery/          ← Weeks 7–9
├── phase-4-deployment-and-scale/      ← Weeks 10–12
├── phase-5-product-strategy/          ← Weeks 13–15
├── phase-6-monetization/              ← Weeks 16–17
├── phase-7-multi-agent-architecture/  ← Weeks 18–20
├── phase-8-maturity-and-transformation/ ← Week 21
├── phase-9-domain-applications/       ← Weeks 22–26
├── phase-10-building-mcp-first-org/   ← Week 27
│
├── capstone/                          ← Final project
├── templates/                         ← All 36 templates in one place
├── flashcards/                        ← Master deck (405 cards) + Anki CSV
├── resources/
│   ├── glossary.md                    ← 100+ terms defined
│   ├── mcp-server-registry.md         ← Curated server list by category
│   ├── recommended-reading.md         ← Books, specs, papers
│   ├── mcp-spec-changelog.md          ← Every spec version annotated
│   └── tools-and-setup.md             ← Environment setup guide
│
└── notebooks/                         ← All Colab .ipynb files by week
    ├── week-01/
    ├── week-02/
    └── ... (week-27)

Inside Every Week Folder

week-XX-topic/
├── README.md              ← Week overview, outcomes, time estimate
├── concepts/              ← Deep-dive markdown per concept (01, 02, 03...)
├── labs/                  ← Lab instruction markdown files
├── code/                  ← Standalone Python files + requirements.txt
├── notebooks/             ← concepts.ipynb + lab.ipynb (Colab-ready)
├── quiz/                  ← quiz.md: 10 MCQ + scenario, answers included
├── flashcards/            ← flashcards.md: 15 Q/A cards
└── templates/             ← Week-specific templates (where applicable)

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About the Author

Nitin Bhatnagar is a Leader of Product Management focused on AI agent infrastructure. This curriculum grew out of the MCP Decoded article series — five deep-dive articles on what MCP is, how it works, where the security risks hide, how to deploy it safely, and how to think about it strategically.

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License

MIT License. Use freely. Attribution appreciated.

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Built with the conviction that the best AI PMs don't just know what the tools do — they know why the architecture is shaped the way it is.

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: nitin2468git
• Source: nitin2468git/MCP-Masterclass
• License: MIT
• Homepage: https://mcp-masterclass.vercel.app

Install and usage instructions live in the source repository linked above.