MCP: Build Agents with Claude, Cursor, Flowise, Python & n8n
AI Automation & Agents the with Model Context Protocol – Python, n8n, LangChain, Server, Client, Prompts, Tools & RAG
Lo que serás capaz de hacer
The Model Context Protocol (MCP) is one of the most exciting new technologies in AI automation and agent development. Because Large Language Models (LLMs) need more than just prompts — they need context, tools, and external resources. With MCP, you can provide exactly that. But how does it work in practice? How do you build your own MCP servers? How do you use clients like Claude Desktop, Cursor, Windsurf, n8n or Flowise? And how can you automate, secure, and integrate it all into your own AI project? In this course, you'll learn exactly that – step by step, clearly explained, with many examples and ready-to-use workflows. Fundamentals: Understand and Use the Model Context Protocol Get a comprehensive overview of the MCP concept, how it works, and where to apply it Learn how tools, prompts, and resources can be connected to LLMs like Claude, GPT, or Gemini using MCP Start with practical tips, materials, and a dedicated course hub full of resources and curated references Understand the key principles of prompt engineering and how system prompts work in the MCP context Integrate MCP in Claude Desktop & Set Up Your First Servers Install Claude Desktop using Node.js and NVM and configure your first server structures Use JSON files and the official MCP installer to connect tools, databases, or your own APIs Understand different server types (tool servers, prompt servers, database MCPs) and their use cases Connect Claude Desktop with your local system or online services and enable API key–protected access Install Python using pyenv and set up the UV package manager for running your first local MCP server Combine MCP with Cursor, Vibe Coding & Python Set up Cursor as a flexible client, connect it to existing MCP servers (e.g., Zapier), and explore its limitations and strengths Use Vibe Coding and Python-based configurations to customize your MCP structure Manage API keys efficiently, understand pricing structures, and build your own cross-tool MCP setup Create, Host & Automate MCP Servers with n8n Learn how to install and configure n8n locally and use it as a full-featured MCP platform Create triggers and actions, and use custom nodes to connect Claude, Cursor, GitHub, or Google Drive Integrate Pinecone and other vector databases for RAG agents directly into your MCP server Learn how to host MCP servers on a VPS and keep them running 24/7 with secure access Use authentication options and GDPR-compliant hosting strategies for secure deployments Use MCP in Flowise, LangChain & LangGraph Install Flowise and build complex tool workflows (email, calendar, Airtable, web search) using Agent V2 Use LangGraph to manage multi-step agent processes with clear role separation and tool execution Manage Pinecone databases via SQLite, combine LangChain functionality, and build scalable automations Explore the Flowise interface and create your own assistants with full MCP integration Creative Projects & Specialized Workflows with MCP Build voice interfaces for your LLM and control your AI through speech input using MCP Automate 3D workflows in Blender with Claude, Python, and your own MCP server Use the OpenAI API with n8n to generate images automatically Share ideas with the community and explore creative or unconventional use cases Develop Your Own MCP Servers in Python Learn how to write MCP servers using Python and TypeScript – including prompt handling, tool integration, and resources Use the modelcontextprotocol Python SDK to develop your own Claude-compatible prompt templates Use the MCP Inspector for debugging and diagnostics, and expand your setup with Server-Sent Events (SSE) Understand all transport types for MCP: STDIO, SSE, and Streamable HTTP – when and how to use them Publish your MCP server on GitHub and explore hosting options like Cloudflare, AWS, or Azure Avoid common mistakes and apply best practices for stable, secure server development Security, Privacy & Legal Foundations Recognize and understand threats like tool poisoning, jailbreaks, prompt injections, and MCP rug pulls Secure your MCP server with API keys, authentication, and proper access control Understand key data privacy regulations like GDPR and the EU AI Act, and address the challenges of hosting generative AI Learn from real-world examples and get clear guidance on how to stay legally and technically compliant After the course… You will be able to build, host, develop, and integrate MCP-based agents into tools like Claude, n8n, Cursor, or Flowise. You will know how to create secure MCP servers, combine them for your own projects, and even offer them as a service. Whether for business or personal ideas – this course gives you full control over the MCP ecosystem.
- Introduction to the Model Context Protocol (MCP): Practical tips to get started with the course and how LLMs can be extended using tools, prompts, and resources
- MCP Basics & Tool Integration in Claude Desktop: Understand the JSON structure, compare server types, set up with Node.js, and install via the MCP Installer
- Build Your Own Workflows in Claude Desktop: Access local applications, integrate databases, and connect API keys for secure interactions
- Connect MCP with Cursor & Vibe Coding: Install Python via pyenv, understand the Cursor interface, connect to OpenAI or Claude, and use MCPs flexibly
- API Keys & Access Control: Setup for OpenAI, OpenRouter & more, understand pricing differences, limitations, and project setup within Cursor
- Host Your Own MCP Server in n8n: Install Node.js, cover basics like triggers and actions, understand MCP client vs. host, and configure your server securely
Temario
UNIDAD 1 - Introduction – Overview, Tips & Understanding the Model Context Protocol · 8 leccionesUNIDAD 1 - Introduction – Overview, Tips & Understanding the Model Context Protocol
UNIDAD 1 - Introduction – Overview, Tips & Understanding the Model Context Protocol
- Welcome
- Course Overview
- Important Tips for the Course
- Explanation of Course Links
- Key Resources
- Instructor Introduction: Arnold Oberleiter (Arnie)
- The Model Context Protocol Explained: Give LLMs Tools, Prompts & Resources
- Prompt Engineering Basics & System Prompts
UNIDAD 2 - MCP Basics in Claude Desktop & the Setup: Node.js, Python & NVM Installation · 14 leccionesUNIDAD 2 - MCP Basics in Claude Desktop & the Setup: Node.js, Python & NVM Installation
UNIDAD 2 - MCP Basics in Claude Desktop & the Setup: Node.js, Python & NVM Installation
- What You’ll Learn in This Section on MCP Basics
- MCP Docs
- Model Context Protocol (MCP): Official Documentation Overview
- Setup: Install Node.js, nvm, VS Code and Claude Desktop Quickly
- Claude Desktop Interface & Settings Overview
- Integrate MCP into Claude Desktop via JSON File
- Set Up Multiple MCP Servers Easily with the MCP Installer + Debugging via Logs
- Installing Python, pyenv & the uv Package Manager
- Quick Tip: Discover More MCP Servers & Clients on GitHub, MCP.so & more
- Set Up API Key Integration for Your MCP Server
- Problems with MCP servers that are no longer maintained
- One of the best MCP servers and the problem with it
- Claude Sonnet 5 and Fable 5
- Recap on Claude Desktop and MCP Basics: What to Remember
UNIDAD 3 - Integrating MCP in Cursor, Vibe Coding & API Keys · 6 leccionesUNIDAD 3 - Integrating MCP in Cursor, Vibe Coding & API Keys
UNIDAD 3 - Integrating MCP in Cursor, Vibe Coding & API Keys
- What We’ll Cover: Python, Cursor, Vibe Coding & API Keys
- Cursor Crash Course: Install, Explore the Interface & Start Vibe Coding
- Connect Cursor to Any MCP Server: Use Zapier for Free, GitHub, Slack & More
- Create API Keys: OpenAI API, OpenRouter, Pricing, Project Setup & Management
- Limitations of the Model Context Protocol with Cursor as a Client
- Recap on Cursor and MCP
UNIDAD 4 - MCP in n8n – Create Your Own Server & Client: Hosting, Security & More · 20 leccionesUNIDAD 4 - MCP in n8n – Create Your Own Server & Client: Hosting, Security & More
UNIDAD 4 - MCP in n8n – Create Your Own Server & Client: Hosting, Security & More
- What to Expect in the n8n & MCP Section
- Install n8n Locally with Node.js and Interface Overview
- Managing Node Versions (Fixing Errors in n8n Installation)
- Updating n8n Locally via Node.js
- n8n Basics: Triggers, Actions, Nodes, Models, MCP and More
- n8n workflow builder with AI
- Create MCP Server in n8n and Use the Google Cloud Console
- Connect your n8n MCP Server to Various Hosts: Claude, Cursor, n8n, Windsurf
- Secure Your MCP Server Properly: Set Up Authentication
- Add Tools to Your MCP Server & Use Zapier for Free in Claude
- Automatically Create Pinecone Vector Database via Google Drive for n8n MCP
- Problems with Pinecone Embeddings
- Export & Import n8n Workflows Easily (JSON Format)
- Build a RAG Agent and Integrate Vector Database into the MCP Server
- How to Integrate Multiple Vector Databases into Your MCP Server
- Connect Any API in n8n Using the HTTP Request Node
- Self-Host n8n: Make Your MCP Server Accessible from Anywhere – Even for Others
- Connect Every MCP Server (GitHub or Python Servers) to n8n via Community Node
- n8n Community Node: Common Issues with Prompts & Resource
- Recap: What to Remember
UNIDAD 5 - MCP in LangChain, LangGraph & Flowise · 11 leccionesUNIDAD 5 - MCP in LangChain, LangGraph & Flowise
UNIDAD 5 - MCP in LangChain, LangGraph & Flowise
- What We’ll Learn in This Section
- MCP in LangChain, LangGraph & Flowise: Key Differences
- Install Flowise locally with Node.js and Update It
- Flowise Interface & Marketplace: LangGraph Made Easy
- Tool Agent in Flowise with MCP: Emails, Calendar, Airtable, Web Search & More
- Pinecone Vector Database in Tool Agents for RAG (with SQLite Record Manager)
- Flowise AI Agents V2 with MCP
- Integrate Custom SSE MCPs into Flowise and a Postgres Database
- More Possibilities in Flowise
- Hosting Flowise on Render: Step‑by‑Step and a quick HTML lesson
- Recap on MCP with LangChain and Flowise
UNIDAD 6 - Special Workflows – Automations with Blender, Image Generation & More · 8 leccionesUNIDAD 6 - Special Workflows – Automations with Blender, Image Generation & More
UNIDAD 6 - Special Workflows – Automations with Blender, Image Generation & More
- What We’ll Cover in This Section
- Talk to Your LLM & MCP Server – How to Use Voice Input
- Automate Blender with MCP, Claude and Python and uvm
- Create an MCP Server with Memory: Persistent Context & Long-Term Recall
- Create an MCP Server for Image Generation (OpenAI API, n8n, Flux)
- Can ChatGPT Act as an MCP Host? Webhook & n8n Workaround Explained
- Connecting Flowise to n8n: Use HTTP Request & cURL Import
- Racap: Got Cool MCP Server or Workflow Ideas? Share Them With Us!
UNIDAD 7 - Program Your Own MCP Server – Step by Step in Python · 12 leccionesUNIDAD 7 - Program Your Own MCP Server – Step by Step in Python
UNIDAD 7 - Program Your Own MCP Server – Step by Step in Python
- What You’ll Learn Here: Program MCP Servers with Python & TypeScript
- Project Overview: Python Code, Structure & GitHub Repository Explained
- Program an MCP Server in Python with Tools (Python SDK) & start MCP Inspector
- MCP Inspector: Debug & Analyze Your Python MCP Server via STDIO Transport
- Create a Config File for Your Python MCP Server to Enable Host Connections
- Add Resources to Your Python MCP Server (Vibe Coding with Cursor)
- Add Prompt Templates Using the modelcontextprotocol Python SDK
- Use Different Transport Methods: STDIO, SSE & Streamable HTTP
- More Possibilities: Tips & Common Mistakes in Custom Server Development
- How to Publish Your MCP Server on GitHub – Step by Step (and other options)
- Hosting Options for Your Server: VM Setup with Cloudflare, AWS, Azure & More
- Recap: What to Remember
UNIDAD 8 - MCP Client (not needed for moste but here we go with a Overview) · 1 leccionesUNIDAD 8 - MCP Client (not needed for moste but here we go with a Overview)
UNIDAD 8 - MCP Client (not needed for moste but here we go with a Overview)
- Developing MCP Clients
UNIDAD 9 - Security, Privacy, GDPR & Common Issues with MCP · 9 leccionesUNIDAD 9 - Security, Privacy, GDPR & Common Issues with MCP
UNIDAD 9 - Security, Privacy, GDPR & Common Issues with MCP
- What We’ll Learn in This Section
- Simple Example of a Misbehaving Server (you got hacked)
- Tool Poisoning, MCP Rug Pulls & Other Security Vulnerabilities
- Common Attacks on LLMs: Jailbreaks, Prompt Injections & Data Poisoning
- Authentication and API Keys
- Avoid Accidental Deletion & Unwanted Full Access on Your Server
- Copyrights, Data Privacy, Censorship, License & Compliance
- Final Recap & My Thanks
- Bonus
Tu certificado lo emite la SEP, no solo una plataforma
Al demostrar la competencia recibes un certificado emitido por la Secretaría de Educación Pública a través del Gobierno del Estado de México: un documento oficial que puedes presentar con confianza ante cualquier empleador o institución.
Tu certificado con INEC
- Lo emite la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México
- Documento oficial con folio verificable en línea
- Lo otorga la Universidad Tecnológica Fidel Velázquez
Otras plataformas en línea
- Constancia privada emitida por la misma plataforma
- Solo acredita horas cursadas o asistencia
- Sin respaldo de una autoridad educativa
Tu itinerario, de la inscripción al certificado
- 1
Inscripción con pago único
Pagas $2,800 MXN una sola vez y entras de inmediato al curso.
- 2
Estudias a tu ritmo
9 unidades con videos, lecturas y actividades, disponibles 24/7 durante 12 meses.
- 3
Cuestionarios por unidad
Cuestionarios para comprobar lo aprendido.
- 4
Certificado
Emitido por la SEP a través del Gobierno del Estado de México, con folio verificable.
Un certificado oficial de la SEP
- Emitido por la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México. No es una constancia privada: es un documento oficial, y ese respaldo marca la diferencia frente a otras plataformas en línea.
- Contenido impartido por Arnold Oberleiter.
- Folio y QR verificables para compartirlo con quien te contrate.
Empieza hoy, a tu ritmo
Un solo pago y acceso inmediato al curso completo durante 12 meses.
- 9 unidades · 89 lecciones · 45 h
- 12 meses de acceso
- Certificado emitido por la SEP (Gob. del Estado de México) con folio verificable
Sobre tu inscripción
¿Cómo es el pago?
Un solo pago de $2,800 MXN. No hay mensualidades ni cargos recurrentes.
¿Cuánto tiempo tengo acceso?
12 meses desde tu inscripción, 24/7, para avanzar a tu ritmo.
¿Quién imparte el contenido?
El curso es impartido por Arnold Oberleiter; INEC gestiona tu inscripción, evaluación y certificado.
¿Qué pasa cuando vence mi acceso?
Puedes renovar tu cuenta tú mismo desde la plataforma, sin trámites ni esperas.


