• Home
  • AI Vibe Coding for MCP Tool Development

AI Vibe Coding for MCP Tool Development

Course Information

  • Sessions 1 day
  • Duration 15 hrs
  • Level Intermediate
  • Assessment NA

Venue

Course Brochure

Download Course Brochure

Certification

  • Certificate of Completion from Tertiary Courses - Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion from Tertiary Courses.

AI Vibe Coding for MCP Tool Development

Course Code: C1231
AI Vibe Coding Series

5 Review(s) | Add Your Review

Share

What's This Course About

Build MCP (Model Context Protocol) tools without wrestling with boilerplate. In this hands-on 2-day course you will use AI coding assistants—Cursor, GitHub Copilot and Claude—to vibe code MCP servers end to end with FastMCP: describe the tool you want in plain English, let the AI generate the code, then review, test and iterate with follow-up prompts. You will learn the prompting patterns that keep AI-generated MCP tools correct, secure and reliable when connected to real AI assistants.

Over four practical topics you will vibe code the full MCP workflow—from standing up your first FastMCP server, to building tool functions, resources and prompt templates, connecting them to APIs, databases and AI assistants, and finally deploying and securing production-ready MCP servers. By the end of the course, you will have working MCP tools you built with AI assistance and a repeatable AI vibe coding workflow you can apply to any AI integration project.

Course Fee

₵700.00

Course Date

Additional Note

Please bring your own laptop for hands-on training. If you don't have laptop, we can provide spare laptop for training use.

Post-Course Support

  • We provide free consultation related to the subject matter after the course.
  • Please email your queries to info@tertiarycourses.com.gh and we will forward your queries to the subject matter experts and get back to you as soon as possible.

Cancellation & Reschedule Policy

  • We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
  • Note: the venue of the training is subject to changes due to class size and availability of the classroom. The minimum class size to start a class is 3 Pax.

Course Details

Course Details

What You'll Learn

Topic 1 AI Vibe Coding for MCP Fundamentals

  • What Is AI Vibe Coding
  • Setting Up Cursor, GitHub Copilot and Claude for MCP Development
  • Overview of Model Context Protocol (MCP) Architecture
  • Understanding MCP Tools, Resources and Prompts
  • Installing and Configuring FastMCP
  • Vibe Coding Your First MCP Server

Topic 2 Vibe Coding MCP Tools with FastMCP

  • Designing MCP Tools for Real-World Workflows
  • Vibe Coding Tool Functions from Plain-English Prompts
  • Adding Resources and Prompt Templates to MCP Servers
  • Handling Inputs, Outputs and Errors in MCP Tools
  • Testing MCP Tools with AI Clients
  • Reviewing and Debugging AI-Generated MCP Code

Topic 3 Connecting MCP Tools to AI Assistants and APIs

  • Connecting MCP Servers to Claude and Other AI Assistants
  • Vibe Coding API Integrations for MCP Tools
  • Working with Databases and Files from MCP Tools
  • Authentication and Permission Management for MCP Tools
  • Iterating and Improving MCP Tools with Follow-Up Prompts

Topic 4 Deploying and Scaling MCP Tools

  • Packaging and Deploying FastMCP Servers
  • Local and Remote MCP Transports (stdio and HTTP)
  • Security Best Practices for MCP Tools
  • Performance Optimisation and Debugging
  • Real-World Use Cases of MCP Tools in AI Workflow Automation
  • Capstone: Vibe Code an End-to-End MCP Tool

Course Info

Prerequisite

This is a intermediate level course. The following prerequisite is assumed

Software Requirement

Please download and install the following software prior to the class

Job Roles

Job Roles

  • AI Tools Developer
  • MCP Solutions Engineer
  • AI Integration Specialist
  • Full Stack AI Developer
  • AI Automation Engineer
  • DevOps Engineer (AI Platforms)
  • AI Product Developer
  • Software Engineer (AI Tools)
  • AI Platform Architect
  • Machine Learning Engineer
  • AI Workflow Automation Specialist
  • Backend Developer (AI Services)
  • API Developer
  • AI Solutions Consultant
  • Conversational AI Developer
  • AI Infrastructure Engineer
  • Technical Lead (AI Development)
  • AI Application Developer
  • Prompt Engineer
  • AI Systems Integrator

Trainers

Trainers

is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies

Review

Customer Reviews (5)

Great practical training Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Well organised course with clear objectives. The step-by-step approach made it easy to follow. (Posted on 6/16/2026)
Very informative Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The trainer was knowledgeable and explained the concepts clearly with real-world examples. (Posted on 4/3/2026)
Would attend again Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Very engaging session. The trainer patiently answered all our questions and gave useful tips. (Posted on 3/25/2026)
Fantastic experience Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The course materials were detailed and easy to reference afterwards. Great value for money. (Posted on 2/5/2026)
Learned a lot Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The trainer is an expert in the subject and shared many practical insights from real projects. (Posted on 1/15/2024)

Write Your Own Review

You're reviewing: AI Vibe Coding for MCP Tool Development

How do you rate this product? *

  1 star 2 stars 3 stars 4 stars 5 stars
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment