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Build MCP Tools with FastMCP and Vibe Coding

Course Information

  • Sessions 1 day
  • Duration 7.5 hrs
  • Level Intermediate
  • Assessment NA

Venue

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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.

Build MCP Tools with FastMCP and Vibe Coding

Course Code: C1231
AI Vibe Coding Series

5 Review(s) | Add Your Review

What's This Course About

Master the art of building powerful MCP (Model Context Protocol) tools using FastMCP and Vibe Coding in this comprehensive hands-on course. Learn how to design, develop, and deploy intelligent tools that seamlessly connect AI assistants to real-world applications and workflows. From understanding MCP architecture to creating structured APIs and tool functions, this course equips you with the skills to build production-ready MCP servers that enhance AI capabilities across platforms and industries.

Take your AI development expertise to the next level by leveraging Vibe Coding for rapid, AI-assisted tool creation. Discover how to iterate and refine MCP tools using structured prompts, integrate them with leading AI platforms, and manage security, performance, and scalability. Whether you are automating business processes or extending AI assistant functionality, this course provides the practical knowledge and real-world use cases you need to deliver robust, reliable MCP tool solutions.

WSQ Funding

Full Fee ₵1,500.00 Before GST
GST ₵135.00 9% of fee
Baseline Nett ₵885.00 SG/PR age 21+ · 50% funded
MCES / SME Nett ₵585.00 SG age 40+ · 70% funded

Course Fee

₵1,500.00

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: Getting Started with MCP and FastMCP

  • Overview of Model Context Protocol (MCP) architecture
  • Understanding MCP tools, resources, and prompts
  • Installing and configuring FastMCP
  • Setting up the development environment for MCP servers
  • Creating a basic MCP tool using FastMCP
  • Testing MCP tools with AI clients

Topic 2: Developing MCP Tools with Vibe Coding

  • Introduction to Vibe Coding for rapid AI-assisted development
  • Designing MCP tools for real-world workflows
  • Building MCP tools with FastMCP using structured prompts
  • Creating APIs and tool functions for MCP servers
  • Connecting MCP tools to AI assistants and applications
  • Iterating and improving MCP tools using Vibe Coding

Topic 3: Deploying and Integrating MCP Tools

  • Packaging and deploying FastMCP servers
  • Integrating MCP tools with AI platforms and applications
  • Security and permission management for MCP tools
  • Performance optimization and debugging
  • Managing tool scalability and reliability
  • Real-world use cases of MCP tools in automation and AI workflows

Course Info

Prerequisite

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

  • Basic HTML
  • Basic CSS
  • Basic Javascript
  • Basic Python

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?
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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?
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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
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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)

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