Model Context Protocol (MCP) Training

Learn via : Virtual Classroom / Online
Duration : 1 Day
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Eğitim Açıklaması

    LLM Integration and MCP Server Development – 1-Day Technical Program

    The objective of this training is to enable participants to understand the Model Context Protocol (MCP) architecture and securely integrate LLM-based systems with external environments such as APIs, file systems, databases, and Git.

    By the end of the training, participants will be able to understand the MCP architecture, build a simple MCP server, utilize MCP tools within Claude Code and Cursor environments, and design secure, enterprise-grade MCP architectures.

    Training Outcomes

    • Technical understanding of MCP architecture
    • Ability to develop a basic MCP server
    • Capability to integrate LLMs with external tools
    • Ability to design enterprise MCP architectures
    • Secure and auditable AI integration approach

Eğitim İçeriği Nedir?

1. What is MCP? (Theoretical Foundation)

  • Why LLMs cannot directly connect to the external world
  • Concept of tool calling
  • Motivation behind the emergence of MCP
  • MCP vs traditional REST integration
  • Context injection mechanism
  • MCP Client – MCP Server architecture

2. Building an MCP Server (Hands-on)

  • Defining tools and creating schemas
  • Input and output validation
  • Writing handler functions
  • JSON-RPC fundamentals
  • Running a local MCP server

3. Using MCP with Claude Code

  • Connecting MCP tools
  • Calling tools and processing responses
  • Plan-first + tool-calling approach
  • Data retrieval and analysis scenarios

4. Cursor + MCP Integration

  • Using tools in agent mode
  • Calling MCP during code generation
  • File system and Git integration

5. Security and Enterprise Controls

  • Tool scoping
  • Permission boundaries
  • Prompt injection risks
  • Output validation
  • Audit and logging mechanisms
  • Designing an on-prem MCP server

6. Final Hands-on Project

  • Building a simple MCP server
  • Integrating with Claude Code
  • Fetching data via tools
  • Generating reports
  • Implementing a security scenario