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FrankX.AI
Creator SystemsJan 16, 20263 min read403 words

Build Your First MCP Server: The Model Context Protocol Workshop

TL;DR

The MCP Server Architecture Workshop teaches you to build production-grade Model Context Protocol servers. MCP is the open standard connecting AI to your data through resources, tools, and prompts. Learn to create servers from scratch, implement security, and deploy to production.

Frank Riemer
FrankX
AI Architect & Independent Creator
Ex-Oracle AI Architect · Starlight & ACOS Systems
Learn to build production-grade MCP servers that connect AI to your data. Master resources, tools, and prompts with the open standard revolutionizing AI integration.
Reading Goal

You'll master production agent architecture, tool integration patterns, and resilient multi-agent orchestration systems.

Build Your First MCP Server: The Model Context Protocol Workshop

TL;DR: MCP (Model Context Protocol) is the open standard connecting AI to your data. This workshop teaches you to build production-grade MCP servers with resources, tools, and prompts.

The MCP Revolution

Before MCP, every AI integration was custom. Now there's a standard:

Before MCPAfter MCP
Custom integrationsStandard protocol
One-off solutionsReusable servers
Security per integrationBuilt-in security
Vendor lock-inUniversal compatibility

What is MCP?

MCP lets AI models connect to your data through three primitives:

Resources

Data exposed to the model:

  • Database schemas
  • File contents
  • API responses

Tools

Actions the model can take:

  • Query databases
  • Send messages
  • Execute commands

Prompts

Reusable templates:

  • Code review prompt
  • Documentation template
  • Analysis framework

Building Your First Server

Here's the basic structure:

import { Server } from "@modelcontextprotocol/sdk/server/index.js";

const server = new Server({
  name: "my-server",
  version: "1.0.0",
});

// Implement resources
server.setRequestHandler("resources/list", async () => ({
  resources: [{
    uri: "notes://all",
    name: "All Notes",
    mimeType: "application/json"
  }]
}));

// Implement tools
server.setRequestHandler("tools/list", async () => ({
  tools: [{
    name: "create_note",
    description: "Create a new note",
    inputSchema: {
      type: "object",
      properties: {
        title: { type: "string" },
        content: { type: "string" }
      }
    }
  }]
}));

Workshop Modules

  1. Fundamentals - Protocol architecture
  2. First Server - Build a notes server
  3. Advanced Patterns - Resource templates, validation
  4. Production - Security, deployment, monitoring

Popular MCP Servers

The ecosystem is growing fast:

ServerPurpose
PostgreSQLQuery databases naturally
GitHubManage repos and PRs
SlackSend messages, manage channels
FilesystemRead and write files

Why Learn MCP?

  • Standard protocol - Write once, use everywhere
  • Growing ecosystem - Hundreds of servers
  • Enterprise-ready - Security built in
  • Future-proof - The direction of AI integration

Start Building

Ready to build your first MCP server?

Start the Free Workshop →

The infrastructure layer of the AI age. Build the bridges.

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