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FastMCP Demo

FastMCP Demo

by gogouravr

FastMCP Demo - TypeScript MCP Server

A demonstration project to understand the Model Context Protocol (MCP) using TypeScript. This project implements a basic MCP server with tools, resources, and prompts.

What is MCP?

The Model Context Protocol (MCP) is a standardized protocol that enables AI assistants to securely access external data sources and tools. It provides a way for AI models to:

  • Tools: Execute functions and operations

  • Resources: Access data and information

  • Prompts: Use predefined prompt templates

Related MCP server: Hello World MCP Server

Project Structure

fast-mcp/
├── src/
│   └── index.ts          # Main MCP server implementation
├── dist/                 # Compiled JavaScript (generated)
├── package.json          # Project dependencies
├── tsconfig.json         # TypeScript configuration
└── README.md            # This file

Features

This demo server includes:

Tools

  • hello: A simple greeting tool that welcomes users

  • calculate: Performs basic arithmetic operations (add, subtract, multiply, divide)

Resources

  • demo://example: A simple text resource

  • demo://config: Server configuration in JSON format

Prompts

  • greet_user: Generates a greeting message for a user

  • explain_mcp: Provides an explanation of what MCP is

Setup

  1. Install dependencies:

    npm install
  2. Build the project:

    npm run build
  3. Run the server:

    npm start

    Or use the development mode with auto-reload:

    npm run dev

How MCP Works

Server Initialization

The server is created with capabilities for tools, resources, and prompts:

const server = new Server(
  { name: "fast-mcp-demo", version: "0.1.0" },
  {
    capabilities: {
      tools: {},
      resources: {},
      prompts: {},
    },
  }
);

Transport

This server uses stdio (standard input/output) transport, which means it communicates via stdin/stdout. This is the most common transport for MCP servers.

Request Handlers

Each capability requires request handlers:

  • ListToolsRequestSchema - Lists available tools

  • CallToolRequestSchema - Executes a tool

  • ListResourcesRequestSchema - Lists available resources

  • ReadResourceRequestSchema - Reads a resource

  • ListPromptsRequestSchema - Lists available prompts

  • GetPromptRequestSchema - Gets a prompt with arguments

Testing with MCP Clients

To test this server, you'll need an MCP client. Popular options include:

  1. Claude Desktop - Add the server to your MCP configuration

  2. MCP Inspector - A debugging tool for MCP servers

  3. Custom MCP Client - Build your own using the MCP SDK

Example Configuration (Claude Desktop)

Add to your Claude Desktop MCP settings:

{
  "mcpServers": {
    "fast-mcp-demo": {
      "command": "node",
      "args": ["/path/to/fast-mcp/dist/index.js"]
    }
  }
}

Learning Path

This project was built incrementally to understand MCP concepts:

  1. ✅ Initial Setup - TypeScript configuration and dependencies

  2. ✅ Basic Server - Simple server with hello tool

  3. ✅ Resources - Added resource reading capabilities

  4. ✅ Prompts - Added prompt templates

  5. ✅ Advanced Tools - Added calculate tool with error handling

Key Concepts

Tools

Tools are functions that the AI can call. They have:

  • A name and description

  • An input schema (JSON Schema)

  • Execution logic that returns results

Resources

Resources are data sources that can be read. They have:

  • A URI identifier

  • A name and description

  • A MIME type

  • Content that can be retrieved

Prompts

Prompts are template messages that can be used to guide AI interactions. They have:

  • A name and description

  • Optional arguments

  • Message templates

Next Steps

To extend this demo, consider:

  • Adding file system resources

  • Implementing authentication

  • Adding more complex tools (API calls, database queries)

  • Using different transports (SSE, HTTP)

  • Adding logging and error handling middleware

  • Implementing caching for resources

Resources

License

MIT

Available Tools

2 tools
calculateC

Perform basic arithmetic calculations

Inputs: operation (required), a (required), b (required).

helloC

A simple greeting tool that says hello

Inputs: name (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    B3/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have completely distinct purposes: 'calculate' handles arithmetic operations, while 'hello' provides a greeting. There is no overlap or ambiguity between these functions, making it easy for an agent to select the correct tool.

    Naming Consistency5/5

    Both tool names follow a consistent pattern of using simple, descriptive verbs ('calculate', 'hello') without any mixing of conventions like camelCase or snake_case. The naming is straightforward and predictable.

    Tool Count2/5

    With only two tools, the server feels thin and under-scoped for a general-purpose demo. While the tools are distinct, the count is too low to meaningfully cover a domain or provide a coherent set of operations, limiting utility.

    Completeness1/5

    The server lacks a clear domain, making it impossible to assess coverage meaningfully. The tools are trivial and unrelated (arithmetic and greeting), offering no cohesive workflow or lifecycle, which severely limits agent functionality.

    Maintenance

    ActivityInactive
    ResponsivenessOutdated data

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