About Example
Example is an MCP server published by alejandro-ao in the Developer Tools category: a simple MCP server to search for documentation (tutorial).
The repository has 162 stars and 63 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.
Install
git clone https://github.com/alejandro-ao/mcp-server-exampleThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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- ✓README presentThe repository ships documentation.
- ✓License declaredUsable under a stated license.
- !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
- ✓Dependencies pinnedA lockfile pins dependency versions.
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README
MCP Server Example
This repository contains an implementation of a Model Context Protocol (MCP) server for educational purposes. This code demonstrates how to build a functional MCP server that can integrate with various LLM clients.
To follow the complete tutorial, please refer to the YouTube video tutorial.
What is MCP?
MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications - it provides a standardized way to connect AI models to different data sources and tools.

Key Benefits
- A growing list of pre-built integrations that your LLM can directly plug into
- Flexibility to switch between LLM providers and vendors
- Best practices for securing your data within your infrastructure
Architecture Overview
MCP follows a client-server architecture where a host application can connect to multiple servers:
- MCP Hosts: Programs like Claude Desktop, IDEs, or AI tools that want to access data through MCP
- MCP Clients: Protocol clients that maintain 1:1 connections with servers
- MCP Servers: Lightweight programs that expose specific capabilities through the standardized Model Context Protocol
- Data Sources: Both local (files, databases) and remote services (APIs) that MCP servers can access
Core MCP Concepts
MCP servers can provide three main types of capabilities:
- Resources: File-like data that can be read by clients (like API responses or file contents)
- Tools: Functions that can be called by the LLM (with user approval)
- Prompts: Pre-written templates that help users accomplish specific tasks
System Requirements
- Python 3.10 or higher
- MCP SDK 1.2.0 or higher
uvpackage manager
Getting Started
Installing uv Package Manager
On MacOS/Linux:
curl -LsSf https://astral.sh/uv/install.sh | sh
Make sure to restart your terminal afterwards to ensure that the uv command gets picked up.
Project Setup
- Create and initialize the project:
# Create a new directory for our project
uv init mcp-server
cd mcp-server
# Create virtual environment and activate it
uv venv
source .venv/bin/activate # On Windows use: .venv\Scripts\activate
# Install dependencies
uv add "mcp[cli]" httpx
- Create the server implementation file:
touch main.py
Running the Server
- Start the MCP server:
uv run main.py
- The server will start and be ready to accept connections
Connecting to Claude Desktop
- Install Claude Desktop from the official website
- Configure Claude Desktop to use your MCP server:
Edit ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"mcp-server": {
"command": "uv", # It's better to use the absolute path to the uv command
"args": [
"--directory",
"/ABSOLUTE/PATH/TO/YOUR/mcp-server",
"run",
"main.py"
]
}
}
}
- Restart Claude Desktop
Troubleshooting
If your server isn't being picked up by Claude Desktop:
- Check the configuration file path and permissions
- Verify the absolute path in the configuration is correct
- Ensure uv is properly installed and accessible
- Check Claude Desktop logs for any error messages
License
This project is licensed under the MIT License. See the LICENSE file for details.
README fetched from the repository 6 hours ago. The original is authoritative.