MCP Server Starter

MCP Server Starter

A minimal MCP server with calculator and memory store tools, ready to use with Claude Desktop and Claude Code.

Category
Visit Server

README

MCP Server Starter

A minimal MCP (Model Context Protocol) server with 2 working tools, ready to use with Claude Desktop and Claude Code.

Built and maintained by Quartalis.


What's Included (Free Edition)

Feature Free Premium
Calculator tool Yes Yes
Memory (key-value store) tool Yes Yes
Web scraper tool - Yes
File search tool - Yes
Database query tool - Yes
HTTP request tool - Yes
Docker deployment - Yes
Claude Desktop config Yes Yes
Claude Code integration Yes Yes
Automated tests Yes Yes
Priority support - Yes

Upgrade to Premium

The premium MCP kit includes 6 production-ready tools, Docker deployment, and full Claude Desktop/Code integration guides.

Get the Premium MCP Kit at quartalis.co.uk/store


Quick Start

1. Clone the repo

git clone https://github.com/Quartalis/mcp-server-starter.git
cd mcp-server-starter

2. Run the tests

python tests/test_tools.py

3. Configure Claude Desktop

Copy the snippet from claude_desktop_config.json into your Claude Desktop config file:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json

Update the cwd path to point to your cloned directory.

4. Configure Claude Code

Add to your .claude/settings.json:

{
  "mcpServers": {
    "mcp-server-starter": {
      "command": "python",
      "args": ["src/server.py"],
      "cwd": "/path/to/mcp-server-starter"
    }
  }
}

5. Restart Claude and use the tools

Ask Claude to:

  • "Calculate 2 ** 10 + 15 * 3"
  • "Store my project name as 'My App' in memory"
  • "List everything in memory"

Tools

Calculator

Evaluates mathematical expressions safely. Supports +, -, *, /, **, and parentheses.

Input:  {"expression": "(2 + 3) * 4"}
Output: "(2 + 3) * 4 = 20"

Memory Store

A session-scoped key-value store. Data persists for the duration of the server process.

Action Description
set Store a key-value pair
get Retrieve a value by key
list Show all stored keys
delete Remove a key
Input:  {"action": "set", "key": "project", "value": "My SaaS"}
Output: "Stored: project = My SaaS"

Project Structure

mcp-server-starter/
├── src/
│   ├── __init__.py
│   └── server.py          # MCP server with tool handlers
├── tests/
│   └── test_tools.py      # Unit tests for both tools
├── claude_desktop_config.json
├── pyproject.toml
└── LICENSE

Requirements

  • Python 3.10+
  • No external dependencies (stdlib only)

How MCP Works

The Model Context Protocol allows AI assistants like Claude to call tools hosted on your machine. The server communicates over stdin/stdout using JSON-RPC, following the MCP specification.

This starter implements the core protocol:

  • initialize / notifications/initialized handshake
  • tools/list to advertise available tools
  • tools/call to execute a tool and return results

License

MIT License. See LICENSE for details.


Links

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured