Simple MCP Server

A simple Model Context Protocol (MCP) server that provides value lookup operations. This server implements a basic key-value store that can be accessed by MCP-compatible AI assistants and clients.

Features

• In-memory key-value store: Store and retrieve data during the session

• JSON support: Automatically parses and formats JSON values

• Multiple operations: Get, set, delete, list, and clear operations

• MCP protocol compliance: Uses the standard MCP protocol for communication

• Easy integration: Can be used with any MCP-compatible client

Related MCP server: RL-MCP

Available Tools

The server provides the following tools that can be called by MCP clients:

get_value

Retrieve a value from the store by key.

• Parameters: key (string) - The key to look up

• Returns: The value associated with the key, or an error message if not found

set_value

Store a key-value pair in the store.

• Parameters:

  • key (string) - The key to store

  • value (string) - The value to store (automatically parsed as JSON if valid)

• Returns: Confirmation message

delete_value

Remove a key-value pair from the store.

• Parameters: key (string) - The key to delete

• Returns: Confirmation message

list_keys

List all keys currently in the store.

• Parameters: None

• Returns: A formatted list of all keys

clear_values

Clear all key-value pairs from the store.

• Parameters: None

• Returns: Confirmation message

get_store_info

Get information about the current state of the store.

• Parameters: None

• Returns: Store statistics and sample keys

Installation

1. Clone this repository:

git clone https://github.com/jmgress/simple-mcp.git
cd simple-mcp

2. Install dependencies:

pip install -e .

Usage

Running the Server

Start the MCP server using stdio transport:

simple-mcp-server

Or run directly with Python:

python -m simple_mcp.server

Testing the Server

You can test the server functionality using the included test script:

python test_server.py

This will demonstrate all available operations and show you how the server responds.

Using with MCP Clients

The server can be used with any MCP-compatible client. Configure your client to connect to this server using stdio transport.

Example client configuration (varies by client):

{
  "servers": {
    "simple-mcp": {
      "command": "simple-mcp-server",
      "transport": "stdio"
    }
  }
}

Example Operations

Here are some example operations you can perform:

# Store a simple string value
set_value(key="greeting", value="Hello, World!")

# Store JSON data
set_value(key="user", value='{"name": "Alice", "age": 30}')

# Retrieve values
get_value(key="greeting")  # Returns: "Hello, World!"
get_value(key="user")      # Returns formatted JSON

# List all keys
list_keys()  # Returns: "Keys in store (2 total): greeting, user"

# Get store information
get_store_info()  # Returns current store statistics

# Clean up
delete_value(key="greeting")
clear_values()  # Removes all data

Architecture

The server is built using:

• FastMCP: A high-level MCP server framework

• JSON-RPC 2.0: For client-server communication

• Pydantic: For data validation and serialization

• asyncio: For asynchronous operation

The value store is currently in-memory only, meaning data is lost when the server restarts. This makes it suitable for temporary storage and demonstration purposes.

Development

To set up for development:

# Install in development mode with dev dependencies
pip install -e ".[dev]"

# Run tests
python test_server.py

# Format code
black src/

# Lint code
ruff check src/

License

This project is licensed under the MIT License - see the LICENSE file for details.

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