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An educational MCP server that teaches implementing the Model Context Protocol from scratch, enabling AI models to discover and invoke tools via JSON-RPC over stdio.

Simple MCP Fileserver

A minimal MCP (Model Context Protocol) server for file system operations. Supports reading, writing, and listing files via JSON-RPC 2.0, designed for integration with AI agents such as Windsurf, Claude, or Codeium for autonomous coding and code repair.

A proof-of-concept MCP server that enables reading local files and performing basic arithmetic operations. It provides a simple foundation for understanding how tools are exposed to MCP clients.

Simple MCP Runner makes it effortless to safely expose system commands to language models via a lightweight MCP server—all configurable with a clean, minimal YAML file and zero boilerplate.

A demonstration server implementing the Model Context Protocol (MCP) that provides three basic tools: echo, calculator, and current time functionality.

A minimal MCP server providing basic calculator operations (add, echo) and Android device management tools (list connected devices and available emulators via ADB).

A minimal MCP server implementation demonstrating basic tool integration with example functions like greetings, version info, and system information. Supports both HTTP and stdio transports for connecting AI clients.

Simple MCP Server 89cf6453

a simple mcp server

A lightweight Model Context Protocol server that provides an in-memory key-value store with get, set, delete, list, and clear operations for MCP-compatible AI assistants and clients.

A Python Flask-based Model Context Protocol server that provides basic tools including hello_world, calculate, and get_time functions through stable HTTP endpoints.

A minimalist MCP server that provides a single tool to retrieve a developer name, demonstrating the basic structure for Claude's Model Completion Protocol integration.

Simple MCP Servers

Repo for holding my MCP servers

A beginner-friendly MCP server demonstrating core concepts with calculator operations and note management capabilities (create, read, list, and delete notes).

A server that provides a website fetching tool via SSE transport, allowing users to retrieve content from specified URLs.

Enables AI assistants to store and retrieve persistent memories with a web management interface. Supports creating, searching, and managing memories through natural language commands or a visual web dashboard.

A minimal MCP server that allows executing SQL queries on PostgreSQL databases with configurable read-only or write permissions.

A template and demonstration project for building, testing, and deploying remote MCP servers using FastMCP and uv. It provides a foundational structure for creating MCP-compliant tools that can be hosted publicly and integrated with LLM agents.

A read-only MCP server for SimpleShop accounting data, enabling AI agents to find documents, download PDFs, inspect products, and review sales exports.

A Model Context Protocol server that enables LLM applications to safely execute shell commands with error handling and timeout settings.

Simple Time MCP

Simple MCP server for time-related functions