📌Overview

Purpose: To provide a standardized communication framework that enables Large Language Models (LLMs) to interact seamlessly with external systems and services.

Overview: The Model Context Protocol (MCP) is a powerful standard designed for enhancing the capabilities of LLMs through consistent interface mechanisms. It allows LLMs to access tools and resources, streamlining their integration with various external data sources and services while ensuring security and extensibility.

Key Features:

Consistent Interface: Provides standardized methods for LLMs to effectively communicate with tools and resources, enhancing interoperability.
Enhanced Capabilities: Empowers LLMs to interact with databases, APIs, and local systems, facilitating more complex operations and workflows.
Security & Control: Implements structured access patterns with built-in validation to ensure safe interactions with external systems.
Extensibility: Simplifies the process of implementing new capabilities as system needs evolve, allowing for continuous adaptation and improvement.

Model Context Protocol Resources & Guides

A collection of guides, utilities, clients, and servers for the Model Context Protocol (MCP) developed during exploration and implementation of this standard.

🔍 Introduction to MCP

The Model Context Protocol (MCP) is a standardized communication protocol enabling Large Language Models (LLMs) to interact with external systems and services. Key benefits include:

Consistent Interface: Standard methods for LLMs to access tools and resources
Enhanced Capabilities: Interactions with databases, APIs, and local systems
Security & Control: Structured access patterns with built-in validation
Extensibility: Easy implementation of new capabilities as system requirements evolve

For a detailed introduction to MCP, including its design philosophy and technical details, check out the specification.

🚀 MCP TypeScript Template Repo

This TypeScript template is designed for building Model Context Protocol (MCP) servers, providing a foundation complete with best practices and a modular architecture.

What's Inside?

Rock-solid Architecture
Production-ready Utilities
Type Safety
Security First
Working Examples
Developer Cheat Sheet

Who Should Use This?

MCP Beginners
Experienced Developers
Teams
LLM Enthusiasts

🛠️ MCP Guides

1

This guide covers:

Core architecture and components
Connection lifecycle management
Tool and resource handling
Error handling and security best practices
Advanced topics like sampling and multi-server connections

1

This guide includes:

Core server architecture
Building your first MCP server
Exposing capabilities (tools, resources, prompts)
Advanced server features
Security and best practices
Example implementations

🛠️ MCP Utilities

MCP Reporter

A utility for generating reports about MCP server capabilities, aiding developers in understanding functionalities across the MCP server ecosystem.

Features:

Automatic discovery of enabled MCP servers
Detailed capability extraction
Real-time progress monitoring
Markdown documentation generation

🛠️ MCP Servers

Atlas MCP Server

ATLAS (Adaptive Task & Logic Automation System) is built for LLM Agents, supporting project and task management through a standardized interface.

Key Features:

Comprehensive project management
Task lifecycle management
Knowledge repository structuring
Advanced search capabilities

🚀 Getting Started

Explore the guides to understand MCP concepts and implementation approaches
Select a server that matches your use case and follow its installation instructions
Connect with an MCP-compatible client or build your own
Experiment and contribute by submitting issues or pull requests

📄 License

Apache 2.0 License

Created by cyanheads with the Model Context Protocol

model-context-protocol-resources