Supercharge Your LLMs with the MCP TypeScript SDK: A Comprehensive Guide
Harness the power of Large Language Models (LLMs) in a secure, standardized way with the Model Context Protocol (MCP) and its TypeScript SDK. This SDK streamlines the process of providing context to LLMs, separating context provision from LLM interaction. Let's dive into how you can leverage this tool to build powerful applications.
Unlock the Potential of LLMs with Context
The Model Context Protocol (MCP) enables applications to provide context for LLMs in a standardized way, separating those concerns from the actual LLM interaction. The TypeScript SDK facilitates:
- Building MCP clients that connect to any MCP server.
- Creating MCP servers that expose resources, prompts, and tools.
- Utilizing standard transports like stdio and SSE.
- Handling all MCP protocol messages and lifecycle events seamlessly.
Installation: Get Started in Seconds
Install using npm:
Quick Start: Your First MCP Server
Create a server that exposes a calculator tool and some data:
What is MCP? Standardizing LLM Interactions
The Model Context Protocol (MCP) is a standardized way to build servers. These servers expose data and functionality to LLM applications securely. It's like a web API but tailor-made for LLM interactions. MCP servers can:
- Expose data: Through Resources (like GET endpoints for loading information into the LLM's context).
- Provide functionality: Through Tools (like POST endpoints for executing code or producing side effects).
- Define interaction patterns: Through Prompts (reusable templates for LLM interactions).
Core Concepts: Building Blocks of MCP
Server: The Heart of Your MCP Application
The McpServer
is the core interface. It handles connection management, protocol compliance, and message routing:
Resources: Exposing Data to LLMs
Resources are your data conduits. They're similar to GET endpoints in a REST API, providing data without significant computation or side effects.
Tools: Enabling Actions with Flexibility
Tools empower LLMs to take actions through your server. Unlike resources,tools perform computation and have side effects.
Prompts: Guiding LLM Interactions for Predictability
Prompts are reusable templates. They help LLMs interact with your server effectively.
Running Your Server: Choosing Your Transport
stdio: Command-Line Integration
For command-line tools and direct integrations and MCP with TypeScript, use stdio
:
HTTP with SSE: For Remote Servers
For remote servers, implement a web server with a Server-Sent Events (SSE) endpoint:
Debugging with the MCP Inspector
Use the MCP Inspector to test and debug your server.
Examples: Learning by Doing
Echo Server: A Basic Implementation
A simple server demonstrating resources, tools, and prompts with Model Context Protocol:
SQLite Explorer: Real-World Database Integration
A complex example showing database integration with Model Context Protocol:
Advanced Usage: Fine-Grained Control
Low-Level Server: Direct Protocol Interaction
For maximum control, use the low-level Server
class directly with Model Context Protocol Typescript SDK:
Writing MCP Clients: Interacting with Servers
The SDK provides a high-level client interface. TypeScript SDK MCP clients connect seamlessly to MCP servers.
Resources
Contributing
Contribute to the project on GitHub: https://github.com/modelcontextprotocol/typescript-sdk.
License
MIT License. See the LICENSE file for details.