quick-mcp-example
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Model Context Protocol (MCP) standardizes how applications provide context to LLMs, offering a unified framework for connecting to data sources, using tools, and executing standard prompts.
Model Context Protocol (MCP) is an open protocol designed to standardize the interaction between applications and large language models (LLMs). It provides a unified framework that allows LLM-based applications to connect to data sources, access context, utilize tools, and execute standard prompts. The MCP ecosystem is composed of three main components: MCP Servers, Clients, and Hosts. MCP Servers handle tool availability, execution, static content as resources, and preset prompts. Clients manage connections to servers, LLM integration, and message passing. Hosts provide frontend interfaces and integration points for the ecosystem. This modular architecture allows for independent development of components while maintaining interoperability, enabling users to create MCP servers for various LLM functionalities and integrate them across supported applications. MCP is commonly used to integrate service APIs, tools, or connect to local data sources.
Features
- Standardized Protocol: MCP provides a unified framework for LLM-based applications to connect to data sources and execute standard prompts.
- Modular Architecture: Allows independent development of components while maintaining interoperability.
- Tool Execution: MCP Servers handle tool availability and execution, enabling LLMs to perform actions or retrieve information.
- Resource Management: Provides access to static and dynamic data sources, offering context to LLMs without requiring function calls.
- Prompt Templates: Reusable templates for standardized interaction patterns, facilitating consistent and purpose-built interactions.
