Model Context Protocol Demo
CreatedGinga1402
Demonstrates the implementation of Model Context Protocol (MCP) using Langchain MCP Adapters and Ollama.
About
This project provides a demonstration of how to implement the Model Context Protocol (MCP) using Langchain MCP Adapters and Ollama. MCP is an open-source standard designed to enable Large Language Models (LLMs) to interact with external tools, services, and data sources. The demo includes example MCP clients and servers, showcasing how to connect an LLM to services such as math operations and weather data through the standardized MCP interface.
Key Features
- Integrates with Ollama for LLM functionality
- Includes example math and weather servers
- Uses Langchain MCP Adapters for compatibility
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- Demonstrates MCP client-server interaction
- Supports single and multi-client configurations
Use Cases
- Building AI assistants with external tool integration
- Prototyping MCP-based applications
- Extending LLM capabilities with standardized interfaces
