langgraph-mcp-integration
by commitbyrajat
This project demonstrates the Multi-Client Protocol (MCP) architecture for AI-driven applications, showcasing communication between AI models and external computation services using single-server and multi-server clients. It enables seamless interaction with various tool servers.
Last updated: N/A
What is langgraph-mcp-integration?
This project provides examples of MCP (Multi-Client Protocol) servers and clients. It includes a Math Server and a Weather Server, along with single-server and multi-server client implementations that interact with these servers using LangGraph and GPT-4o.
How to use langgraph-mcp-integration?
To use this project, clone the repository, sync dependencies using rye sync, and then run the server and client scripts as shown in the README. The single_server_client.py connects to the math_server.py, while the multi_server_client.py connects to both math_server.py and weather_server.py.
Key features of langgraph-mcp-integration
Scalability to multiple services
Parallel execution of queries
Flexible communication with multiple transport layers (stdio, sse)
Seamless AI integration with external computation services
Use cases of langgraph-mcp-integration
Building AI agents that require mathematical calculations
Developing AI applications that need real-time weather data
Creating scalable AI systems that interact with multiple external APIs
Implementing AI workflows that combine data from various sources
FAQ from langgraph-mcp-integration
What is MCP?
What is MCP?
MCP stands for Multi-Client Protocol, a framework for AI-driven applications to interact with multiple external services.
What is the Math Server?
What is the Math Server?
The Math Server is an MCP tool server that provides basic mathematical operations like addition and multiplication.
What is the Weather Server?
What is the Weather Server?
The Weather Server is an MCP tool server that provides real-time weather information.
What is the difference between single-server and multi-server clients?
What is the difference between single-server and multi-server clients?
A single-server client connects to one MCP server, while a multi-server client can interact with multiple MCP servers simultaneously.
What transport layers are supported?
What transport layers are supported?
The project supports stdio and sse transport layers for communication between clients and servers.