Quick Start with Langchain and the Github MCP Server
Content
Quick Start with Langchain and the Github MCP Server
This Python code gets you started with the MCP Github Server and Langchain MCP Adapters This package uses langchain-azure with Github Models to prototype with LLMs for free :)
To run the server locally with docker you should:
- Install docker
- Clone the mcp server repo
git clone https://github.com/modelcontextprotocol/servers.git cd servers - Build the docker image
docker build -t mcp/github -f src/github/Dockerfile . - Install the requirements and run the Python script
Recommend Clients
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
Y GuiA web-based graphical interface for AI chat interactions with support for multiple AI models and MCP (Model Context Protocol) servers.
DeepChatYour AI Partner on Desktop
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
CursorThe AI Code Editor
VISBOOM
ChatWiseThe second fastest AI chatbot™
MCP ConnectEnables cloud-based AI services to access local Stdio based MCP servers via HTTP requests
Cline – #1 on OpenRouterAutonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.
Refact.aiOpen-source AI Agent for VS Code and JetBrains that autonomously solves coding tasks end-to-end.
WindsurfThe new purpose-built IDE to harness magic
HyperChatHyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.
Cherry Studio🍒 Cherry Studio is a desktop client that supports for multiple LLM providers.
chatmcpChatMCP is an AI chat client implementing the Model Context Protocol (MCP).
y-cli 🚀A Tiny Terminal Chat App for AI Models with MCP Client Support
LutraLutra is the first MCP compatible client built for everyone
Roo Code (prev. Roo Cline)Roo Code (prev. Roo Cline) gives you a whole dev team of AI agents in your code editor.
A Sleek AI Assistant & MCP Client5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .
Continue⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks
MCP PlaygroundCall MCP Server Tools Online
ZedCode at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.