How to build an MCP Server with LangGraph, Ollama & Streamlit | MCP Server with LangChain

Опубликовано: 06 Июнь 2026
на канале: CodeTops
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This video is a tutorial on how build MCP Server with LangGraph, Ollama and Streamlit.
In this step-by-step tutorial, you will learn how you can set up a local MCP Server and integrate with LangGraph Agent.

🔍 What You'll Learn:
• How to set up a local MCP server
• How to integrate LangGraph agents with MCP tools
• How to use Ollama for local LLM processing
• How to build a front-end interface using Streamlit



00:00 - Introduction
00:29 - System Architecture Overview
02:27 - Build Local MCP Servers
05:22 - Create LangGraph Agent
07:47 - Build Streamlit Interface
09:04 - Testing on Streamlit




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Github Repository

https://github.com/Mercytopsy/MCP-Ser...




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