8000 GitHub - alokkusingh/ai-llm-mcp: LLM Model Context Protocol (MCP) demo using Spring AI
[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to content

LLM Model Context Protocol (MCP) demo using Spring AI

Notifications You must be signed in to change notification settings

alokkusingh/ai-llm-mcp

Repository files navigation

AI LLM MCP Demo

Overview

This project demonstrates an MCP (Model Context Protocol) using Ollama (a locally hosted LLM) and Java Spring Boot.
The demo features a simple chatbot that can answer questions about:

  • The current date, time, and month.
  • Expenses for the current month.

Prerequisites

  • Java 21
  • Ollama installed on your system

Build Instructions

To build the project, run the following command:

mvn clean package -DskipTests

Ollama Server

Start

ollama serve

Stop

ps -ef | grep "ollama serve" |grep -v "grep"| awk '{print $2}' | xargs kill -9

MCP Host

Start

java -jar llm-mcp-host/target/llm-mcp-host-0.0.1-SNAPSHOT.jar

Stop

ps -ef | grep "llm-mcp-host" |grep -v "grep"| awk '{print $2}' | xargs kill -9

MCP Realworld Server

Start

java -jar llm-mcp-realworld-server/target/llm-mcp-realworld-server-0.0.1-SNAPSHOT.jar

Stop

ps -ef | grep <
723B
span class="pl-pds">"llm-mcp-realworld-server" |grep -v "grep"| awk '{print $2}' | xargs kill -9

MCP Accounting Server

Start

java -jar llm-mcp-accounting-server/target/llm-mcp-accounting-server-0.0.1-SNAPSHOT.jar

Stop

ps -ef | grep "llm-mcp-accounting-server" |grep -v "grep"| awk '{print $2}' | xargs kill -9

Chat with llm

curl -X POST http://localhost:8085/api/v1/chatbot/chat -d '{
  "question": "What is time now?"
}' -H "Content-Type: application/json"
curl -X POST http://localhost:8085/api/v1/chatbot/chat -d '{
  "question": "What date is Today?"
}' -H "Content-Type: application/json"
curl -X POST http://localhost:8085/api/v1/chatbot/chat -d '{
  "question": "What Month and Year is Today?"
}' -H "Content-Type: application/json"
curl -X POST http://localhost:8085/api/v1/chatbot/chat -d '{
  "question": "What is next Month?"
}' -H "Content-Type: application/json"
curl -X POST http://localhost:8085/api/v1/chatbot/chat -d '{
  "question": "What was previous Month?"
}' -H "Content-Type: application/json"
curl -X POST http://localhost:8085/api/v1/chatbot/chat -d '{
  "question": "What Month and Year is Today? And, How much did I spend in the current month?"
}' -H "Content-Type: application/json"

Releases

No releases published

Packages

No packages published

Languages

0