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Spring AI MCP Server

by cagritrk

AI/MLSpring AIMCP ServerCRUDIn-Memory DataJava

This is a sample Spring AI MCP Server project built for fun and experimentation. It implements basic CRUD operations using an in-memory data store with dummy Person data.

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What is Spring AI MCP Server?

This project is a Spring AI MCP (Model Control Plane) Server example that demonstrates how to implement basic CRUD operations on Person entities using an in-memory data store. It showcases the use of Spring MCP Tools annotations to create an MCP Server.

How to use Spring AI MCP Server?

  1. Build the project using mvn clean install. 2. Start the MCP server using java -jar target/spring-ai-mcp-0.0.1-SNAPSHOT.jar. 3. Configure the MCP server as shown in the README.md file. 4. Use the provided tools (ps_delete_person, ps_search_by_job_title, etc.) to interact with the in-memory data store.

Key features of Spring AI MCP Server

  • Implements CRUD operations for Person entities

  • Uses an in-memory data store

  • Demonstrates Spring MCP Tools annotations

  • Provides tools for creating, reading, updating, and deleting Person records

  • Includes sample CSV data for testing

Use cases of Spring AI MCP Server

  • Demonstrating Spring AI MCP Server implementation

  • Experimenting with CRUD operations in an in-memory data store

  • Learning how to use Spring MCP Tools annotations

  • Building a simple data management server

  • Testing AI models with a local data source

FAQ from Spring AI MCP Server

What is Spring AI MCP?

Spring AI MCP (Model Control Plane) is a framework for managing and controlling AI models within Spring applications.

What is an MCP Server?

An MCP Server is a server that implements the Model Control Plane interface, allowing for remote management and control of AI models.

How do I configure the MCP server?

The MCP server is configured using a JSON configuration file, as shown in the README.md file.

What data does the server use?

The server uses sample CSV data of person records, which can be found in the README.md file.

What are the tools available in this server?

The server provides tools for creating, reading, updating, and deleting Person records, such as ps_create_person, ps_get_all_persons, ps_update_person, and ps_delete_person.