spring-ai-mcp-stdio-land

haroldjcastillo/spring-ai-mcp-stdio-land

3.1

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The Model Context Protocol (MCP) server is a framework designed to facilitate communication between AI models and applications, providing a standardized interface for model interaction.

Spring AI - MCP STDIO - Land

Workshop Topics Reviewed

  • Introduction to Spring AI and MCP
  • Spring AI MCP Configuration
  • Spring AI MCP Tools

Test the tools

{
  "servers": {
    "spring-io": {
      "type": "stdio",
      "command": "java",
      "args": [
        "-jar",
        "/{jar_path}/spring-ai-mcp-stdio-land/target/spring-ai-mcp-stdio-land-0.0.1-SNAPSHOT.jar"
      ]
    }
  }
}

While Dan demonstrates the workshop using OpenAI as the AI provider, I have chosen to use Ollama, an open-source platform that allows running various large language models locally. This approach enables experimentation with different models, provides more control over data privacy, and avoids reliance on external APIs or cloud services.

  • qwen3:4b-instruct-2507-q4_K_M (Direct instructions without Thinking mode, Sentiment analysis)
  • mxbai-embed-large:latest (For embedding testing)
  • mistral:7b (Chat)
  • qwen3:4b (Chat) (Preferred)

Based on AI for Java Developers: Full Course / Workshop on Getting Started with Spring AI of Dan Vega.