spring-ai-mcp-client
mcp client application that utilizes spring ai. it integrates with mcp protocol-supported servers to enable ai-powered chat interactions.
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spring-ai-mcp-client
The Model Context Protocol (MCP) client application utilizes Spring AI and Anthropic Claude models (Or OpenAI). It integrates with MCP protocol-supported servers to enable AI-powered chat interactions.
What is Spring MCP Client
The MCP Client is a key component in the Model Context Protocol (MCP) architecture, responsible for establishing and managing connections with MCP servers.
It implements the client-side of the protocol, handling:
- Protocol version negotiation to ensure compatibility with servers
- Capability negotiation to determine available features
- Message transport and JSON-RPC communication
- Tool discovery and execution
- Resource access and management
- Prompt system interactions
- Optional features like roots management and sampling support
- Supports openai and anthropic models
Requirements
Java 17+
Maven or Gradle
Docker (Optional)
Anthropic API key Or OpenAI API key
- Anthropic API key from the Anthropic Console.
- OpenAI API key from the OpenAI Console.
Installation
1. Clone Repository
git clone <repo-url>
cd spring-ai-mcp-client
2. MCP Server Configuration
The MCP server information must be added to the mcp-servers.json file as follows.
{
"mcpServers":{
"any-mcp-server":{
"command":"node",
"args":[
"any-mcp-server/build/index.js"
]
}
}
}
3. Spring Configuration
The application.yml file should be configured as follows:
spring:
ai:
mcp:
client:
enabled: true
name: any-mcp-server # MCP server name
version: 1.0.0
type: SYNC
request-timeout: 20s
stdio:
root-change-notification: true
servers-configuration: classpath:mcp-servers.json # MCP server config such/same as claude desktop configs.
anthropic:
api-key: ${ANTHROPIC_API_KEY}
# openai:
# api-key: ${OPENAI_API_KEY}
server:
port: 8081
4. Run Applicaton
mvn clean install
mvn spring-boot:run
Usage
Once the application is running, it can be accessed via the following endpoint:
You can start a chat with the following cURL command:
curl -X GET "http://localhost:8081/ai?message=Hello" -H "Accept: application/json"
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spring-ai-mcp-test is a library that provides functionalities related to AI and machine learning using Java. Users can leverage tools to simplify the building and training of AI models. Notably, the integration with the Spring framework is enhanced, allowing developers to efficiently build AI applications.