Java MCP Server Generator
SkillAI & modelsOnce added, your AI can generate a complete Java project with all the core files ready to build. It works from the official Java SDK, includes reactive streams support, and can optionally integrate Spring Boot. Every project it creates comes with build files, code templates, and tests already included.
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
After adding it, ask your AI to generate the Java project and it will create the build files, code templates, and tests. Open the generated files to review them and start customizing.
Then ask your AI: use the Java MCP Server Generator skill
What your AI can do with it
- Generate a complete, ready-to-build Java project
- Set up build files, code templates, and tests in one pass
- Build on the official Java SDK
- Include reactive streams support
- Add Spring Boot integration when you want it
What this skill tells your AI
The instructions your AI receives, as published by github/awesome-copilot in skills/java-mcp-server-generator/SKILL.md and read by ahel’s review.
Generate a complete, production-ready MCP server in Java using the official Java SDK with Maven or Gradle.
Project Generation
When asked to create a Java MCP server, generate a complete project with this structure:
my-mcp-server/
├── pom.xml (or build.gradle.kts)
├── src/
│ ├── main/
│ │ ├── java/
│ │ │ └── com/example/mcp/
│ │ │ ├── McpServerApplication.java
│ │ │ ├── config/
│ │ │ │ └── ServerConfiguration.java
│ │ │ ├── tools/
│ │ │ │ ├── ToolDefinitions.java
│ │ │ │ └── ToolHandlers.java
│ │ │ ├── resources/
│ │ │ │ ├── ResourceDefinitions.java
│ │ │ │ └── ResourceHandlers.java
│ │ │ └── prompts/
│ │ │ ├── PromptDefinitions.java
│ │ │ └── PromptHandlers.java
│ │ └── resources/
│ │ └── application.properties (if using Spring)
│ └── test/
│ └── java/
│ └── com/example/mcp/
│ └── McpServerTest.java
└── README.md
Maven pom.xml Template
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0
http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>com.example</groupId>
<artifactId>my-mcp-server</artifactId>
<version>1.0.0</version>
<packaging>jar</packaging>
<name>My MCP Server</name>
<description>Model Context Protocol server implementation</description>
<properties>
<java.version>17</java.version>
<maven.compiler.source>17</maven.compiler.source>
<maven.compiler.target>17</maven.compiler.target>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<mcp.version>0.14.1</mcp.version>
<slf4j.version>2.0.9</slf4j.version>
<logback.version>1.4.11</logback.version>
<junit.version>5.10.0</junit.version>
</properties>
<dependencies>
<!-- MCP Java SDK -->
<dependency>
<groupId>io.modelcontextprotocol.sdk</groupId>
<artifactId>mcp</artifactId>
<version>${mcp.version}</version>
</dependency>
<!-- Logging -->
<dependency>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-api</artifactId>
<version>${slf4j.version}</version>
</dependency>
<dependency>
<groupId>ch.qos.logback</groupId>
<artifactId>logback-classic</artifactId>
<version>${logback.version}</version>
</dependency>
<!-- Testing -->
<dependency>
<groupId>org.junit.jupiter</groupId>
<artifactId>junit-jupiter</artifactId>
<version>${junit.version}</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>io.projectreactor</groupId>
<artifactId>reactor-test</artifactId>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<version>3.11.0</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-surefire-plugin</artifactId>
<version>3.1.2</version>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-shade-plugin</artifactId>
<version>3.5.0</version>
<executions>
<execution>
<phase>package</phase>
<goals>
<goal>shade</goal>
</goals>
<configuration>
<transformers>
<transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
<mainClass>com.example.mcp.McpServerApplication</mainClass>
</transformer>
</transformers>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>
</project>
Gradle build.gradle.kts Template
plugins {
id("java")
id("application")
}
group = "com.example"
version = "1.0.0"
java {
sourceCompatibility = JavaVersion.VERSION_17
targetCompatibility = JavaVersion.VERSION_17
}
repositories {
mavenCentral()
}
dependencies {
// MCP Java SDK
implementation("io.modelcontextprotocol.sdk:mcp:0.14.1")
// Logging
implementation("org.slf4j:slf4j-api:2.0.9")
implementation("ch.qos.logback:logback-classic:1.4.11")
// Testing
testImplementation("org.junit.jupiter:junit-jupiter:5.10.0")
testImplementation("io.projectreactor:reactor-test:3.5.0")
}
application {
mainClass.set("com.example.mcp.McpServerApplication")
}
tasks.test {
useJUnitPlatform()
}
McpServerApplication.java Template
package com.example.mcp;
import com.example.mcp.tools.ToolHandlers;
import com.example.mcp.resources.ResourceHandlers;
import com.example.mcp.prompts.PromptHandlers;
import io.mcp.server.McpServer;
import io.mcp.server.McpServerBuilder;
import io.mcp.server.transport.StdioServerTransport;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import reactor.core.Disposable;
public class McpServerApplication {
private static final Logger log = LoggerFactory.getLogger(McpServerApplication.class);
public static void main(String[] args) {
log.info("Starting MCP Server...");
try {
McpServer server = createServer();
StdioServerTransport transport = new StdioServerTransport();
// Start server
Disposable serverDisposable = server.start(transport).subscribe();
// Graceful shutdown
Runtime.getRuntime().addShutdownHook(new Thread(() -> {
log.info("Shutting down MCP server");
serverDisposable.dispose();
server.stop().block();
}));
log.info("MCP Server started successfully");
// Keep running
Thread.currentThread().join();
} catch (Exception e) {
log.error("Failed to start MCP server", e);
System.exit(1);
}
}
private static McpServer createServer() {
McpServer server = McpServerBuilder.builder()
.serverInfo("my-mcp-server", "1.0.0")
.capabilities(capabilities -> capabilities
.tools(true)
.resources(true)
.prompts(true))
.build();
// Register handlers
ToolHandlers.register(server);
ResourceHandlers.register(server);
PromptHandlers.register(server);
return server;
}
}
ToolDefinitions.java Template
package com.example.mcp.tools;
import io.mcp.json.JsonSchema;
import io.mcp.server.tool.Tool;
import java.util.List;
public class ToolDefinitions {
public static List<Tool> getTools() {
return List.of(
createGreetTool(),
createCalculateTool()
);
}
private static Tool createGreetTool() {
return Tool.builder()
.name("greet")
.description("Generate a greeting message")
.inputSchema(JsonSchema.object()
.property("name", JsonSchema.string()
.description("Name to greet")
.required(true)))
.build();
}
private static Tool createCalculateTool() {
return Tool.builder()
.name("calculate")
.description("Perform mathematical calculations")
.inputSchema(JsonSchema.object()
.property("operation", JsonSchema.string()
.description("Operation to perform")
.enumValues(List.of("add", "subtract", "multiply", "divide"))
.required(true))
.property("a", JsonSchema.number()
.description("First operand")
.required(true))
.property("b", JsonSchema.number()
.description("Second operand")
.required(true)))
.build();
}
}
ToolHandlers.java Template
package com.example.mcp.tools;
import com.fasterxml.jackson.databind.JsonNode;
import io.mcp.server.McpServer;
import io.mcp.server.tool.ToolResponse;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import reactor.core.publisher.Mono;
public class ToolHandlers {
private static final Logger log = LoggerFactory.getLogger(ToolHandlers.class);
public static void register(McpServer server) {
// Register tool list handler
server.addToolListHandler(() -> {
log.debug("Listing available tools");
return Mono.just(ToolDefinitions.getTools());
});
// Register greet handler
server.addToolHandler("greet", ToolHandlers::handleGreet);
// Register calculate handler
server.addToolHandler("calculate", ToolHandlers::handleCalculate);
}
private static Mono<ToolResponse> handleGreet(JsonNode arguments) {
log.info("Greet tool called");
if (!arguments.has("name")) {
return Mono.just(ToolResponse.error()
.message("Missing 'name' parameter")
.build());
}
String name = arguments.get("name").asText();
String greeting = "Hello, " + name + "! Welcome to MCP.";
log.debug("Generated greeting for: {}", name);
return Mono.just(ToolResponse.success()
.addTextContent(greeting)
.build());
}
private static Mono<ToolResponse> handleCalculate(JsonNode arguments) {
log.info("Calculate tool called");
if (!arguments.has("operation") || !arguments.has("a") || !arguments.has("b")) {
return Mono.just(ToolResponse.error()
.message("Missing required parameters")
.build());
}
String operation = arguments.get("operation").asText();
double a = arguments.get("a").asDouble();
double b = arguments.get("b").asDouble();
double result;
switch (operation) {
case "add":
result = a + b;
break;
case "subtract":
result = a - b;
break;
case "multiply":
result = a * b;
break;
case "divide":
if (b == 0) {
return Mono.just(ToolResponse.error()
.message("Division by zero")
.build());
}
result = a / b;
break;
default:
return Mono.just(ToolResponse.error()
.message("Unknown operation: " + operation)
.build());
}
log.debug("Calculation: {} {} {} = {}", a, operation, b, result);
return Mono.just(ToolResponse.success()
.addTextContent("Result: " + result)
.build());
}
}
ResourceDefinitions.java Template
package com.example.mcp.resources;
import io.mcp.server.resource.Resource;
import java.util.List;
public class ResourceDefinitions {
public static List<Resource> getResources() {
return List.of(
Resource.builder()
.name("Example Data")
.uri("resource://data/example")
.description("Example resource data")
.mimeType("application/json")
.build(),
Resource.builder()
.name("Configuration")
.uri("resource://config")
.description("Server configuration")
.mimeType("application/json")
.build()
);
}
}
ResourceHandlers.java Template
package com.example.mcp.resources;
import io.mcp.server.McpServer;
import io.mcp.server.resource.ResourceContent;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import reactor.core.publisher.Mono;
import java.time.Instant;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
public class ResourceHandlers {
private static final Logger log = LoggerFactory.getLogger(ResourceHandlers.class);
private static final Map<String, Boolean> subscriptions = new ConcurrentHashMap<>();
public static void register(McpServer server) {
// Register resource list handler
server.addResourceListHandler(() -> {
log.debug("Listing available resources");
return Mono.just(ResourceDefinitions.getResources());
});
// Register resource read handler
server.addResourceReadHandler(ResourceHandlers::handleRead);
// Register resource subscribe handler
server.addResourceSubscribeHandler(ResourceHandlers::handleSubscribe);
// Register resource unsubscribe handler
server.addResourceUnsubscribeHandler(ResourceHandlers::handleUnsubscribe);
}
private static Mono<ResourceContent> handleRead(String uri) {
log.info("Reading resource: {}", uri);
switch (uri) {
case "resource://data/example":
String jsonData = String.format(
"{\"message\":\"Example resource data\",\"timestamp\":\"%s\"}",
Instant.now()
);
return Mono.just(ResourceContent.text(jsonData, uri, "application/json"));
case "resource://config":
String config = "{\"serverName\":\"my-mcp-server\",\"version\":\"1.0.0\"}";
return Mono.just(ResourceContent.text(config, uri, "application/json"));
default:
log.warn("Unknown resource requested: {}", uri);
return Mono.error(new IllegalArgumentException("Unknown resource URI: " + uri));
}
}
private static Mono<Void> handleSubscribe(String uri) {
log.info("Client subscribed to resource: {}", uri);
subscriptions.put(uri, true);
return Mono.empty();
}
private static Mono<Void> handleUnsubscribe(String uri) {
log.info("Client unsubscribed from resource: {}", uri);
subscriptions.remove(uri);
return Mono.empty();
}
}
PromptDefinitions.java Template
package com.example.mcp.prompts;
import io.mcp.server.prompt.Prompt;
import io.mcp.server.prompt.PromptArgument;
import java.util.List;
public class PromptDefinitions {
public static List<Prompt> getPrompts() {
return List.of(
Prompt.builder()
.name("code-review")
.description("Generate a code review prompt")
.argument(PromptArgument.builder()
.name("language")
.description("Programming language")
.required(true)
.build())
.argument(PromptArgument.builder()
.name("focus")
.description("Review focus area")
.required(false)
.build())
.build()
);
}
}
PromptHandlers.java Template
package com.example.mcp.prompts;
import io.mcp.server.McpServer;
import io.mcp.server.prompt.PromptMessage;
import io.mcp.server.prompt.PromptResult;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import reactor.core.publisher.Mono;
import java.util.List;
import java.util.Map;
public class PromptHandlers {
private static final Logger log = LoggerFactory.getLogger(PromptHandlers.class);
public static void register(McpServer server) {
// Register prompt list handler
server.addPromptListHandler(() -> {
log.debug("Listing available prompts");
return Mono.just(PromptDefinitions.getPrompts());
});
// Register prompt get handler
server.addPromptGetHandler(PromptHandlers::handleCodeReview);
}
private static Mono<PromptResult> handleCodeReview(String name, Map<String, String> arguments) {
log.info("Getting prompt: {}", name);
if (!name.equals("code-review")) {
return Mono.error(new IllegalArgumentException("Unknown prompt: " + name));
}
String language = arguments.getOrDefault("language", "Java");
String focus = arguments.getOrDefault("focus", "general quality");
String description = "Code review for " + language + " with focus on " + focus;
List<PromptMessage> messages = List.of(
PromptMessage.user("Please review this " + language + " code with focus on " + focus + "."),
PromptMessage.assistant("I'll review the code focusing on " + focus + ". Please share the code."),
PromptMessage.user("Here's the code to review: [paste code here]")
);
log.debug("Generated code review prompt for {} ({})", language, focus);
return Mono.just(PromptResult.builder()
.description(description)
.messages(messages)
.build());
}
}
McpServerTest.java Template
package com.example.mcp;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.node.ObjectNode;
import io.mcp.server.McpServer;
import io.mcp.server.McpSyncServer;
import io.mcp.server.tool.ToolResponse;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
import static org.junit.jupiter.api.Assertions.*;
class McpServerTest {
private McpSyncServer syncServer;
private ObjectMapper objectMapper;
@BeforeEach
void setUp() {
McpServer server = createTestServer();
syncServer = server.toSyncServer();
objectMapper = new ObjectMapper();
}
private McpServer createTestServer() {
// Same setup as main application
McpServer server = McpServerBuilder.builder()
.serverInfo("test-server", "1.0.0")
.capabilities(cap -> cap.tools(true))
.build();
// Register handlers
ToolHandlers.register(server);
return server;
}
@Test
void testGreetTool() {
ObjectNode args = objectMapper.createObjectNode();
args.put("name", "Java");
ToolResponse response = syncServer.callTool("greet", args);
assertFalse(response.isError());
assertEquals(1, response.getContent().size());
assertTrue(response.getContent().get(0).getText().contains("Java"));
}
@Test
void testCalculateTool() {
ObjectNode args = objectMapper.createObjectNode();
args.put("operation", "add");
args.put("a", 5);
args.put("b", 3);
ToolResponse response = syncServer.callTool("calculate", args);
assertFalse(response.isError());
assertTrue(response.getContent().get(0).getText().contains("8"));
}
@Test
void testDivideByZero() {
ObjectNode args = objectMapper.createObjectNode();
args.put("operation", "divide");
args.put("a", 10);
args.put("b", 0);
ToolResponse response = syncServer.callTool("calculate", args);
assertTrue(response.isError());
}
}
README.md Template
# My MCP Server
A Model Context Protocol server built with Java and the official MCP Java SDK.
## Features
- ✅ Tools: greet, calculate
- ✅ Resources: example data, configuration
- ✅ Prompts: code-review
- ✅ Reactive Streams with Project Reactor
- ✅ Structured logging with SLF4J
- ✅ Full test coverage
## Requirements
- Java 17 or later
- Maven 3.6+ or Gradle 7+
## Build
### Maven
```bash
mvn clean package
```
### Gradle
```bash
./gradlew build
```
## Run
### Maven
```bash
java -jar target/my-mcp-server-1.0.0.jar
```
### Gradle
```bash
./gradlew run
```
## Testing
### Maven
```bash
mvn test
```
### Gradle
```bash
./gradlew test
```
## Integration with Claude Desktop
Add to `claude_desktop_config.json`:
```json
{
"mcpServers": {
"my-mcp-server": {
"command": "java",
"args": ["-jar", "/path/to/my-mcp-server-1.0.0.jar"]
}
}
}
```
## License
MIT
Generation Instructions
- Ask for project name and package
- Choose build tool (Maven or Gradle)
- Generate all files with proper package structure
- Use Reactive Streams for async handlers
- Include comprehensive logging with SLF4J
- Add tests for all handlers
- Follow Java conventions (camelCase, PascalCase)
- Include error handling with proper responses
- Document public APIs with Javadoc
- Provide both sync and async examples
Signals
- GitHub stars
- 40k
- Forks
- 5k
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
java-mcp-server-generator- Source
- github.com/github/awesome-copilot
github.com/github/awesome-copilot
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