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Get Started Free →Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.
.claude/skills/java-mcp-server-generator/SKILL.md| Model | Eval pass | Runs |
|---|---|---|
| gemini-3.6-flash | 100% | 35 |
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 119% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 121% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 109% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 247% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 142% | 0% |
Generate a complete, production-ready MCP server in Java using the official Java SDK with Maven or Gradle.
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.mdxml<?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>
kotlinplugins { 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() }
javapackage 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; } }
javapackage 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(); } }
javapackage 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()); } }
javapackage 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() ); } }
javapackage 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(); } }
javapackage 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() ); } }
javapackage 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()); } }
javapackage 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()); } }
`markdown# 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
mvn clean package
### Gradle./gradlew build
## Run
### Mavenjava -jar target/my-mcp-server-1.0.0.jar
### Gradle./gradlew run
## Testing
### Mavenmvn test
### Gradle./gradlew test
## Integration with Claude Desktop
Add to `claude_desktop_config.json`:
{ "mcpServers": { "my-mcp-server": { "command": "java", "args": "-jar", "/path/to/my-mcp-server-1.0.0.jar"] } } }
## License
MIT| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 21,465 | 20,953 | -2% | 1 | 1 | 0% | 5,369 | 11,753 | +119% | 0 | 0 | — |
case-02 | fail→pass | 21,907 | 22,091 | +1% | 1 | 1 | 0% | 5,231 | 11,559 | +121% | 0 | 0 | — |
case-03 | fail→pass | 21,003 | 23,994 | +14% | 1 | 1 | 0% | 5,599 | 11,726 | +109% | 0 | 0 | — |
case-04 | pass→pass | 7,290 | 4,003 | -45% | 1 | 1 | 0% | 1,418 | 6,357 | +348% | 0 | 0 | — |
case-05 | pass→pass | 8,395 | 6,264 | -25% | 1 | 1 | 0% | 1,648 | 6,904 | +319% | 0 | 0 | — |
case-06 | pass→pass | 5,580 | 3,834 | -31% | 1 | 1 | 0% | 1,029 | 6,269 | +509% | 0 | 0 | — |
case-07 | pass→pass | 5,254 | 4,641 | -12% | 1 | 1 | 0% | 1,101 | 6,518 | +492% | 0 | 0 | — |
case-08 | fail→pass | 10,191 | 4,538 | -55% | 1 | 1 | 0% | 1,842 | 6,393 | +247% | 0 | 0 | — |
case-09 | fail→pass | 13,606 | 7,821 | -43% | 1 | 1 | 0% | 3,085 | 7,475 | +142% | 0 | 0 | — |
case-10 | fail→pass | 6,620 | 3,634 | -45% | 1 | 1 | 0% | 1,377 | 6,286 | +356% | 0 | 0 | — |
case-11 | fail→pass | 12,095 | 7,113 | -41% | 1 | 1 | 0% | 2,735 | 7,353 | +169% | 0 | 0 | — |
case-12 | pass→pass | 3,898 | 1,683 | -57% | 1 | 1 | 0% | 721 | 5,826 | +708% | 0 | 0 | — |
case-13 | pass→pass | 5,264 | 3,394 | -36% | 1 | 1 | 0% | 927 | 6,267 | +576% | 0 | 0 | — |
case-14 | pass→pass | 8,332 | 8,527 | +2% | 1 | 1 | 0% | 1,839 | 7,373 | +301% | 0 | 0 | — |
case-15 | pass→pass | 3,240 | 2,287 | -29% | 1 | 1 | 0% | 673 | 6,057 | +800% | 0 | 0 | — |
case-16 | pass→pass | 12,786 | 11,535 | -10% | 1 | 1 | 0% | 2,763 | 8,148 | +195% | 0 | 0 | — |
case-21 | pass→pass | 8,864 | 7,180 | -19% | 1 | 1 | 0% | 2,217 | 7,274 | +228% | 0 | 0 | — |
case-17 | fail→pass | 9,860 | 4,958 | -50% | 1 | 1 | 0% | 1,838 | 6,618 | +260% | 0 | 0 | — |
case-18 | fail→pass | 9,973 | 5,458 | -45% | 1 | 1 | 0% | 2,036 | 6,836 | +236% | 0 | 0 | — |
case-19 | pass→pass | 6,004 | 5,865 | -2% | 1 | 1 | 0% | 1,192 | 6,706 | +463% | 0 | 0 | — |
case-20 | pass→pass | 3,647 | 3,410 | -6% | 1 | 1 | 0% | 800 | 6,264 | +683% | 0 | 0 | — |
case-22 | pass→pass | 12,327 | 12,597 | +2% | 1 | 1 | 0% | 2,763 | 8,838 | +220% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +41 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
| Model | Method | Date | Lift |
|---|---|---|---|
| gemini-3.6-flash | verified | 7/24/2026 | +64% |
Other measured skills in the registry, with their headline benchmark lift.