Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.
.claude/skills/swift-mcp-server-generator/SKILL.md| Model | Eval pass | Runs |
|---|---|---|
| gemini-3.6-flash | 100% | 38 |
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-14 | ✗→✓ | ▲ Improved | — | — |
| case-11 | ✗→✓ | ▲ Improved | — | — |
| case-05 | ✗→✓ | ▲ Improved | — | — |
| case-12 | ✗→✓ | ▲ Improved | — | — |
| case-08 | ✗→✓ | ▲ Improved | — | — |
Generate a complete, production-ready MCP server in Swift using the official Swift SDK package.
When asked to create a Swift MCP server, generate a complete project with this structure:
my-mcp-server/
├── Package.swift
├── Sources/
│ └── MyMCPServer/
│ ├── main.swift
│ ├── Server.swift
│ ├── Tools/
│ │ ├── ToolDefinitions.swift
│ │ └── ToolHandlers.swift
│ ├── Resources/
│ │ ├── ResourceDefinitions.swift
│ │ └── ResourceHandlers.swift
│ └── Prompts/
│ ├── PromptDefinitions.swift
│ └── PromptHandlers.swift
├── Tests/
│ └── MyMCPServerTests/
│ └── ServerTests.swift
└── README.mdswift// swift-tools-version: 6.0 import PackageDescription let package = Package( name: "MyMCPServer", platforms: [ .macOS(.v13), .iOS(.v16), .watchOS(.v9), .tvOS(.v16), .visionOS(.v1) ], dependencies: [ .package( url: "https://github.com/modelcontextprotocol/swift-sdk.git", from: "0.10.0" ), .package( url: "https://github.com/apple/swift-log.git", from: "1.5.0" ), .package( url: "https://github.com/swift-server/swift-service-lifecycle.git", from: "2.0.0" ) ], targets: [ .executableTarget( name: "MyMCPServer", dependencies: [ .product(name: "MCP", package: "swift-sdk"), .product(name: "Logging", package: "swift-log"), .product(name: "ServiceLifecycle", package: "swift-service-lifecycle") ] ), .testTarget( name: "MyMCPServerTests", dependencies: ["MyMCPServer"] ) ] )
swiftimport MCP import Logging import ServiceLifecycle struct MCPService: Service { let server: Server let transport: Transport func run() async throws { try await server.start(transport: transport) { clientInfo, capabilities in logger.info("Client connected", metadata: [ "name": .string(clientInfo.name), "version": .string(clientInfo.version) ]) } // Keep service running try await Task.sleep(for: .days(365 * 100)) } func shutdown() async throws { logger.info("Shutting down MCP server") await server.stop() } } var logger = Logger(label: "com.example.mcp-server") logger.logLevel = .info do { let server = await createServer() let transport = StdioTransport(logger: logger) let service = MCPService(server: server, transport: transport) let serviceGroup = ServiceGroup( services: [service], configuration: .init( gracefulShutdownSignals: [.sigterm, .sigint] ), logger: logger ) try await serviceGroup.run() } catch { logger.error("Fatal error", metadata: ["error": .string("\(error)")]) throw error }
swiftimport MCP import Logging func createServer() async -> Server { let server = Server( name: "MyMCPServer", version: "1.0.0", capabilities: .init( prompts: .init(listChanged: true), resources: .init(subscribe: true, listChanged: true), tools: .init(listChanged: true) ) ) // Register tool handlers await registerToolHandlers(server: server) // Register resource handlers await registerResourceHandlers(server: server) // Register prompt handlers await registerPromptHandlers(server: server) return server }
swiftimport MCP func getToolDefinitions() -> [Tool] { [ Tool( name: "greet", description: "Generate a greeting message", inputSchema: .object([ "type": .string("object"), "properties": .object([ "name": .object([ "type": .string("string"), "description": .string("Name to greet") ]) ]), "required": .array([.string("name")]) ]) ), Tool( name: "calculate", description: "Perform mathematical calculations", inputSchema: .object([ "type": .string("object"), "properties": .object([ "operation": .object([ "type": .string("string"), "enum": .array([ .string("add"), .string("subtract"), .string("multiply"), .string("divide") ]), "description": .string("Operation to perform") ]), "a": .object([ "type": .string("number"), "description": .string("First operand") ]), "b": .object([ "type": .string("number"), "description": .string("Second operand") ]) ]), "required": .array([ .string("operation"), .string("a"), .string("b") ]) ]) ) ] }
swiftimport MCP import Logging private let logger = Logger(label: "com.example.mcp-server.tools") func registerToolHandlers(server: Server) async { await server.withMethodHandler(ListTools.self) { _ in logger.debug("Listing available tools") return .init(tools: getToolDefinitions()) } await server.withMethodHandler(CallTool.self) { params in logger.info("Tool called", metadata: ["name": .string(params.name)]) switch params.name { case "greet": return handleGreet(params: params) case "calculate": return handleCalculate(params: params) default: logger.warning("Unknown tool requested", metadata: ["name": .string(params.name)]) return .init( content: [.text("Unknown tool: \(params.name)")], isError: true ) } } } private func handleGreet(params: CallTool.Params) -> CallTool.Result { guard let name = params.arguments?["name"]?.stringValue else { return .init( content: [.text("Missing 'name' parameter")], isError: true ) } let greeting = "Hello, \(name)! Welcome to MCP." logger.debug("Generated greeting", metadata: ["name": .string(name)]) return .init( content: [.text(greeting)], isError: false ) } private func handleCalculate(params: CallTool.Params) -> CallTool.Result { guard let operation = params.arguments?["operation"]?.stringValue, let a = params.arguments?["a"]?.doubleValue, let b = params.arguments?["b"]?.doubleValue else { return .init( content: [.text("Missing or invalid parameters")], isError: true ) } let result: Double switch operation { case "add": result = a + b case "subtract": result = a - b case "multiply": result = a * b case "divide": guard b != 0 else { return .init( content: [.text("Division by zero")], isError: true ) } result = a / b default: return .init( content: [.text("Unknown operation: \(operation)")], isError: true ) } logger.debug("Calculation performed", metadata: [ "operation": .string(operation), "result": .string("\(result)") ]) return .init( content: [.text("Result: \(result)")], isError: false ) }
swiftimport MCP func getResourceDefinitions() -> [Resource] { [ Resource( name: "Example Data", uri: "resource://data/example", description: "Example resource data", mimeType: "application/json" ), Resource( name: "Configuration", uri: "resource://config", description: "Server configuration", mimeType: "application/json" ) ] }
swiftimport MCP import Logging import Foundation private let logger = Logger(label: "com.example.mcp-server.resources") actor ResourceState { private var subscriptions: Set<String> = [] func addSubscription(_ uri: String) { subscriptions.insert(uri) } func removeSubscription(_ uri: String) { subscriptions.remove(uri) } func isSubscribed(_ uri: String) -> Bool { subscriptions.contains(uri) } } private let state = ResourceState() func registerResourceHandlers(server: Server) async { await server.withMethodHandler(ListResources.self) { params in logger.debug("Listing available resources") return .init(resources: getResourceDefinitions(), nextCursor: nil) } await server.withMethodHandler(ReadResource.self) { params in logger.info("Reading resource", metadata: ["uri": .string(params.uri)]) switch params.uri { case "resource://data/example": let jsonData = """ { "message": "Example resource data", "timestamp": "\(Date())" } """ return .init(contents: [ .text(jsonData, uri: params.uri, mimeType: "application/json") ]) case "resource://config": let config = """ { "serverName": "MyMCPServer", "version": "1.0.0" } """ return .init(contents: [ .text(config, uri: params.uri, mimeType: "application/json") ]) default: logger.warning("Unknown resource requested", metadata: ["uri": .string(params.uri)]) throw MCPError.invalidParams("Unknown resource URI: \(params.uri)") } } await server.withMethodHandler(ResourceSubscribe.self) { params in logger.info("Client subscribed to resource", metadata: ["uri": .string(params.uri)]) await state.addSubscription(params.uri) return .init() } await server.withMethodHandler(ResourceUnsubscribe.self) { params in logger.info("Client unsubscribed from resource", metadata: ["uri": .string(params.uri)]) await state.removeSubscription(params.uri) return .init() } }
swiftimport MCP func getPromptDefinitions() -> [Prompt] { [ Prompt( name: "code-review", description: "Generate a code review prompt", arguments: [ .init(name: "language", description: "Programming language", required: true), .init(name: "focus", description: "Review focus area", required: false) ] ) ] }
swiftimport MCP import Logging private let logger = Logger(label: "com.example.mcp-server.prompts") func registerPromptHandlers(server: Server) async { await server.withMethodHandler(ListPrompts.self) { params in logger.debug("Listing available prompts") return .init(prompts: getPromptDefinitions(), nextCursor: nil) } await server.withMethodHandler(GetPrompt.self) { params in logger.info("Getting prompt", metadata: ["name": .string(params.name)]) switch params.name { case "code-review": return handleCodeReviewPrompt(params: params) default: logger.warning("Unknown prompt requested", metadata: ["name": .string(params.name)]) throw MCPError.invalidParams("Unknown prompt: \(params.name)") } } } private func handleCodeReviewPrompt(params: GetPrompt.Params) -> GetPrompt.Result { guard let language = params.arguments?["language"]?.stringValue else { return .init( description: "Missing language parameter", messages: [] ) } let focus = params.arguments?["focus"]?.stringValue ?? "general quality" let description = "Code review for \(language) with focus on \(focus)" let messages: [Prompt.Message] = [ .user("Please review this \(language) code with focus on \(focus)."), .assistant("I'll review the code focusing on \(focus). Please share the code."), .user("Here's the code to review: [paste code here]") ] logger.debug("Generated code review prompt", metadata: [ "language": .string(language), "focus": .string(focus) ]) return .init(description: description, messages: messages) }
swiftimport XCTest @testable import MyMCPServer final class ServerTests: XCTestCase { func testGreetTool() async throws { let params = CallTool.Params( name: "greet", arguments: ["name": .string("Swift")] ) let result = handleGreet(params: params) XCTAssertFalse(result.isError ?? true) XCTAssertEqual(result.content.count, 1) if case .text(let message) = result.content[0] { XCTAssertTrue(message.contains("Swift")) } else { XCTFail("Expected text content") } } func testCalculateTool() async throws { let params = CallTool.Params( name: "calculate", arguments: [ "operation": .string("add"), "a": .number(5), "b": .number(3) ] ) let result = handleCalculate(params: params) XCTAssertFalse(result.isError ?? true) XCTAssertEqual(result.content.count, 1) if case .text(let message) = result.content[0] { XCTAssertTrue(message.contains("8")) } else { XCTFail("Expected text content") } } func testDivideByZero() async throws { let params = CallTool.Params( name: "calculate", arguments: [ "operation": .string("divide"), "a": .number(10), "b": .number(0) ] ) let result = handleCalculate(params: params) XCTAssertTrue(result.isError ?? false) } }
markdown# MyMCPServer A Model Context Protocol server built with Swift. ## Features - ✅ Tools: greet, calculate - ✅ Resources: example data, configuration - ✅ Prompts: code-review - ✅ Graceful shutdown with ServiceLifecycle - ✅ Structured logging with swift-log - ✅ Full test coverage ## Requirements - Swift 6.0+ - macOS 13+, iOS 16+, or Linux ## Installation
swift build -c release
## Usage
Run the server:
swift run
Or with logging:
LOG_LEVEL=debug swift run
## Testing
swift test
## Development
The server uses:
- [MCP Swift SDK](https://github.com/modelcontextprotocol/swift-sdk) - MCP protocol implementation
- [swift-log](https://github.com/apple/swift-log) - Structured logging
- [swift-service-lifecycle](https://github.com/swift-server/swift-service-lifecycle) - Graceful shutdown
## Project Structure
- `Sources/MyMCPServer/main.swift` - Entry point with ServiceLifecycle
- `Sources/MyMCPServer/Server.swift` - Server configuration
- `Sources/MyMCPServer/Tools/` - Tool definitions and handlers
- `Sources/MyMCPServer/Resources/` - Resource definitions and handlers
- `Sources/MyMCPServer/Prompts/` - Prompt definitions and handlers
- `Tests/` - Unit tests
## License
MITbash# Build swift build # Run swift run # Test swift test # Release build swift build -c release # Install swift build -c release cp .build/release/MyMCPServer /usr/local/bin/
Add to claude_desktop_config.json:
json{ "mcpServers": { "my-mcp-server": { "command": "/path/to/MyMCPServer" } } }
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-22 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-11 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-12 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-08 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-01 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-18 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
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 +50 percentage points is the difference between those two pass rates over the 22 comparable cases.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.