Official agent skill

Swift MCP Server Generator

by github in github/awesome-copilot

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

OfficialMITAuto-check passedMobile

Install Swift MCP Server Generator

skills CLI
$ npx skills add github/awesome-copilot --skill swift-mcp-server-generator -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install github/awesome-copilot swift-mcp-server-generator --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/swift-mcp-server-generator .claude/skills/swift-mcp-server-generator && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
swift-mcp-server-generator
GitHub stars
40k
Used in
1 other repo
Token cost
~4.4k tokens
SKILL.md length
118 words
Files
1
Skills in repo
417
Repo updated
First seen
Licence
MIT

At a glance

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

  • Tasks that involve iOS development
  • SKILL.md covers Project Generation, Package.swift Template, main.swift Template and Server.swift Template, plus 14 more sections
  • Calls swift; reaches github.com
  • Tasks that involve MCP servers

What it does

Swift MCP Server Generator is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

Its SKILL.md is about 4.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Mobile, covering iOS development and MCP servers. It works with Model Context Protocol. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.

When your agent uses it

  • Tasks that involve iOS development
  • Tasks that involve MCP servers

Example prompts

  • “/swift-mcp-server-generator”

What it can do on your machine

Read from SKILL.md and the folder at commit 727ff2e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • swift

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Swift MCP Server Generator loads about 4.4k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 118 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~4.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from github/awesome-copilot at commit 727ff2e, republished under its MIT licence (© github). 118 words, ~4,374 tokens.

Download SKILL.mdSave it as .claude/skills/swift-mcp-server-generator/SKILL.md (or your agent's skills folder).
name
swift-mcp-server-generator
description
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

Swift MCP Server Generator

Generate a complete, production-ready MCP server in Swift using the official Swift SDK package.

Project Generation

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.md

Package.swift Template

swift
// 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"]
        )
    ]
)

main.swift Template

swift
import 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
}

Server.swift Template

swift
import 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
}

ToolDefinitions.swift Template

swift
import 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")
                ])
            ])
        )
    ]
}

ToolHandlers.swift Template

swift
import 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
    )
}

ResourceDefinitions.swift Template

swift
import 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"
        )
    ]
}

ResourceHandlers.swift Template

swift
import 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()
    }
}

PromptDefinitions.swift Template

swift
import 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)
            ]
        )
    ]
}

PromptHandlers.swift Template

swift
import 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)
}

ServerTests.swift Template

swift
import 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)
    }
}

README.md Template

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

```bash
swift build -c release

Usage

Run the server:

bash
swift run

Or with logging:

bash
LOG_LEVEL=debug swift run

Testing

bash
swift test

Development

The server uses:

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

MIT


## Generation Instructions

1. **Ask for project name and description**
2. **Generate all files** with proper naming
3. **Use actor-based state** for thread safety
4. **Include comprehensive logging** with swift-log
5. **Implement graceful shutdown** with ServiceLifecycle
6. **Add tests** for all handlers
7. **Use modern Swift concurrency** (async/await)
8. **Follow Swift naming conventions** (camelCase, PascalCase)
9. **Include error handling** with proper MCPError usage
10. **Document public APIs** with doc comments

## Build and Run

```bash
# 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/

Integration with Claude Desktop

Add to claude_desktop_config.json:

json
{
  "mcpServers": {
    "my-mcp-server": {
      "command": "/path/to/MyMCPServer"
    }
  }
}

© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/swift-mcp-server-generator of github/awesome-copilot.

Open the folder on GitHubat commit 727ff2e

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in github/awesome-copilot, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Swift MCP Server Generator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Swift MCP Server Generator compared with similar skills
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MCP SDK Tier Auditmodelcontextprotocol/conformance129—~4.4kAutomated safety check: PassCustom licence
Healthmd CLI DevelopmentCodyBontecou/health-md230—~4.3kAutomated safety check: PassAGPL-3.0
Healthmd CLI QACodyBontecou/health-md230—~4kAutomated safety check: PassAGPL-3.0

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Questions about Swift MCP Server Generator

What does Swift MCP Server Generator do?

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package. Swift MCP Server Generator is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

When should I use Swift MCP Server Generator?

Swift MCP Server Generator fits situations like: tasks that involve iOS development; tasks that involve MCP servers.

How do I install Swift MCP Server Generator in Claude Code?

Run `npx skills add github/awesome-copilot --skill swift-mcp-server-generator -a claude-code`. Or copy the skill folder (skills/swift-mcp-server-generator in github/awesome-copilot) into .claude/skills/swift-mcp-server-generator in your project. Claude Code loads it when a task matches its description.

How do I install Swift MCP Server Generator in Codex?

Run `npx skills add github/awesome-copilot --skill swift-mcp-server-generator -a codex`. Or copy the skill folder (skills/swift-mcp-server-generator in github/awesome-copilot) into .agents/skills/swift-mcp-server-generator in your project. Codex loads it when a task matches its description.

Can I use Swift MCP Server Generator in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/awesome-copilot --skill swift-mcp-server-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swift-mcp-server-generator, .gemini/skills/swift-mcp-server-generator, .github/skills/swift-mcp-server-generator and .opencode/skills/swift-mcp-server-generator in your project.

What does Swift MCP Server Generator need to run?

Going by SKILL.md and its folder, Swift MCP Server Generator needs the command-line tools its instructions call (swift).

Does Swift MCP Server Generator access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Swift MCP Server Generator safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Swift MCP Server Generator use?

Swift MCP Server Generator is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Swift MCP Server Generator use?

About 4.4k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Swift MCP Server Generator?

Skills that share tags, products or a category with Swift MCP Server Generator: iOS Simulator Workflows (conorluddy/xclaude-plugin, 183 stars), Xcodebuildmcp (w-winter/dot314, 139 stars), MCP SDK Tier Audit (modelcontextprotocol/conformance, 129 stars) and Healthmd CLI Development (CodyBontecou/health-md, 230 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Swift MCP Server Generator?

github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,748 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 7, 2026.

Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.