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Scaffold a production-ready C# MCP server with tools, logging, and proper configuration. \n \n Generates a complete .NET 8.0+ console application with Host builder pattern, DI configuration, and stdio transport setup \n Includes automatic tool discovery via WithToolsFromAssembly() , attribute-based tool definitions, and structured logging routed to stderr \n Provides example tool implementations with parameter validation, async support, and McpProtocolException error handling \n Covers project s

Generate production-ready Go MCP server projects with proper structure, dependencies, and typed tool implementations. \n \n Scaffolds complete Go module layout with official MCP SDK integration, including main server setup, tool registration, and graceful shutdown handling \n Provides typed tool handlers with JSON schema validation, structured inputs/outputs, and context-aware error handling \n Includes configuration management via environment variables, basic test structure, and README document

Complete Python MCP server project generator with tools, resources, and proper configuration. \n \n Scaffolds a new Python project using uv with MCP SDK, proper directory structure, and .gitignore \n Supports both stdio (local) and streamable-http (remote) transport types with optional host, port, and stateless mode configuration \n Generates decorated tools, resources, and prompts with automatic schema generation from type hints and docstrings \n Includes comprehensive error handling, async/awa

Generate complete MCP server implementations optimized for Copilot Studio with Power Platform connector standards. \n \n Produces all required files (apiDefinition.swagger.json, apiProperties.json, script.csx, and MCP server code) following Power Platform connector structure with x-ms-agentic-protocol: mcp-streamable-1.0 support \n Enforces Copilot Studio schema constraints: no reference types, single-type fields only, primitive types, and full URI endpoints to ensure compatibility \n Generates

The Model Context Protocol (MCP) lets AI assistants call tools, read resources, and use prompts from your server. Use this skill when building or maintaining MCP servers. The SDK API evolves; check Context7 (query-docs for "MCP") or the official MCP documentation for current method names and signatures.

Server Components use DIFFERENT navigation methods than Client Components!

Generate production-ready Kotlin MCP server projects with Gradle, official SDK, and typed tools. \n \n Scaffolds complete project structure with build.gradle.kts, package layout, and MCP server configuration using io.modelcontextprotocol:kotlin-sdk \n Includes 2–3 sample tools with JSON schema definitions, typed inputs/outputs, and error handling patterns \n Provides coroutine-based server setup with stdio transport, environment variable configuration, and kotlin-logging integration \n Includes

Generate production-ready MCP servers in Java with the official SDK, Maven or Gradle, and reactive streams. \n \n Scaffolds complete project structure with tools, resources, and prompts organized into separate handler classes \n Includes Maven and Gradle templates with MCP SDK, SLF4J logging, Project Reactor, and JUnit 5 dependencies \n Provides ready-to-use handler templates for tools, resources, and prompts with error handling and async Mono-based responses \n Generates test suite examples and

Generate complete, production-ready MCP server projects in Swift with the official SDK. \n \n Scaffolds full project structure with Package.swift, source files organized by capability (Tools, Resources, Prompts), and unit tests \n Includes templates for main.swift with ServiceLifecycle integration, Server.swift configuration, and handler implementations for tools, resources, and prompts \n Provides example tool definitions (greet, calculate) and resource/prompt handlers with proper error handlin

Use openlogs tail to retrieve recent server logs before asking the user to paste anything. Prefer the cleaned text log unless ANSI or raw terminal bytes matter.