Integration testing conventions for applications. Covers test scope, external dependency management, environment setup, data isolation, and project testing guidance.
Maven build patterns for multi-module projects, Maven Central publishing via OSSRH, GPG signing, release profiles, Spring Boot parent POM, BOM dependency management, and automated…
JVM dependency intelligence via Maven Tools MCP server. Use when user asks about Java/Kotlin/Scala dependencies, versions, upgrades, CVEs, or licenses.
Turn vague feedback, screenshots, taste, frustration, or half-formed product intuition into an implementation-ready prompt for a coding agent.
MaxQuant + Perseus proteomics pipeline: run MaxQuant for LFQ and SILAC; parse proteinGroups.txt in Python; filter contaminants/decoys; log2 + median-normalize; impute MNAR; t-test…
Hedging EA dengan sistem trailing stop dan pending order otomatis. Converted dari MQL5, cross-platform (Windows/Linux/Mac). Compatible dengan mt5linux Docker.
Triage and build any site shape -- lander (1 page), minisite (~4 pages), or full website -- and graduate between them.
Bundle a Cloudflare Worker that combines MoonBit core code with a TypeScript entry. Use when wrangler must ship a moon-built JS module alongside hand-written TS, with FFI rewrites…
Send chat message in Minecraft - social/debugging/alignment. Returns acknowledgement only
Create professional, consultant-grade PowerPoint presentations from scratch using python-pptx with McKinsey-style design.
Use when diagnosing organizational alignment with the McKinsey 7S framework: shared values, strategy, structure, systems, style, staff, and skills; how the seven elements…
Execute mcloud deployments commands to list deployments, retrieve deployment details, and fetch build logs.
Execute mcloud logs to fetch and stream runtime logs for Cloud environments. Use when reading backend or storefront logs, filtering by time range, searching for errors, or scoping…
Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding and running unit and functional tests, golden values, marker filters, and CI parity.
Patterns for organizing, naming, and structuring multi-tool MCP servers (10+ tools). 多工具MCP服務器架構、分組、命名慣例。Use when: user asks to organize MCP tools, structure multi-tool MCP,…
Use when building, reviewing, deploying, or extending Model Context Protocol servers, especially TypeScript MCP servers, stdio transports, Streamable HTTP transports, remote MCP…
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
（中文）Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Create MCP servers using the C# SDK and .NET project templates. Covers scaffolding, tool/prompt/resource implementation, and transport configuration for stdio and HTTP.
Run and debug C# MCP servers locally. Covers IDE configuration, MCP Inspector testing, GitHub Copilot Agent Mode integration, logging setup, and troubleshooting.
Publish and deploy C# MCP servers. Covers NuGet packaging for stdio servers, Docker containerization for HTTP servers, Azure Container Apps and App Service deployment, and…
Test C# MCP servers at multiple levels: unit tests for individual tools and integration tests using the MCP client SDK.
Self-debug loop через два слоя MCP — project (apps/mcp + packages/debug-tools) и Coolify (prod). Используй MCP вместо ad-hoc curl/psql/ssh, а при нехватке тулов сначала расширяй…
Production deployment patterns for MCP servers including Docker, cloud platforms, monitoring, and scalabilityUse when "mcp deployment, deploy mcp server, mcp docker, mcp…
Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources.
After Fusebase Gate MCP tool sessions, produce a concise debug-oriented summary — what went smoothly, what did not, and actionable improvements to fusebase-gate skills, prompts,…
LiteLLM-RS MCP Gateway Architecture. Covers Model Context Protocol, JSON-RPC 2.0 implementation, multi-transport support (HTTP, SSE, WebSocket, Stdio), and permission system.
Maintains MCP-and-harness repositories where CLI and MCP are thin agent-facing interfaces and core libraries hold domain logic—mcp_flutter, IntentCall (intentcall),…
Set up MCP Inspector for debugging and testing MCP servers with request logging, response inspection, and protocol validation.
Dieser Skill sollte verwendet werden, wenn der Benutzer nach "MCP-Server hinzufügen", "MCP integrieren", "MCP in Plugin konfigurieren", ".mcp.json verwenden", "Model Context…
Core 9/9 — MCP (Model Context Protocol): what it is, the relationship to tools and skills, how to install an MCP server, .mcp.json vs ~/.claude.json scoping, env var expansion,…
Based on FeiShu(飞书) / Lark's OpenAPI MCP server, manage user information, chats, emails, cloud documents, multidimensional tables, tasks, calendars, etc.
MCP サーバーの設計・実装・統合・運用・進化を包括するスキル。「MCPサーバー作って」「MCPツール追加して」「MCP接続設定して」「MCPサーバーのレビュー」「新しいMCPサーバー設計」「MCP レジストリ更新」と言われたら必ず使う。FastMCP (Python) + Granian + uv + structlog の Ryota…
Provides Playwright MCP server workflow for E2E testing, visual validation, cross-browser automation, and performance measurement with error recovery strategies.
Diagnóstico y solución de problemas de MCP servers en Claude Desktop. Usar cuando los servidores MCP muestran "Server disconnected", fallan al conectar, o tienen problemas de…
Migrates an MCP server from the original session-oriented protocol to the 2026 stateless spec (finalising July 28, 2026).
Guide for publishing MCP servers to NPM (TypeScript/Node.js) or UVX (Python). Use when preparing MCP servers for public distribution, validating package configuration, or walking…
Implement MCP resources that provide data and files to AI assistants - URIs, caching, and streaming
Generic MCP (Model Context Protocol) server development patterns. Provides reusable architecture and best practices for building MCP servers that expose any domain-specific…
Build production-ready MCP (Model Context Protocol) servers with tool definitions, resource providers, prompt templates, and transport configuration.
Use when designing, building, or debugging a Model Context Protocol (MCP) server in Node/TypeScript. Triggers: stdio JSON-RPC handshake, tool descriptions as discovery surface,…
Test MCP servers for quality and reliability. Verify tool functionality, test error handling, generate tests, and assess response quality with no dependencies other than curl.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows. Use when setting up MCP servers, debugging connection issues, managing…
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
Creates production-ready MCP servers with tools, resources, and prompts using TypeScript SDK or Python FastMCP. Use when building MCP integrations for Claude or LLM applications.
Referenz für MCP-Server-Konfiguration in Claude Code – Einrichtung, Debugging, bekannte Server
Check LCI MCP server registration status across slop-mcp and standard configurations. 查LCI伺服器登錄狀態。 Use when: checking if lci is registered, diagnosing connection errors, verifying…
Execute database operations via Supabase MCP (query/write/migration/logs/type generation). Triggers:…
React Native MCP 서버 전체 기능 검증 절차. 데모 앱 32개 스텝을 모두 순서대로 진행하면 MCP 내부 기능을 전부 검증한다. 클릭/탭은 query_selector → measure → tap(platform, x, y)으로 idb/adb 네이티브 터치 필수.
Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing.
Comprehensive lifecycle for authoring, registering, documenting, and maintaining MCP tools in packages/myco/src/tools/ — covering schema definition in TOOL_DEFINITIONS arrays,…
Connect agents to MCP servers using stdio or HTTP transport, with automatic Docker lifecycle management and transport auto-detection.
Configure WebSocket transport for bidirectional MCP communication with connection management and reconnection handling.
Use when the user mentions "mcpproxy", an MCP router/proxy, fronting many MCP servers behind one endpoint, MCP rate-limit or quarantine, or asks how to cut MCP startup cost when…
Wetenschappelijk onderbouwde MCQ-expert op basis van Haladyna, Downing & Rodriguez (2002) en de AERA/APA/NCME Standards.
End-to-end MCU project planning and documentation for embedded microcontroller projects (ESP32, STM32, Arduino, RP2040).
Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required