⌨️Cursor 必备 MCP 组合推荐

Automatically scans the TizenFX codebase on a rotating schedule to discover .NET 8 / C# 12+ refactoring targets and register them as GitHub Issues.

Perform a refactor pass focused on simplicity after recent changes. Use when the user asks for a refactor/cleanup pass, simplification, dead-code removal, or says "refactor pass".

Database Connection Troubleshooting

Python Application Memory Troubleshooting

Structural refactoring pass on changed code. Use after implementing a feature to improve code structure, reduce duplication, and clean up APIs without changing behavior.

Dedicated security-audit route for OWASP-style risks, secret leaks, auth flaws, injection, unsafe input handling, SSRF/XSS, and sensitive-data exposure. Use instead of code-reviewer when the prompt explicitly asks for security, vulnerability, threat, auth, or OWASP review.

Use when defining or reviewing massCode renderer types that come from generated API clients or DTOs, especially when deciding whether to reuse existing API shapes, derive narrower local types, or introduce a UI-only model.

HiMarket 前端（React + TypeScript + Vite）代码规范：Prettier/ESLint、严格 TypeScript、注释与 Fast Refresh、Design Token、Tailwind、验证命令。

refactor 流程的超轻量通道——直接识别 1-3 条低风险优化、一次确认、原地改、跑测试自证。触发：用户说"快速重构"、"小重构"、"简单优化下 XX 函数"、"别那么多步骤"，且改动在单函数 / 单组件局部、有测试可自证。

Add new C# APIs to SkiaSharp by wrapping Skia C++ functionality, or review existing API PRs for correctness and style. Two workflows: (1) Add: C++ analysis → C API → bindings → C# wrapper → tests → review (2) Review: check naming, Span overloads, properties, tests, interop safety. Triggers: - "add DrawFoo method", "expose SkSurface::draw", "wrap sk_foo_bar" - "add API", "expose function", "wrap method", "create binding for" - "review this API", "check the API surface", "review PR #NNN for API design" - Issue classified as "New API" (after fetching and classification)

Use this skill whenever a user wants to transfer, migrate, convert, troubleshoot, or generate commands for moving SQLite 3 schema and data into MySQL or MariaDB using sqlite3mysql. This skill helps gather the required source and connection details, choose a local or Docker workflow, produce safe copy-pasteable commands, and explain sqlite3mysql caveats.

Use this skill when the user wants to css generator for transforming user interfaces from design tokens.

Run coverage, inspect results, and identify missing test scenarios for a given source file. Use when analysing test coverage or finding untested branches.

Analyze a design against all 10 Refactoring UI skills and generate a comprehensive assessment with specific fixes

Guide for Android and iOS game security, reversing, and anti-cheat-adjacent platform research. Use this skill when working with APK or IPA analysis, IL2CPP mobile titles, Frida, Zygisk or Magisk, jailbreak or root detection bypass, Android kernel modules, emulator detection, or mobile anti-cheat systems.

Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers and actions, or optimizing existing automations. Covers automation opportunity identification, workflow design, tool selection (Zapier, Make, n8n), testing, and maintenance. Trigger on "automate", "automation", "workflow automation", "save time", "reduce manual work", "automate my business", "no-code automation".

Improve code readability, enforce idiomatic Kotlin conventions, and enhance documentation quality in S3Mock without changing behavior. Use when asked to clean up code, improve naming, add KDoc, or align with Kotlin/project idioms. Also invoked by the implement and test skills before adding new code to messy areas.

Use when you have a spec or requirements for a multi-step task. Creates comprehensive implementation plans with bite-sized tasks, exact file paths, and complete code examples.

Backend PHP development for UnoPim. Activates when writing PHP code, creating classes, models, repositories, events, listeners, or tests; or when the user mentions model, repository, controller, service, event, listener, observer, Concord, proxy, or needs to write backend code. MUST be invoked before writing any PHP tests.

Python 原型链污染（属性注入/Class Pollution）检测与利用。当目标为 Python Web 应用（Flask/Sanic/Django/FastAPI）且存在递归合并(merge)、深度属性设置(pydash.set_)、JSON 配置更新接口时使用。覆盖污染入口识别、__globals__链构造、Flask SECRET_KEY/Jinja2定界符/searchpath污染、pydash路径过滤绕过、Sanic污染链、RCE/文件读取/权限提升利用

Backend plugin architecture, DeviceInterface API, dynamic loading, command encoding, and backend registration patterns in LuisaCompute

Create a production-ready Dockerfile and deployment config for any project. Optimized for small image size and security. Use when the user wants to containerize their app or deploy to Fly.io, Railway, or any Docker-based platform.

Python code review guidelines for the Cog SDK

SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic

React Hook Form performance optimization for client-side form validation using useForm, useWatch, useController, and useFieldArray. This skill should be used when building client-side controlled forms with React Hook Form library. This skill does NOT cover React 19 Server Actions, useActionState, or server-side form handling (use react-19 skill for those).

Add, remove, configure, and troubleshoot MCP (Model Context Protocol) servers. Use when the user wants to connect external tools, manage MCP server lifecycle, or debug MCP connectivity issues.

提供后端Java测试的规范，包括测试策略、测试类型、测试工具和测试流程等。在进行后端Java测试时调用。

Python SDK patterns for Opik. Use when working in sdks/python, on SDK APIs, integrations, or message processing.

Refactor code safely in small verified slices while keeping repo continuity docs in sync inside the active agent's own folder. Use when an agent is asked to refactor, restructure, clean up, remove or replace code, modernize modules, or do follow-up hygiene in a repo.

Launch browser or check its status. Returns current state (is_open, url, title, tab_count). If already running, returns status without restarting. Auto-handles everything - no need to call browser_status first.

Switch to a specific browser tab by index. When you need to work with a different tab or return to previous page. Use browser_list_tabs to get tab indices.

Check browser current state including open status, current URL, page title, tab count. Useful for checking current page URL/title. Note - browser_open already includes status check and auto-starts if needed, so you don't need to call browser_status before browser_open.

Capture browser page screenshot (webpage content only, not desktop). When you need to show page state, document results, or debug issues. For desktop screenshots, use desktop_screenshot instead.

Type text into input fields on webpage. When you need to fill forms, enter search queries, or input data. PREREQUISITE - must use browser_navigate first. May need to click field first for focus.

Navigate browser to specified URL to open a webpage. When you need to open webpages or start web automation. PREREQUISITE - must call before browser_click/type operations. Auto-starts browser if not running.

Click page elements by CSS selector or text content. When you need to click buttons, links, or select options. PREREQUISITE - must use browser_navigate to open target page first.

Smart browser task agent - describe what you want done in natural language and it completes automatically. PREFERRED tool for multi-step browser operations like searching, form filling, and data extraction.

Open new browser tab and navigate to URL (keeps current page open). When you need to open additional page without closing current, or multi-task across pages. PREREQUISITE - must confirm browser is running first.

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video

List all open browser tabs with their index, URL and title. When you need to check what pages are open, manage multiple tabs, or find a specific tab to switch to.

Extract page content and element text from current webpage. When you need to read page information, get element values, scrape data, or verify page content.

Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). Pre-installed: NumPy, Pandas, Matplotlib, requests, BeautifulSoup, Selenium, Playwright, MoviePy, Pillow, OpenCV, trimesh, and 100+ more libraries. Use for: data processing, web scraping, image manipulation, video creation, 3D model processing, PDF generation, API calls, automation scripts. Triggers: python, execute code, run script, web scraping, data analysis, image processing, video editing, 3D models, automation, pandas, matplotlib

Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models. Package: inferencesh (pip install inferencesh). Supports sync/async, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, and human approval. Use for: Python integration, AI apps, agent development, RAG pipelines, automation. Triggers: python sdk, inferencesh, pip install, python api, python client, async inference, python agent, tool builder python, programmatic ai, python integration, sdk python

Deploy to Vercel/Netlify. One-way ticket to production arranged. Use when user mentions deployment, Vercel, Netlify, analytics, or health checks. Do NOT load for: implementation work, local development, reviews, or setup.

Control Cursor IDE via opencli + CDP from the terminal. Send prompts, read chat, switch models, browse history, take screenshots, create new agents, switch projects. Auto-compatible with Cursor 3 Agent standalone window and traditional Editor embedded chat. Use when users need to control Cursor from the command line, send prompts, read conversations, switch models, view history, take screenshots, create new agent tabs, switch projects, or mention keywords like cursor cdp, cursor control, cursor screenshot, cursor model switch, opencli cursor.

Review an OpenMetadata connector against golden standards. Runs multi-agent analysis covering architecture, code quality, type safety, testing, and performance. When a PR number is given, automatically posts the quality summary to the PR description and a detailed review as a PR comment.

Production-ready patterns for integrating frontend applications with backend APIs, including race condition handling, request cancellation, retry strategies, error normalization, and UI state management.

Skill e plugin para desenvolvimento Docker e container no Claude Code para otimização de Dockerfile, orquestração docker-compose, builds multi-stage e hardening de segurança de container. Use quando: o usuário quiser otimizar um Dockerfile, criar ou melhorar configurações docker-compose, implementar builds multi-stage, auditar segurança de container, reduzir tamanho de imagem ou seguir melhores práticas de container.