community MCP-инструменты и AI-утилиты | AI Agent Skills
Подборка installable AI Agent Skills для developer workflow в community utilities для Claude Code, Cursor и Windsurf.
На этой странице собраны созданные сообществом MCP-инструменты и интеграции с практической пользой для разработчиков. В приоритете проекты с активной поддержкой и понятными сценариями применения: от помощников для кода до утилит автоматизации. Используйте подборку как стартовую точку для оценки community-решений в стеке команды.
Best-Fit Next Paths
The Next Click Should Keep Narrowing, Not Reset Back To A Generic Directory
Once the install path is clear, move into the solution, CLI, or editorial surface that best matches this collection. That keeps platform, framework, and operations demand narrowing into a more verifiable high-intent journey.
Comprehensive guide for building production-ready MCP (Model Context Protocol) servers. Covers both FastMCP (Python) and MCP SDK (Node/TypeScript) implementations with practical examples, best practices, error handling, testing strategies, security guidelines, and real-world integration patterns.
Use this skill when the user asks to work with GitHub from the command line using gh CLI. This includes managing repositories, issues, pull requests, releases, authentication, codespaces, actions, and any other GitHub operations. Use this skill for phrases like create a PR, manage issues, clone a repo, check gh status, or any GitHub CLI workflow.
Apply modern web development best practices for security, compatibility, and code quality. Use when asked to apply best practices, security audit, modernize code, code quality review, or check for vulnerabilities.
Build REST APIs with proper error handling, status codes, request validation, response formatting, and rate limiting. Apply when creating API routes, handling errors, validating input, or designing API responses.
Transform vague inputs into precision-optimized AI prompts for Claude, ChatGPT, Gemini, or other LLMs. Use when user mentions optimize prompt, improve prompt, lyra, prompt engineering, or needs help crafting effective AI prompts.
Review and verify API documentation routes on the Formisch website. Use when checking documentation accuracy, completeness, and consistency with source code.
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralphs JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.
Use when searching for repositories across GitHub - provides syntax for filtering by stars, forks, language, topics, license, archived status, and all repository attributes
Use this agent when researching external best practices, documentation, and examples for any technology, framework, or development practice. Specializes in gathering information from official documentation, community standards, and well-regarded open source projects. Triggers on requests like research best practices, find examples of, how should I implement.
AI-powered text-to-speech CLI tool. Use for pronunciation queries, reading text aloud, generating audio files, or language practice. Triggers on how to pronounce, say this, read aloud, TTS, text to speech, speak, or audio generation requests.
Solve Advent of Code puzzles, algorithm challenges, and competitive programming problems. Activate when user provides AoC problem context/input, mentions solving puzzles/challenges, asks about algorithm selection (BFS, DFS, DP, etc.), or needs help with parsing structured input.
Use when searching GitHub via CLI for issues, PRs, repos, code, or commits - provides correct syntax for exclusions, qualifiers, quoting, and platform-specific handling to avoid command failures
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.
Create, update, and manage Jira issues from natural language. Use when the user wants to log bugs, create tickets, update issue status, or manage their Jira backlog.
Choose the right serialization format for .NET applications. Prefer schema-based formats (Protobuf, MessagePack) over reflection-based (Newtonsoft.Json). Use System.Text.Json with AOT source generators for JSON scenarios.
Generate or edit images using Google Gemini API via nanobanana. Use when the user asks to create, generate, edit images with nanobanana, or mentions image generation/editing tasks.
Manage issues with The Folds CAS-native BBS (Bulletin Board System). Use for creating, updating, searching, and tracking issues. Invoke when the user wants to create tickets, find work, check issue status, or manage dependencies.
Google Cloud Platform architecture patterns and best practices. Use when designing, deploying, or reviewing GCP infrastructure including GKE, Cloud Run, Cloud Functions, BigQuery, and IAM.
Use when adding animations with Motion Vue (motion-v) - provides motion component API, gesture animations, scroll-linked effects, layout transitions, and composables for Vue 3/Nuxt
Comprehensive BOQ (Bill of Quantities) creation and management for construction projects. This skill should be used when Claude needs to: (1) Create new BOQ files with standard work categories, (2) Add items to existing BOQ, (3) Manage construction cost estimates with material and labor breakdowns, (4) Generate Thai construction project cost sheets with proper formatting
Nuxt SEO meta-module with robots, sitemap, og-image, schema-org. Use when configuring SEO, generating sitemaps, creating OG images, or adding structured data.
Poll favorite RSS feeds including Hacker News and Lobsters. Fetches latest tech headlines and provides a summary of current news. Use when you want to catch up on tech news or see whats trending.
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions.
Use when user asks about documentation workflow, how to document, doc system, what is llmdoc, how does llmdoc work, or needs guidance on the documentation system.
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.
This skill should be used when the user asks to create a pull request, create PR, open PR, create an issue, file an issue, create a GitHub issue, create a Claude Code issue, report a bug in Claude Code, create a Codex issue, report a bug in Codex CLI, create a discussion, start a GitHub discussion, or mentions OSS contribution workflows.
Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to improve Core Web Vitals, fix LCP, reduce CLS, optimize INP, page experience optimization, or fix layout shifts.
Plan-spec-implement workflow for structured development. Only use when explicitly directed by user or when mentioned in project AGENTS.md file. Generates ephemeral plans in ~/.dot-agent/, applies specs to project docs, then implements test-first.
Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server that Claude should interact with via the MCP protocol. Supports both TypeScript and Python implementations.
AWS Identity and Access Management for users, roles, policies, and permissions. Use when creating IAM policies, configuring cross-account access, setting up service roles, troubleshooting permission errors, or managing access control.
Develop examples for AI SDK functions. Use when creating, running, or modifying examples under examples/ai-functions/src to validate provider support, demonstrate features, or create test fixtures.
Use when building real-time communication systems with WebSockets or Socket.IO. Invoke for bidirectional messaging, horizontal scaling with Redis, presence tracking, room management.
Deploy a Vibes app to exe.dev VM hosting. Uses nginx on persistent VMs with SSH automation. Supports client-side multi-tenancy via subdomain-based Fireproof database isolation.
Use bdg CLI for browser automation via Chrome DevTools Protocol. Provides direct CDP access (60+ domains, 300+ methods) for DOM queries, navigation, screenshots, network control, and JavaScript execution. Use this skill when you need to automate browsers, scrape dynamic content, or interact with web pages programmatically.
Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps with Vite.
Gère le schéma Prisma et les migrations de Motivia. Utilise ce skill quand lutilisateur demande de modifier la base de données, ajouter une table, un champ, une relation, ou effectuer une migration. PostgreSQL avec Prisma ORM.
Find and answer unanswered GitHub discussions. Activate when user wants to contribute to open source discussions, help answer GitHub questions, or find discussions to answer. Delegates all work to subagents.
Execute SQL queries against the local PostgreSQL database. Accepts raw SQL or natural language queries that get converted to SQL automatically. Use for inspecting data, running queries, or managing the Kindle notes database.
Enterprise-grade browser automation using WebDriver protocol. Use when the user needs to automate web browsers, perform web scraping, test web applications, fill forms, take screenshots, monitor performance, or execute multi-step browser workflows. Supports Chrome, Firefox, and Edge with connection pooling and health management.
Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practices.
Patchright-based browser automation with bot detection bypass. Use when Claude needs to interact with local web applications, test localhost/dev servers, take screenshots, or perform UI interactions on private networks. Ideal for QA automation, frontend debugging, E2E testing, and pre-deployment verification on local development environments.
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.
Generate images using Nano Banana Pro (Gemini 3 Pro Preview). Use when creating app icons, logos, UI graphics, marketing banners, social media images, illustrations, diagrams, or any visual assets. Supports reference images for style transfer and character consistency. Triggers include phrases like generate an image, create a graphic, make an icon, design a logo, create a banner, same style as, keep the style, or any request needing visual content.
Use when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.
This skill should be used when analyzing binaries, executables, or bytecode to understand what they do or how they work. Triggers on binary, executable, ELF, what does this do, reverse engineer, disassemble, decompile, pyc file, python bytecode, analyze binary, figure out, marshal. Routes to sub-skills for triage, static analysis, dynamic analysis, synthesis, or tool setup.
Comprehensive Excel spreadsheet creation, editing, and analysis with support for formulas, formatting, charts, data analysis, and visualization. Use when working with .xlsx, .xlsm, .csv files for: (1) Creating spreadsheets with formulas and formatting, (2) Reading/analyzing data, (3) Modifying existing spreadsheets while preserving formulas, (4) Creating charts and visualizations, (5) Data transformation and analysis, (6) Multi-worksheet operations
Codebase onboarding is an AI agent skill that analyzes unfamiliar codebases and produces structured onboarding guides, helping developers join new projects or set up Claude Code in existing repositories. It systematically identifies key entry points, conventions, and architectures, making it easi...
Навык кодирования C++ предоставляет руководящие принципы для написания современного, безопасного и идиоматического кода C++ на основе руководящих принципов кодирования C++.
Что такое FoundationModels на устройстве? Это фреймворк ИИ для устройств iOS, который позволяет генерировать текст и вызывать пользовательские инструменты
This AI agent skill enables test-driven development for Laravel applications, utilizing PHPUnit and Pest for comprehensive testing. It benefits developers by ensuring high test coverage and promoting robust application development.
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.
This AI agent skill provides comprehensive Perl security guidelines, helping developers ensure secure coding practices and prevent common vulnerabilities.
The project-guidelines-example skill provides a template for project-specific skills, leveraging Next.js, FastAPI, and Claude API. It helps developers manage complex projects and improve coding efficiency.
The santa-method AI agent skill provides multi-agent adversarial verification, helping developers ensure code accuracy and compliance by utilizing two independent review agents.
AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build vid...
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio, video), and create real time alerts for events from live streams or desktop capture.
# Canary Watch — Post-Deploy Monitoring ## When to Use - After deploying to production or staging - After merging a risky PR - When you want to verify a fix actually fixed it - Continuous monitoring during a launch window - After dependency upgrades ## How It Works Monitors a deployed URL for reg...
This AI agent skill provides a thorough Flutter/Dart code review, covering widget best practices, state management patterns, and clean architecture. Developers can improve their code quality and productivity with this skill.
The laravel-patterns skill provides production-grade Laravel architecture patterns for scalable and maintainable applications, benefiting developers with improved workflow and app performance.
Rules-distill is an AI agent skill that extracts cross-cutting principles from skills and distills them into rules, enhancing coding productivity. It benefits developers by automating rules maintenance and providing a deterministic collection of principles.
Safety Guard is an AI agent skill that prevents destructive operations, ensuring safe coding practices for developers working on production systems. It protects against accidental data loss and system damage.
Навык проверки безопасности для Claude Code помогает обеспечить, чтобы ваш код следовал лучшим практикам безопасности и выявлял потенциальные уязвимости.
The springboot-verification skill automates testing and security scans for Spring Boot projects, helping developers ensure high-quality code. It integrates with Maven and Gradle for seamless workflow automation.
The customs-trade-compliance AI agent skill helps developers automate customs operations, ensuring lawful and cost-optimized movement of goods across borders. It assists with HS classification, duty calculations, and denied party screening, reducing the risk of penalties and seizures.
The energy-procurement skill helps senior energy managers optimize energy spend across multiple facilities. It analyzes tariff structures, identifies optimization opportunities, and evaluates demand charge mitigation strategies, leveraging AI coding for improved procurement decisions.
Навыки ИИ агента для автоматизированного визуального тестирования и взаимодействия в браузере помогают обеспечить качество пользовательского опыта с Claude Code.
This AI agent skill provides universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development, helping developers maintain high-quality codebases. It assists in enforcing naming conventions, formatting, and structural consistency.
exa-search is a neural search skill for AI coding assistants, helping developers find relevant information and code examples efficiently. It benefits developers by providing quick access to web content, company research, and people lookup.
The kotlin-exposed-patterns skill provides comprehensive database access solutions using JetBrains Exposed ORM, benefiting Kotlin developers by simplifying SQL queries, transactions, and data modeling. This skill enhances AI coding workflows by integrating Exposed with HikariCP connection pooling...
Next.js Turbopack accelerates development with incremental bundling and file-system caching. Ideal for Next.js 16+ developers seeking faster startup and hot updates.
Навык 'regex-vs-llm-structured-text' предоставляет решение для парсинга структурированного текста, используя regex для 95-98% случаев и LLM для граничных случаев.
The tdd-workflow AI agent skill enforces test-driven development principles, ensuring comprehensive test coverage for developers. It streamlines coding workflows, reducing errors and increasing productivity.
Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts identical content cross-platform. Use when the user wants to distribute content across social platforms.
Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with coroutines, null safety, and DSL builders.
Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
Внедрение зависимостей на основе протокола для тестирования - это техника проектирования программного обеспечения, позволяющая создавать тестируемый и гибкий код.
Continuous-learning-v2 is an advanced learning system that evolves Claude Code sessions into reusable knowledge, helping developers automate coding tasks through instinct-based behavior extraction and confidence scoring.
# Design System — Generate & Audit Visual Systems ## When to Use - Starting a new project that needs a design system - Auditing an existing codebase for visual consistency - Before a redesign — understand what you have - When the UI looks "off" but you can't pinpoint why - Reviewing PRs that touc...
Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines
Навык ИИ агента 'swift-actor-persistence' предоставляет слой хранения данных, безопасный для потоков, в Swift, используя актеров для обеспечения сериализованного доступа
Carrier relationship management simplifies freight management for senior transportation managers, leveraging AI to optimize carrier onboarding, RFPs, and performance tracking.
The logistics-exception-management AI agent skill helps developers and logistics professionals resolve freight exceptions quickly and efficiently, using technologies like TMS, WMS, and carrier portals. It automates workflows for shipment delays, damages, and disputes, ensuring financial protectio...
The deployment-patterns skill enables developers to optimize web application deployment workflows using CI/CD pipelines, Docker, and health checks, ensuring production readiness and zero downtime.
Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.
The e2e-testing AI agent skill helps developers build robust end-to-end test suites using Playwright and Page Object Model, streamlining their workflow and improving productivity.
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
Этот навык предоставляет шаблоны тестирования на Go, включая таблицу тестов, субтесты, бенчмарки, фаззинг и тестовое покрытие, в соответствии с методологией TDD.
This AI agent skill provides comprehensive Perl testing patterns using Test2::V0, Test::More, and TDD methodology, helping developers ensure robust code quality and productivity.
The laravel-security skill provides comprehensive security guidance for Laravel applications, protecting against common vulnerabilities and ensuring secure deployment. Developers benefit from AI-driven security best practices for authentication, authorization, and more.
This skill provides Nuxt 4 app patterns for hydration safety, performance, and SSR-safe data fetching, benefiting developers with optimized routing and rendering decisions.
Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.
The Architecture Decision Records skill helps developers capture and manage architectural decisions made during coding sessions. It auto-detects decision moments, records context, alternatives considered, and rationale, maintaining an ADR log for future reference.
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
The agent-harness-construction skill enhances AI coding by optimizing action spaces, tool definitions, and observation formatting, benefiting developers with higher completion rates.
Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
The iterative-retrieval skill refines context retrieval for subagents, solving the context problem in multi-agent workflows. It benefits developers by progressively refining context.
This AI agent skill provides Java coding standards for Spring Boot services, focusing on naming, immutability, Optional usage, streams, exceptions, and project layout. It helps developers write clean, efficient, and readable code.
PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.
SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.
The frontend-slides skill helps developers create engaging HTML presentations from scratch or by converting PowerPoint files, using AI-powered visual exploration for non-designers.
The content-engine AI agent skill helps developers create strong, platform-native content systems for various platforms, adapting one idea into multiple formats. It benefits developers, marketers, and content creators by streamlining content creation and repurposing.
Enterprise-agent-ops operates long-lived agent workloads with controls for runtime lifecycle, observability, and safety, benefiting developers working with AI coding assistants like Claude Code.
AI-first engineering is a skill that helps developers design efficient processes, architectures, and code reviews for AI-assisted code generation, improving overall team productivity and code quality.
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.
The gh CLI is GitHubs official command line tool for interacting with GitHub repositories, issues, pull requests, and more. When needs to interact with GitHub repositories, issues, pull requests, and more, use this skill.
Manage a local GitHub knowledge base and provide GitHub search capabilities via gh CLI. Use when users ask about repos, PRs, issues, request to clone GitHub repositories, explore codebases, or need information about GitHub projects. Supports searching GitHub via gh CLI and managing local KB with GITHUB_KB.md catalog. Configure via GITHUB_TOKEN and GITHUB_KB_PATH environment variables.
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
If This Page Is Close, Keep Narrowing With Adjacent Authority Pages
Do not reset back to the generic directory. Move sideways through these adjacent high-intent collections to narrow the shortlist toward the install path that best matches your team.
This collection should not keep users browsing forever. These three questions explain how to shortlist, install, and validate the next step.
Для каких рабочих процессов созданы эти подборки?
Эти подборки построены вокруг автоматизации рабочих процессов, документов, данных и переиспользуемых стеков навыков.
Чем подборка отличается от основного каталога навыков?
Каталог лучше подходит для прямого поиска, а подборки помогают найти взаимодополняющие навыки, объединённые вокруг рабочего процесса.
Можно ли установить эти подборки для Claude Code или Cursor?
Да. Навыки в этих подборках обычно работают в Claude Code, Cursor, Windsurf и других поддерживаемых средах через единый процесс установки.
Additional Recovery Paths
Use These Additional Paths If You Need One More Step To Narrow The Decision
These are the supporting surfaces for this collection after the install direction is clear and the primary next paths have already narrowed the decision.