Parcourir le registre

Toutes les entrées, par ordre alphabétique — 57 265 au total. Page 157 sur 230.

• mk-retroWeekly-cadence engineering retrospective. Analyzes commit history, work patterns, and code quality metrics wit
• mk-reviewMulti-pass structural code review with adversarial analysis, scope-aware dispatch, adversarial persona passes,
• mk-review-prReviews a GitHub PR with a single shallow correctness/security/breaking/AI-slop checklist and emits a verdict;
• mk-rubricUse when loading, listing, composing, or validating graded evaluation rubrics — PASS/WARN/FAIL grading with we
• mk-scale-routingDomain-aware complexity routing. Scans task description for domain keywords, matches against domain-complexity
• mk-scoutFast parallel codebase scouting. Spawns multiple Explore subagents to search directories simultaneously, retur
• mk-sequential-thinkingUse when a problem requires structured step-by-step reasoning before acting. Prevents jumping to conclusions o
• mk-session-continuationPersists and restores mid-session workflow progress across context resets. Use when resuming workflows, saving
• mklab-se-releaseRelease a new version: bump version, update docs, commit, push, and tag
• mksglu/context-modeContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms
• mlMachine learning and LLM engineering judgment, distilled from a stronger model - invoke when DECIDING whether/
• ml-autoresearchUse when the user wants an autonomous ML research loop that does more than blindly try changes. After every tr
• ml-classification-pipelineBuilds a leakage-safe tabular classification pipeline end to end: a clean train/test split, preprocessing insi
• ml-contentGenerate publication-grade ML explainer videos and carousels the way 3Blue1Brown actually builds them — in rea
• ml-data-pipeline-architecturePatterns for efficient ML data pipelines using Polars, Arrow, and ClickHouse. TRIGGERS - data pipeline, polars
• ml-debugDebug ML issues systematically -- tensor shapes, NaN propagation, gradient flow, device mismatches, dtype erro
• ml-engineerUse when building ML pipelines, training models, evaluating LLMs, setting up RAG systems, or designing model d
• ml-engineeringPlan and execute production ML engineering work — model training and fine-tuning (LoRA/QLoRA), evaluation and
• ml-experiment-trackerPlan reproducible ML experiment runs with explicit parameters, metrics, and artifacts. Use before model traini
• ml-experimentsML experiment workflow from problem formulation through reproducible handoff. Use for model experiments, metri
• ml-failfast-validationPOC validation patterns to catch issues before committing to long-running ML experiments. TRIGGERS - fail-fast
• ml-leakage-checkUse when reviewing ML preprocessing or feature pipelines for target leakage -- validation metrics look suspici
• ml-model-eval-benchmarkCompare model candidates using weighted metrics and deterministic ranking outputs. Use for benchmark leaderboa
• ml-ops-engineerMLOps across model deployment, ML pipelines, monitoring, and feature stores. Use when deploying models to prod
• ml-paper-writingWrite publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOS
• ml-pipelineUse when building or operating a machine learning pipeline. Covers feature engineering, training reproducibili
• ml-pipeline-creationDesign, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, e
• ml-pipeline-reportUse when checking ML pipeline health, Metaflow flow status, failed runs, or generating an ML pipeline report.
• ml-problem-definitionValidate whether ML is the right solution before building the model — so you don't spend months on a predictio
• ml-product-analysisAnalyzes one Mercado Livre product and its competitors. Use this skill when a user wants to size up a single p
• ml-research-labMachine-learning research loop for dataset curation, fine-tuning, evaluation, inference deployment, experiment
• ml-securityThe model and data artifacts: checkpoint formats that execute code on load, provenance for a model you did not
• ml-trainingMachine learning model training with HuggingFace. Fine-tuning LLMs, dataset creation, GPU selection, training
• ml-training-recipes🦞+🔬 NanoResearch: The Autonomous AI Research Assistant
• mlai-textbooksA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.tx
• mlb-pick-analysisStructured MLB pick analysis with three-tier framework, suspicious-edge audit, correlation matrix sizing, line
• mlb-situational-systemsOskeim-style situational systems analysis for an individual MLB pick — looks up historical performance of team
• mle-workflowProduction machine-learning engineering workflow for data contracts, reproducible training, model evaluation,
• mlflowMLflow ML lifecycle management. Use for ML experiment tracking.
• mlflow-pythonMLflow experiment tracking via Python API. TRIGGERS - MLflow metrics, log backtest, experiment tracking, searc
• mllm-evalDesign or audit a model-agnostic evaluation harness for an LLM or multimodal LLM on a clinical task (radiology
• mlnetUse ML.NET to train, evaluate, or integrate machine-learning models into .NET applications with realistic data
• mlops-and-deploymentMLOps and the production ML lifecycle -- model packaging and serving, CI/CD for ML, experiment tracking, model
• mlops-automationAutomate an MLOps project with mise tasks, lefthook hooks, Docker images, GitHub Actions, and MLflow tracking
• mlops-collaborationPrepare a project for public collaboration — license, code of conduct, docs, branch rulesets, templates, and g
• mlops-engineerElite MLOps Engineer skill with expertise in ML pipeline automation, model versioning (MLflow, DVC), experimen
• mlops-industrializationConvert notebook prototypes into a distributable Python package with a src layout, a domain/io/application spl
• mlops-initializationInitialize a production-ready Python MLOps project with uv, git, mise, and a shared editor setup. Use when sta
• mlops-observabilityMake an ML system a glass box with reproducible runs, MLflow dataset lineage, drift monitoring, alerting, and
• mlops-prototypingStructure reproducible Jupyter notebooks with a fixed section layout, hoisted configuration, and leakage-free
• mlops-validationAdd the validation layers that gate a merge — ty typing, Ruff linting, pytest coverage, structured logging, an
• mlxRunning and fine-tuning LLMs on Apple Silicon with MLX. Use when working with models locally on Mac, convertin
• mmДиспетчер mm-системы — короткая команда вместо длинных. /mm без аргументов = список всех команд. /mm new = ini
• mm-bridgeCompose a ready-to-copy prompt for the user's OTHER Claude Code instance (running in PowerShell). Use when the
• mm-clear-gateГейт перед /clear — read-only проверка «всё ли записано», вердикт из exit code скрипта, а не из реплики модели
• mm-doctorСамопроверка mm-системы — junction'ы, конфиг, vault, паспорта, bridge-архив, GSD-консистентность (passport vs
• mm-focusСНЯТ 2026-08-02 — команда больше ничего не грузит. Её детекция этапа дублировала /gsd-resume-work и расходилас
• mm-handoffГенерирует handoff.md — компактную сводку для нового чата claude.ai когда контекст текущего заполнился. Включа
• mm-init-projectИнициализирует или обновляет проект для mm-системы — создаёт passport.md в корне, копию в Obsidian, dashboard.
• mm-instructionsГенерирует текст для claude.ai → Project → Instructions из шаблона + персонализирует под текущий проект. Кладё
• mm-projectsОбзор всех зарегистрированных mm-проектов одним экраном — статус, тип, GSD-фаза, последняя активность, число о
• mm-resumeВосстановить контекст в начале сессии или после /clear. Читает passport.md + dashboard + последнюю сессию + gi
• mm-save-sessionЗакрывает текущую Claude Code сессию — сохраняет лог в Obsidian/Claude/Sessions/, обновляет project note, обно
• mm-setupОнбординг/персонализация mm-системы под конкретного пользователя — спрашивает имя, чем занимается, стек, язык,
• mm-updateСамообновление mm-системы из удалённого репозитория. mm раздаётся через git clone + register-skills (не npm),
• mm-vaultСоздаёт приватный vault-репозиторий памяти проекта в Obsidian и пушит его на GitHub для синхронизации с claude
• mm-web-bridgeПартнёр louise в claude.ai — обсуждает идеи, ставит их под сомнение, проверяет актуальность в интернете перед
• mmx-cliGenerate text, images, video, speech, and music via the MiniMax AI platform. Covers text generation (MiniMax-M
• mnmballa2323-pdfComprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting do
• moai-workflow-docs-claim-checkRead-only check of whether the claims a public-facing document makes (README, release notes, install and usage
• moat-analysisThis skill should be used when the user asks about economic moats, competitive moats, moat durability, switchi
• moatazhamada-example-skillUse when you need a minimal example skill to copy or test the toolkit.
• mobbin-ui-skillsMobbin's UI design system. Use when building interfaces inspired by Mobbin's aesthetic - light mode, Inter fon
• mobil-ui-ux-rulesetDeprecated alias for the canonical `mobile-ruleset` mobile workspace rules.
• mobileReact Native and Expo mobile development. Navigation, native modules, platform-specific code, app store prepar
• mobile-adaptation当系统提示面向移动端（手机、平板）场景时调用。适用于 iOS/Android 应用内 AI 助手、移动端聊天界面、响应式输出的系统提示设计。不适用于桌面端优先的场景，不适用于移动端 UI 开发（非提示层），不适用于语音场
• mobile-appA mobile-app screen rendered inside a pixel-accurate iPhone 15 Pro frame on the page. Built by copying the see
• mobile-app-builderPlan, design, build, test, and publish mobile apps (iOS and Android) end-to-end, with Claude driving the imple
• mobile-app-designerUse when designing or refining Expo Go React Native screens in apps/mobile, with separate iOS and Android cons
• mobile-app-integratorUse when implementing new mobile features in apps/mobile or libs/* with Expo/React Native and the shared mobil
• mobile-app-launch-checklistA collection of custom skills that extend Claude's capabilities with specialized workflows, methods, and domai
• mobile-app-product-ownerUse when planning mobile app features, roadmaps, or research-backed product decisions for apps/mobile.
• mobile-app-reviewerUse when reviewing apps/mobile or libs/* for mobile performance, security, storage, network, permissions, or r
• mobile-application-securityAndroid and iOS application security testing — static and dynamic analysis, APK/IPA inspection, OWASP MASVS/MA
• mobile-architectUse when building iOS/Android/Flutter/React Native apps, implementing offline sync, optimizing mobile performa
• mobile-cicdFastlane, GitHub Actions for mobile, code signing (iOS provisioning, Android keystores), beta distribution (Te
• mobile-debuggingRemote JavaScript console access and debugging on mobile devices. Use when debugging web pages on phones/table
• mobile-designMobile app design patterns for iOS and Android. Native navigation, touch targets, platform conventions, safe a
• mobile-design-systemComprehensive mobile UI/UX design system covering React Native components, touch interactions, gesture pattern
• mobile-developmentMobile development patterns for React Native and Flutter including navigation, state management, and responsiv
• mobile-engineerMobile Engineer — Mobile-First Architecture & Offline-First Patterns
• mobile-experience-reportUse when the user says 'my site looks bad on mobile', 'check mobile layout', 'responsive audit', or 'site brok
• mobile-iot-device-security当目标为Android/iOS APP、微信/支付宝小程序、IoT设备/固件，或需要ADB调试、抓包突破、so层逆向、WebView/DeepLink/本地存储安全测试时调用。负责协议分析、导出组件、WebView漏洞、
• mobile-language-checkerUse when validating language preferences, locale resolution, onboarding localization, or in-app language setti
• mobile-next/mobile-a2aAgent2Agent Server for Mobile Automation and Scraping
• mobile-onboardingA multi-screen mobile onboarding flow rendered as three phone frames side by side — splash, value-prop, sign-i
• mobile-principlesMobile-specific UX principles - touch targets, hover-less doctrine, thumb zones, safe areas, gestures, mobile
• mobile-responsiveMobile-first responsive design patterns for sales funnels. Ensures every page works flawlessly on all screen s
• mobile-responsive-qaRun mobile responsive QA for websites and apps. Use after layout, media, navigation, form, pricing, dashboard,
• mobile-rulesetShared mobile workspace rules for apps/mobile and libs/* in lenserfight. Use when navigating native UI boundar
• mobile-securityAndroid and iOS hardening on a device you do not control: hardware-backed credential storage, exported compone
• mobile-store-upload-cliManual CLI workflows for uploading iOS builds to TestFlight and Android builds to Google Play. Use when you ne
• mobile-testingTest native, React Native, hybrid, and Flutter mobile apps with Appium 3.x, Detox, Maestro, and Patrol. Covers
• mobile-touchUse when designing iOS/Android gestures, haptic feedback, touch interactions, or native mobile animations.
• mobile-ui-replicator把手机 UI 截图复刻成可交互 HTML 的 Claude Code skill · A Claude Code skill that replicates mobile UI screenshots into inte
• mobile-ui-reviewerA curated open-source library of reusable SKILL.md files for Claude. Learn, use, and build powerful AI skills
• mobile-web-planner사용자가 모바일 웹/앱의 기획서 / 화면설계서 / 스토리보드(storyboard) / 와이어프레임(wireframe) / IA / 화면기획을 요청할 때 도메인 불문(쇼핑, 커뮤니티, 예약, 뉴스,
• mobilia-apiIntegration with Mobilia Public API — a RESTful CRM for real estate agencies. Use when working with Mobilia's
• mochi-questPersonal growth coaching skill. Activate when the user mentions goals, progress, daily tasks, habit tracking,
• mock-engineMock Engine local development environment management. Use for starting/stopping mock services, loading test da
• mock-interviewerRun a realistic, pressure-tested mock interview for a specific role, one question at a time, with honest feedb
• mocking-stubbingUse this skill at Step 9 of the v2 SOP to run the change's tests against the stage-isolated synthetic mock dat
• mocking-test-generatorGenerate unit tests with proper mocking for Python (unittest.mock/pytest) or Java (Mockito/JUnit) code. Use wh
• mockitoUse when generating mocks, stubbing methods, verifying interactions, capturing arguments, or choosing between
• mockplus-contextALWAYS invoke for any request touching Mockplus or 摹客 design sources. This is the ONLY skill for fetching Mock
• mocktailUse when creating mocks, stubbing methods, verifying interactions, registering fallback values, or choosing be
• mockup-device-3diPhone + MacBook 仿 GLTF 静态展架, 屏幕内嵌真实 HTML 内容, 玻璃镜头折射, 360° 转盘构图
• mod-lisation-lagrangienne-de-syst-me-de-masses-ressortsModéliser et analyser une chaîne d'oscillateurs (masses reliées par des ressorts) en calculant les énergies, l
• moda.ai/remote-cameraCapture photos remotely from mobile devices via S3-backed upload URLs
• modalBuild serverless AI pipelines with Modal for cloud-based compute and inference
• modal-and-overlay-patternsOverlays — modals, drawers, bottom sheets, popovers — interrupt or augment the main flow. Each type has a diff
• modal-drawer-systemImplements accessible modals and drawers with focus trap, ESC to close, scroll lock, portal rendering, and ARI
• modal-research-computeUse when a research or engineering task needs automatic heavy-compute routing through the unified local broker
• modal-serverless-gpuServerless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrast
• modality-preserving-binary-offloadPersist binary output with a mime-derived extension and a matching saved-file message so downstream tools keep
• modalsPyWry is a cross-platform app factory, rendering engine and UI toolkit for Python that produces native desktop
• modals-dialogsUse when animating modals, dialogs, popovers, or overlay content to create smooth entrances and exits
• modeShow or set NeatContext routing to auto, ask, or manual for the current Codex thread, with an optional global
• mode-00-failsafeThe router for the eight failsafe modes (01 instruction-following, 02 tool-calling, 03 long-context, 04 absten
• mode-01-instruction-followingA session-level enforcement MODE that guarantees exact adherence to every constraint a request carries: output
• mode-02-tool-calling-accuracyA session-level enforcement MODE that makes tool and function calling reliable. It kills the three failures th
• mode-03-long-contextA session-level enforcement MODE that keeps an AI reliable over long inputs: long documents, long multi-turn c
• mode-04-abstentionA session-level enforcement MODE that kills answering when the model should say "I don't know": fabricating un
• mode-05-citation-accuracyA session-level enforcement MODE that kills citation fabrication and misattribution: invented sources, wrong a
• mode-06-anti-sycophancyA session-level enforcement MODE that mechanically suppresses sycophancy across four families: direct proposit
• mode-07-mathA session-level enforcement MODE that kills confident arithmetic and quantitative errors: wrong calculations,
• mode-08-prompt-injectionA session-level enforcement MODE that stops the model from obeying hidden instructions embedded in untrusted c
• mode-classificationUse before routing a /meta-agent request to choose single-agent-creator, team-builder, or agentlas-packager fr
• mode-creative-vibeA creative-judgment MODE that applies the operator's design constitution — THE MANIFESTO OF BALANCED CREATION
• mode-creatorInteractively create, install, activate, and verify custom claude-mem modes, including domain-specific observa
• mode-gated-reconcile-skip-filterInject mode-specific skip rules into a shared reconciler so unsupported source types are recorded and skipped
• mode-unhingedA direct-communication MODE that activates and holds for the entire conversation when the user says any of: "b
• modelThis skill should be used when the user asks about business models, unit economics, lean canvas, pricing math,
• model-bakeoffChoose a model with evidence by running the few prompts that actually matter across candidate models inside a
• model-bank-metadataBackfill and maintain model-bank metadata (knowledgeCutoff, family, generation). Use when adding models, fixin
• model-benchRun a 3-leg evaluation against a newly released LLM. Leg 1 is trap questions with deterministic answers, leg 2
• model-calibrationCalculating RMSE metrics and parameter calibration for lake model validation
• model-cardGenerate the documentation an engineer-built medical-imaging model must carry — a Model Card (Mitchell et al.
• model-checkFind the model that is currently best for a capability by reading the provider live catalogue, and record it w
• model-claimSynthetic audit fixture for model-claim.
• model-comparatorUse this skill when comparing AI or LLM models on benchmarks, capability, cost, latency, context window, or ta
• model-compatibilityModel family compatibility matrix — loaders, resolutions, samplers, CFG, VAE, ControlNet, and LoRA compatibili
• model-context-protocolThe one and only MCP Server for dads jokes.
• model-councilMulti-agent debate system for complex queries. Four agents (Scholar, Logician, Contrarian, Captain) analyze in
• model-delegationInitiate the orchestrator-worker cost model for this session. The main-loop model (expensive, metered) orchest
• model-deploymentGenerates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpo
• model-domain-languageBuild the ONE shared name per concept — a ubiquitous language / domain model — used identically across client
• model-evaluationGenerates python code that evaluates SageMaker models. Supports two evaluation types: LLM-as-Judge and Custom
• model-evaluation-reportingUse when writing or reviewing a model evaluation report -- accuracy is being quoted alone, or stakeholders nee
• model-forgePick the right model for a task and the right git strategy for the work. Use when about to dispatch a subagent
• model-growth-funnelBuild a decision-grade growth or revenue funnel backward from a business target. Use for numeric funnel plans,
• model-guided-code-repairAutomatically repair code violations of temporal properties using model-checking counterexamples as guidance.
• model-inference-execution-wrappersGuidelines and instructions for Model inference execution wrappers
• model-judgmentThe operating layer that makes boil-the-ocean affordable — let the agent use its OWN judgment to route each ta
• model-makerGenerate a 3D model (GLB mesh) from a text description or a reference photo via Tripo. Textured or bare geomet
• model-mergingMerge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating
• model-mixBreak down Claude Code usage by model family (Opus / Sonnet / Haiku) from the Agent Monitor dashboard — each f
• model-portability-adapterAdapt skills, workflows, prompts, and tool instructions so they work across Claude, ChatGPT, Gemini, Codex, lo
• model-profile-resolutionResolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models. Enab
• model-pruningReduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressi
• model-quantization模型量化加速方案，涵盖 FP16 半精度、INT8 量化、TensorRT/ONNX Runtime 部署优化
• model-registryCurated download URLs and target directories for every model the comfyui-mcp skills reference — checkpoints, V
• model-registry-governanceEstablish model registry standards, governance controls, metadata schemas, approvals, and lifecycle policies f
• model-registry-refreshRe-verify and extend catalog/model-registry.json — the fail-closed model-name and reasoning-effort matrix scri
• model-relayRoute a coding task through a three-stage model relay — Fable 5 plans and classifies complexity, Opus 4.8 or S
• model-researchResearch latest Claude models and update selection guide — run when new models drop or periodically to stay cu
• model-review-artifactShape source-backed model and diagram review artifacts for architecture, UML-style, C4, dependency, and workfl
• model-risk-triageUse when triaging the legal and governance risk of a specific AI model or AI system before or during deploymen
• model-routerUse when choosing an appropriate model, reasoning level, and role for subagents or multi-agent research work.
• model-routingIntelligent model selection — routes tasks to Haiku (fast/cheap), Sonnet (balanced), or Opus (complex/strategi
• model-routing-and-fallbackReference-grade guide to routing LLM requests across models by cost/latency/quality, escalating hard tasks, an
• model-routing-economistBuild a model-routing policy and cost model that keeps frontier models for planning and routes rote execution
• model-savingsEstimate the dollars saved by routing eligible Claude Code work to a cheaper model family, using the Agent Mon
• model-scaffoldGenerate a reproducible, runnable PyTorch training repo for a medical-imaging task — segmentation, classificat
• model-selectionSelects a base model for the user's use case by querying SageMaker Hub. Use when the user asks which model to
• model-selection-deskselect model candidates, routing constraints, fallback behavior, and model tradeoffs for AI capabilities using
• model-selector根据用户的视频需求(场景、时长、音频、语言、平台限制、预算、是否需要本地部署/角色一致性等),从 16 个主流 AI 视频模型(12 商业 + 4 开源)中推荐最匹配的 1-3 个,并解释为什么。覆盖商业:Seedanc
• model-servingLLM and ML model deployment for inference. Use when serving models in production, building AI APIs, or optimiz
• model-serving-kubernetesDeploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server. Includes c
• model-sourcingVet the concrete third-party model a study will be built on — this repository, this revision, this checkpoint
• model-strategy多模型编排与模型切换策略。基于评分的模型选择、跨 Agent 委派（Gemini、Codex、Ollama）、Advisor 配对、升级触发器、权限矩阵与成本效率优化。
• model-strongConvert CSV transaction exports into monthly expense reports. Use when asked to summarize expenses, convert cs
• model-supply-chainReviews AI/ML model supply chains for security risks including model provenance verification, training data li
• model-task-optimizerUse when choosing, comparing, or tuning AI models for a task. It evaluates task requirements, latency/cost/acc
• model-tieringAutomatically route and tier developer prompts across Opus, Sonnet, and Haiku based on task characteristics
• model-tiersMap cheap, standard, and judgment work to resolved model slugs via AI_MODEL_*. Use to select a subagent tier,
• model-trainerThis skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinfor
• model-trainingTrain machine learning models end-to-end, covering data loading, preprocessing, architecture selection, traini
• model-update166 production-ready Claude AI skills organized by corporate role — executive leadership, finance, HR, marketi
• model-usageUse CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (mos
• model-validationDesign or audit the clinical-validation study for an engineer-built medical-imaging model (segmentation, class
• ModelContextProtocol-Security/audit-dbCommunity-maintained database of MCP server audit results and security assessments. Contains structured audit
• ModelContextProtocol-Security/mcpserver-auditmcpserver-audit: Helps you check if MCP servers are safe before using them. Examines servers for security prob
• ModelContextProtocol-Security/modelcontextprotocol-security.ioOfficial website and documentation hub for the Model Context Protocol Security initiative. Provides security g
• modelcontextprotocol-servers/google-search-mcp
• modelcontextprotocol-servers/whois-mcp
• modelcontextprotocol/create-python-serverCreate a Python MCP server
• modelcontextprotocol/create-typescript-serverCLI tool to create a new TypeScript MCP server
• modelcontextprotocol/csharp-sdkThe official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft
• modelcontextprotocol/example-remote-serverA hosted version of the Everything server - for demonstration and testing purposes, hosted at https://example-
• modelcontextprotocol/ext-appsOfficial repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP serve
• modelcontextprotocol/go-sdkThe official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
• modelcontextprotocol/inspectorVisual testing tool for MCP servers
• modelcontextprotocol/java-sdkThe official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring
• modelcontextprotocol/kotlin-sdkThe official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBr
• modelcontextprotocol/mcpbDesktop Extensions: One-click local MCP server installation in desktop apps
• modelcontextprotocol/php-sdkThe official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP
• modelcontextprotocol/python-sdkThe official Python SDK for Model Context Protocol servers and clients
• modelcontextprotocol/quickstart-resourcesA repository of servers and clients from the Model Context Protocol tutorials
• modelcontextprotocol/registryA community driven registry service for Model Context Protocol (MCP) servers.
• modelcontextprotocol/serversModel Context Protocol Servers
• modelcontextprotocol/servers-archivedReference MCP servers that are no longer maintained
• modelcontextprotocol/swift-sdkThe official Swift SDK for Model Context Protocol servers and clients.
• modelcontextprotocol/typescript-sdkThe official TypeScript SDK for Model Context Protocol servers and clients
• modelcontextprotocol/use-mcp
• modelsA context engine that treats skills as software.
• modelscope/FunASRIndustrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detect
• moderate-usability-sessionModerates a live usability-test session the NN/g way: think-aloud intro script, neutral re-prompts, echo/boome
• moderation-guideHandle community conflicts and moderation decisions with empathy and consistency. Trigger with "how should I m
• modernContemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital p
• modern-bashSafe, readable Bash deltas — strict mode, quoting, injection safety, the classic pitfalls, and knowing when to
• modern-c-devModern C engineering: memory, pointers, UB, compiler/ABI, linking, preprocessor, I/O, OOP-in-C, optimization (
• modern-c-makefileCreate, analyze, or improve Makefiles for modern C/C++ projects using best practices from the gnaro project te
• modern-csharp-coding-standardsWrite modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Me
• modern-cssProactively apply when creating design systems, component libraries, or any frontend application. Triggers on
• modern-denoDeno/TypeScript deltas — the permissions model, Deno/web-standard APIs, jsr:/npm: imports, and built-in toolin
• modern-frontendAwwwards-grade premium frontend pack. Picks one of six purpose-built directions (cinematic-scroll, motion-bent
• modern-goModernize Go code by applying version-appropriate idioms and APIs (gofix-style transformations). Scans go.mod
• modern-go-devGo engineering deltas — the security checklist, correctness traps, and judgment calls that aren't already defa
• modern-illustration-editorial-ppt-skillCreate or redesign PowerPoint decks in a high-end editorial modern illustration style: clean white or light wa
• modern-javascriptWrite, modernize, and review JavaScript against real ECMAScript language features and explicit runtime targets
• modern-javascript-patternsMaster ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, module
• modern-jetpack-composeGuides writing, reviewing, and reasoning about modern Android UI code using Jetpack Compose. Covers best pract
• modern-pythonConfigures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone
• modern-site-engineeringImplement beautiful modern websites and web apps with an opinionated premium frontend stack. Use for Next.js,
• modern-toolingOpinionated tooling and conventions for modern JavaScript/TypeScript projects. Use when setting up new project
• modernize-legacy-javascriptUse when migrating JavaScript that depends on globals, AMD, CommonJS, or mixed module loading to modern module
• modernize-testsModernize test suites to use modern Swift Testing features or migrate from XCTest.
• modifying-theme-jsonDesign, enforce, audit, and validate Power BI report themes through the pbir CLI. Invoke when a report uses a
• modlensPlug-in vision for text-only models. Hard rule: when a file path or URL with an image extension (.png, .jpg, .