mcpField

Skills

98,639 packaged capabilities and playbooks for agents. Install any of them with one command.

Development

D
docker-composer
docker-composer
jmsktm / claude-settings

Expert guide for creating Docker Compose configurations, Dockerfiles, and container orchestration. Use when containerizing applications, setting up development environments, or configuring multi-container deployments.

Cloud & DevOps207
D
docs-ai-prd
docs-ai-prd
vasilyu1983 / ai-agents-public

Writes PRDs and specs optimized for coding assistants. Use when authoring requirements or project context for Claude Code, Cursor, Copilot, or Codex.

Development207
D
domain-modeling
domain-modeling
windyd / skills

Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLOSSARY.md, or recording or editing an ADR.

Development207
F
finding-deleted-feature-flags
finding-deleted-feature-flags
posthog / ai-plugin

Find feature flags that were soft-deleted in the active project within a recent time window. Use when the user asks "what flags were deleted in the last N days", "show me recently deleted feature flags", "who deleted flag X", "audit recent flag deletions", or anything similar. Handles the non-obvious gotcha that system.feature_flags exposes the deleted boolean but does not expose a deletion timestamp — the actual deleted-at time lives in the per-flag activity log and must be cross-referenced.

Development207
F
flutter-change-notifier
flutter-change-notifier
evanca / flutter-ai-rules

Use when setting up ChangeNotifier models, providing them to the widget tree, consuming state with Consumer or Provider.of, or optimizing rebuilds

Development207
F
forms
forms
mgifford / accessibility-skills

Load this skill whenever the project contains forms, inputs, selects, checkboxes, radio buttons, text areas, or any validation flow. Under no circumstances create a form without visible labels, error identification, and keyboard accessibility. Absolutely always associate every input with a label and provide clear, accessible error messages

Design & UI207
G
gh-address-comments
gh-address-comments
tech-leads-club / agent-skills

Address review and issue comments on the open GitHub PR for the current branch using gh CLI. Use when user says "address PR comments", "fix review feedback", "respond to PR review", or "handle PR comments". Verifies gh auth first and prompts to authenticate if not logged in. Do NOT use for creating PRs, CI debugging (use gh-fix-ci), or general Git operations

Development207
G
github-actions-runtime-upgrade-conventions
github-actions-runtime-upgrade-conventions
github / awesome-copilot

Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution.

Cloud & DevOps207
G
go-api-design
go-api-design
eduardo-sl / go-agent-skills

HTTP/REST API design for Go services: handlers, ServeMux routing, middleware, request validation, pagination, idempotency, health checks, error responses, and graceful shutdown. Use when designing APIs, writing HTTP handlers, implementing middleware, or structuring REST endpoints. Trigger examples: "design API", "REST endpoints", "HTTP handler", "middleware pattern", "graceful shutdown", "API versioning". Not for: gRPC services (go-grpc), spec-first OpenAPI work (go-openapi), general architecture (go-architecture-review), or concurrency in handlers (go-concurrency-review).

Development207
G
graphrag-patterns
graphrag-patterns
latestaiagents / agent-skills

Implement GraphRAG combining knowledge graphs with RAG for multi-hop reasoning. Use this skill when building knowledge graph RAG, implementing multi-hop queries, using Neo4j with RAG, or connecting entities across documents. Activate when: GraphRAG, knowledge graph, multi-hop reasoning, Neo4j RAG, entity extraction, relationship queries, graph database, connected data.

Data & databases207
I
implementing-mcp-tools
implementing-mcp-tools
posthog / posthog

Guide for exposing PostHog product endpoints as MCP tools. Use when creating new or updating API endpoints, adding MCP tool definitions, scaffolding YAML configs, or writing serializers with good descriptions. Covers the full pipeline from Django serializer to generated TypeScript tool handler.

Development207
I
improve-codebase-architecture
improve-codebase-architecture
windyd / skills

Scan a codebase for architecture improvement opportunities, present them as a visual HTML report, then dive deep into whichever one you pick.

Development207
M
migrate-to-spec
migrate-to-spec
zernie / vigiles

Convert an existing hand-written CLAUDE.md into a typed .spec.ts file for incremental adoption

Agent workflows207
M
mobile-development
mobile-development
rohitg00 / awesome-claude-code-toolkit

Mobile development patterns for React Native and Flutter including navigation, state management, and responsive design

Development207
N
n8n-node-configuration
n8n-node-configuration
n8n-io / skills

Use when configuring any n8n node: HTTP, webhooks, databases, communications (Slack/Gmail/Discord), AI, triggers, Merge, and more. Triggers on any node-builder call (`node(...)`, `trigger(...)`, `tool(...)`, `memory(...)`, `languageModel(...)`, `ifElse(...)`, `merge(...)`, etc.), configuring a parameter, `useDataOfInput`, `numberOfInputs`, fan-in convergence, or node-specific debugging

Development207
N
ngrok
ngrok
membranedev / application-skills

Ngrok integration. Manage data, records, and automate workflows. Use when the user wants to interact with Ngrok data.

Cloud & DevOps207
P
phaser-mobile
phaser-mobile
yakoub-ai / phaser4-gamedev

This skill should be used when the user asks to "mobile game", "responsive game", "touch controls", "deploy to phone", "Capacitor", "PWA game", "scale manager", "orientation", "iOS game", "Android game", "full screen game", "mobile performance", etc.

Development207
P
plan-writing
plan-writing
vudovn / ag-kit

Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.

Agent workflows207
P
product-spec-builder
product-spec-builder
shunquanwang / ai-ppt-design

Use this skill when users express a desire to develop a product, application, tool, or any software project. Gather requirements through in-depth conversation, using straightforward follow-up questions to help users clarify their thinking, then generate a Product Spec document (.md file) ready for Google AI Studio Builder.

Development207
R
refine-dev
refine-dev
itechmeat / llm-code

Refine.dev headless React framework for CRUD apps: data providers, resources, routing, authentication, hooks, and forms. Use when building admin panels, dashboards, or internal tools with React and various backends (REST, GraphQL, Supabase, Strapi), or configuring Refine data providers and authentication. Keywords: Refine, CRUD, admin panel, data provider, React.

Development207
S
scrapfly-sdk-go
scrapfly-sdk-go
scrapfly / skills

Web scraping from Go with the Scrapfly SDK (`github.com/scrapfly/go-scrapfly`). Use when the user asks to scrape a URL, bypass anti-bot protection, render JavaScript, capture screenshots, or extract structured data from a Go program.

Data & databases207
S
spring-boot-expert

Expert-level Spring Boot, Spring Framework, REST APIs, and microservices development. Use when the user mentions Java, Spring framework, REST APIs, or microservices, or when the task involves Spring Boot Fundamentals

Development207
S
syncfusion-maui-color-picker
syncfusion-maui-color-picker
syncfusion / maui-ui-components-skills

Implements Syncfusion .NET MAUI Color Picker (SfColorPicker). Use when implementing color picker functionality, color selection UI, palette mode, spectrum mode, or alpha slider configuration in .NET MAUI applications. Covers inline rendering, popup customization, color changed events, localization, and liquid glass effect.

Design & UI207
S
syncfusion-maui-linear-gauge
syncfusion-maui-linear-gauge
syncfusion / maui-ui-components-skills

Implements Syncfusion® .NET MAUI Linear Gauge (SfLinearGauge) for data visualization with scales, pointers, and ranges. Use when creating linear gauges, displaying measurements on linear scales, showing progress indicators, or building thermometer-style visualizations. Covers gauge pointer configuration, bar pointers or shape markers, draggable gauge pointers, and animated gauge transitions.

Data & databases207
S
syncfusion-maui-radial-menu
syncfusion-maui-radial-menu
syncfusion / maui-ui-components-skills

Implements Syncfusion .NET MAUI Radial Menu (SfRadialMenu) - a hierarchical circular menu optimized for touch. Use when working with radial menus, circular menus, context menus, touch-optimized menus, or hierarchical circular navigation. Covers floating menus, drag-enabled menus, nested circular menus, and custom segmented layouts in .NET MAUI applications.

Design & UI207
S
syncfusion-maui-range-selector
syncfusion-maui-range-selector
syncfusion / maui-ui-components-skills

Implements the Syncfusion .NET MAUI Range Selector (SfRangeSelector) component. Use when working with range selection with embedded charts, numeric range input, RangeStart/RangeEnd, track customization, or thumb styling in .NET MAUI. Covers tooltip configuration, label formatting, ticks/dividers, selection modes, events, and embedding SfCartesianChart inside a range control.

Design & UI207
S
syncfusion-maui-rotator
syncfusion-maui-rotator
syncfusion / maui-ui-components-skills

Implements Syncfusion .NET MAUI Rotator (SfRotator) control for displaying image carousels, slideshows, or rotating content. Use this for image galleries, product showcases, testimonial sliders, banner rotators, or scenarios requiring automatic or manual navigation through visual content.

Design & UI207
S
syncfusion-maui-smart-scheduler
syncfusion-maui-smart-scheduler
syncfusion / maui-ui-components-skills

Implements Syncfusion .NET MAUI AI-Powered Scheduler (SfSmartScheduler). Use when implementing natural language appointment scheduling, AI-powered scheduling, AI-powered control handling (date navigation, view switching), resource-aware booking, or conflict detection in MAUI apps. Covers AI scheduling, natural language CRUD operations, AI navigation, resource booking, and appointment summarization.

Productivity207
S
syncfusion-maui-step-progressbar
syncfusion-maui-step-progressbar
syncfusion / maui-ui-components-skills

Implements Syncfusion® .NET MAUI StepProgressBar (SfStepProgressBar) control. Use when implementing step progress visualization, multi-step process tracking, or sequential progress indication. This skill covers step appearance customization, step states (completed/in-progress/not-started), orientation options, tooltips, and accessibility for order tracking, registration forms, or checkout processes.

Design & UI207
S
syncfusion-maui-toolbar
syncfusion-maui-toolbar
syncfusion / maui-ui-components-skills

Implements Syncfusion .NET MAUI Toolbar (SfToolbar) for navigation bars and command bars. Use when working with toolbars, toolbar items, navigation bars, toolbar buttons, or action toolbars in .NET MAUI applications. This skill covers toolbar item configuration, icons, text, overflow behavior, orientation, selection modes, and toolbar customization.

Design & UI207
S
systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Development207
T
tailwindcss-debugging
tailwindcss-debugging
josiahsiegel / claude-plugin-marketplace

Tailwind CSS debugging and troubleshooting for common issues. PROACTIVELY activate for: (1) classes not applying or no styles in the browser, (2) JIT mode not picking up dynamic class names (string concatenation), (3) v3-to-v4 migration errors, (4) PostCSS configuration issues, (5) IntelliSense not autocompleting in VS Code, (6) production builds missing classes (purge/content config), (7) CSS variable conflicts, (8) specificity issues with @layer, (9) prefix conflicts with other CSS frameworks, (10) HMR not updating styles. Provides: a troubleshooting decision tree, dynamic-class allowlist patterns, content-config templates, IntelliSense setup, and PostCSS debugging steps.

Development207
T
tanstack-form
tanstack-form
oakoss / agent-skills

TanStack Form v1 headless form state management for React. Covers field validation (sync/async, debouncing), form submission, array fields, linked fields, form composition patterns, and Standard Schema integration (Zod, Valibot, ArkType, Yup). Use when building forms with complex validation, implementing reusable form components, handling dynamic field lists, managing form state, or integrating validation libraries.

Development207
T
tdd
tdd
windyd / skills

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.

Testing & quality207
T
token-optimizer
token-optimizer
amunozdev / token-optimizer

Practical guide to reduce token consumption and lower AI costs for both Claude Code users and developers calling the Anthropic API directly. Covers file organization, context management, strategic model selection, prompt caching, Batch API, effort tuning, and prompt architecture. Backed by real experiment data. Use when user mentions "optimize tokens", "reduce costs", "Claude is slow", "too many tokens", "token budget", "context window full", "organize codebase for AI", "reduce token consumption", "prompt caching", "cache_control", "batch API", "cache broken", "API costs", or "thinking budget". Do NOT use for general coding questions, debugging, or performance optimization unrelated to AI token usage.

Agent workflows207
U
ui-ux-design
ui-ux-design
samhvw8 / dot-claude

UI/UX design reference database. 50+ styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient.

Design & UI207
Z
zustand-5
zustand-5
gentleman-programming / gentleman-skills

Zustand 5 state management patterns. Trigger: When managing React state with Zustand.

Development207
A
ai-agents
ai-agents
vasilyu1983 / ai-agents-public

AI agent architecture, graph and loop composition, protocol choice, evaluation, and observability. Use when scoping or reviewing systems before implementation.

Agent workflows206
A
assess
assess
yonatangross / orchestkit

Assesses and rates quality 0-10 across multiple dimensions (correctness, maintainability, security, performance, testability, simplicity) with pros/cons analysis. Compares against project conventions and prior decisions from memory. Produces structured evaluation reports with actionable improvement suggestions. Use when evaluating code, designs, architectures, or comparing alternative approaches

Testing & quality206
B
bro-give-me-plan
bro-give-me-plan
irpsv / ai-bro

Составляет однозначный план реализации без написания кода. Используй, когда пользователь явно просит составить, подготовить или расписать план реализации, внедрения либо исправления. Не используй, когда пользователь хочет обсудить варианты и ещё не выбрал решение, просит зафиксировать только желаемый результат без шагов, сразу реализовать задачу или провести ревью изменений.

Agent workflows206
C
cli-builder
cli-builder
jmsktm / claude-settings

Expert guide for building command-line interfaces with Node.js (Commander, Inquirer, Ora) or Python (Click, Typer, Rich). Use when creating CLI tools, terminal UX, argument parsing, or interactive prompts.

Development206
C
code-humanizer
code-humanizer
leonardnju / code-humanizer

Use when AI-written code needs structural cleanup or when implementing a change under a guard against AI coding slop — duplicated reimplementations of existing helpers, try-import fallbacks, broad exception swallowing, speculative abstraction layers, _v2 copies, dead "for future use" code, narrating comments — including requests to "deslop", "remove AI slop", "humanize code", review an AI-generated PR beyond tests passing, or prevent these patterns in the current change.

Development206
C
codebase-design
codebase-design
windyd / skills

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.

Development206
C
Convex Agents Tools
Convex Agents Tools
sstobo / convex-skills

Enables agents to call external functions, APIs, and database operations through tool definitions. Use this when agents need to fetch data, perform actions, or integrate with external services while maintaining clean separation.

Agent workflows206
C
convex-mutations
convex-mutations
sstobo / convex-skills

This skill should be used when implementing Convex mutation functions. It provides comprehensive guidelines for defining, registering, calling, and scheduling mutations, including database operations, transactions, and scheduled job patterns.

Data & databases206
C
csrf-protection
csrf-protection
harperaa / secure-claude-skills

Implement Cross-Site Request Forgery (CSRF) protection for API routes. Use this skill when you need to protect POST/PUT/DELETE endpoints, implement token validation, prevent cross-site attacks, or secure form submissions. Triggers include "CSRF", "cross-site request forgery", "protect form", "token validation", "withCsrf", "CSRF token", "session fixation".

Security206
D
diagnosing-bugs
diagnosing-bugs
windyd / skills

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

Development206
D
docs-update
docs-update
warpdotdev / oz-skills

Update user-facing documentation when code changes. Use when asked to update docs, review docs, handle documentation changes, run scheduled documentation tasks, or analyze recent commits for documentation needs.

Development206
E
execution-model
execution-model
tanstack / router

Isomorphic-by-default principle, environment boundary functions (createServerFn, createServerOnlyFn, createClientOnlyFn, createIsomorphicFn), ClientOnly component, useHydrated hook, import protection, dead code elimination, environment variable safety (VITE_ prefix, process.env)

Development206
F
framework-adapters
framework-adapters
dodopayments / skills

Official @dodopayments/* framework adapters that mount Checkout, CustomerPortal, and Webhooks route handlers. Use when integrating Dodo Payments into Next.js, Express, Fastify, Hono, Astro, Remix, SvelteKit, Nuxt, TanStack, Bun, or Convex, such as @dodopayments/nextjs; use domain skills for payment and subscription logic

Development206
G
godot-builder
godot-builder
thedivergentai / game-dev-agentic-skills

Expert-level toolkit for modular Godot 4.7+ CLI automation and headless build orchestration. Use when you need to: (1) Build complex scene trees or UI layouts programmatically, (2) Automate expert 3D asset pipelines (glTF -> Collision), (3) Optimize procedural geometry headlessly (CSG -> Static Mesh), or (4) Engineer production-grade CI/CD pipelines. Set GODOT_PATH env var for custom engine location. Keywords: Godot CLI, headless, CI, export, builder, 4.7.

Development206
G
godot-debugging
godot-debugging
jame581 / godotprompter

Use when debugging Godot projects — remote debugger, print techniques, signal tracing, common error patterns and fixes

Development206
G
graphics-api-hooking
graphics-api-hooking
gmh5225 / awesome-game-security

Analyze Direct3D, DXGI, OpenGL, or Vulkan rendering, overlays, presentation, capture, and measurement evidence. Use when the graphics pipeline or frame-observation boundary is central.

Development206
I
implement
implement
windyd / skills

Implement a piece of work based on a spec or set of tickets.

Development206
M
mcp
mcp
bobmatnyc / claude-mpm-skills

MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.

Development206
N
nemo-relay-instrument-calls
nemo-relay-instrument-calls
nvidia / skills

Use this skill when an application owns tool or LLM/provider call sites and needs to wrap them with NeMo Relay scopes and managed execution APIs for lifecycle events, middleware, or guardrails.

Development206
N
neon-postgres
neon-postgres
davila7 / claude-code-templates

Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration. Use for Neon databases, serverless Postgres, database branching, Neon Postgres, or serverless Postgres.

Data & databases206
N
NLP Pipeline Builder
NLP Pipeline Builder
jmsktm / claude-settings

Build natural language processing pipelines for text analysis and understanding

Data & databases206
O
omh-triage-driver
omh-triage-driver
witt3rd / oh-my-hermes

Drive omh-triage: when to invoke, how to run rounds

Agent workflows206
P
panelui
panelui
panel-ui / panelui

Build React Native and Expo UIs with PanelUI — adding components, theming, composing overlays and forms, and debugging why something is unstyled. Applies when working in an Expo or React Native project that has panelui-native installed or a panelui.json, when the user mentions PanelUI, or when they ask for a bottom sheet, dialog, chart, chat transcript, form or any other screen UI in React Native.

Design & UI206
13501–13560 of 37,679

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.