mcpField

Skills

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

Development

M
modern-swift
modern-swift
johnrogers / claude-swift-engineering

Use when writing async/await code, enabling strict concurrency, fixing Sendable errors, migrating from completion handlers, managing shared state with actors, or using Task/TaskGroup for concurrency

Development181
N
nextjs-framer-motion-animations
nextjs-framer-motion-animations
tristanmanchester / agent-skills

Implement and debug Motion for React in Next.js: local interaction, presence, layout, shared elements, scroll, reduced motion, and router integration. Use for explicit Motion/Framer Motion work or interactions that need it; prefer CSS for simple effects and framework-native view transitions for supported route cases.

Design & UI181
O
openapi-expert
openapi-expert
rightnow-ai / openfang

OpenAPI/Swagger expert for API specification design, validation, and code generation

Development181
O
opencode-expert

This skill provides comprehensive guidance for using OpenCode, the open-source AI coding agent. Use this skill when working with OpenCode CLI commands, keyboard shortcuts, agents (build/plan), slash commands, tools, skills, MCP servers, or configuration. Automatically triggered when OpenCode-specific questions or tasks are detected.

Agent workflows181
P
p5js-hermes
p5js-hermes
podo / design-agent-skills

Production pipeline for interactive and generative visual art using p5.js. Covers 2D/3D rendering, noise and particle systems, flow fields, GLSL shaders, pixel manipulation, kinetic typography, WebGL, and audio-reactive visuals, with headless export to HTML, PNG, GIF, MP4 or SVG. From NousResearch's Hermes agent.

Creative & media181
P
physics-system
physics-system
jame581 / godotprompter

Use when working with physics bodies, collision shapes, raycasting, areas, rigid bodies, ragdolls, soft bodies, Jolt physics, and physics interpolation in Godot 4.3+

Development181
P
project-init-orchestrator
project-init-orchestrator
shipshitdev / skills

Picks the project initialization route and orchestrates setup, preferring npx @shipshitdev/v0 for new Shipshit.dev repos. Use when bootstrapping or initializing a project.

Development181
R
reverse-engineer
reverse-engineer
jschulte / claude-plugins

Performs deep codebase analysis to generate 11 comprehensive documentation files. Adapts output based on the selected route -- Greenfield extracts business logic only (tech-agnostic), Brownfield extracts business logic + technical implementation (tech-prescriptive). Step 2 of 6 in reverse engineering. Use when asked to reverse engineer the codebase, extract business logic, or generate comprehensive documentation.

Development181
R
rspack-split-chunks
rspack-split-chunks
rstackjs / agent-skills

Diagnose or tune Rspack splitChunks for duplicate modules, route over-fetching, cache groups, caching, or oversized chunks

Development181
S
senior-ml-engineer
senior-ml-engineer
borghei / claude-skills

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.

Development181
S
systematic-debugging
systematic-debugging
osmontero / opencode-skills

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

Development181
T
threejs-errors-performance
threejs-errors-performance
impertio-studio / three.js-claude-skill-package

Use when a Three.js scene has performance problems: low FPS, memory leaks, too many draw calls, or high GPU memory usage. Prevents the common mistake of forgetting dispose(), creating objects in the render loop, or not using InstancedMesh for repeated objects. Covers disposal patterns, draw call optimization, InstancedMesh, LOD, texture compression, renderer.info, Stats.js profiling. Keywords: performance, memory leak, dispose, draw calls, FPS, slow, optimization, InstancedMesh, LOD, renderer.info, Stats, profiling, laggy, low FPS, stuttering, browser freezes.

Development181
V
vercel-react-best-practices
vercel-react-best-practices
andrelandgraf / fullstackrecipes

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

Development181
W
write-conventional-commit
write-conventional-commit
liblaf / skills

Draft one Conventional Commit message that summarizes the dominant intent of Git changes. Use when asked to write a commit message from staged changes, or from unstaged changes when nothing is staged

Development181
X
xano-init
xano-init
xano-inc / xano-developer-mcp

Discover and profile a Xano workspace to understand how to develop safely with it using the sandbox workflow

Development181
A
ai-llm-inference
ai-llm-inference
vasilyu1983 / ai-agents-public

LLM serving for latency, batching, caching, quantization, and routing. Use when tuning vLLM or SGLang, sizing KV cache, adding speculative decoding, or cutting serving cost.

Cloud & DevOps180
A
ai-sdk
ai-sdk
vercel-labs / open-agents

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: "AI SDK", "Vercel AI SDK", "generateText", "streamText", "add AI to my app", "build an agent", "tool calling", "structured output", "useChat".

Development180
A
angular-pipes
angular-pipes
oguzhan18 / angular-ecosystem-skills

ALWAYS use when working with Angular Pipes, custom pipes, pure pipes, impure pipes, or async pipes in Angular applications

Development180
A
architecture-documentation
architecture-documentation
melodic-software / claude-code-plugins

Generate architecture documents using templates with diagram integration. Use for creating C4 diagrams, viewpoint documents, and technical overviews

Development180
A
axiom-cloud-sync-diag
axiom-cloud-sync-diag
charleswiltgen / axiom

Use when debugging 'file not syncing', 'CloudKit error', 'sync conflict', 'iCloud upload failed', 'ubiquitous item error', 'data not appearing on other devices', 'CKError', 'quota exceeded' - systematic iCloud sync diagnostics for both CloudKit and iCloud Drive

Cloud & DevOps180
A
axiom-grdb
axiom-grdb
charleswiltgen / axiom

Use when writing raw SQL queries with GRDB, complex joins, ValueObservation for reactive queries, DatabaseMigrator patterns, query profiling under performance pressure, or dropping down from SQLiteData for performance - direct SQLite access for iOS/macOS

Data & databases180
A
axiom-ios-integration
axiom-ios-integration
charleswiltgen / axiom

Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, camera, photo library, audio, ShazamKit, haptics, localization, privacy, alarms, calendar, reminders, contacts. Covers App Intents, WidgetKit, StoreKit, AVFoundation, ShazamKit, Core Haptics, Spotlight, EventKit, Contacts

Development180
A
axiom-networking-diag
axiom-networking-diag
charleswiltgen / axiom

Use when debugging connection timeouts, TLS handshake failures, data not arriving, connection drops, performance issues, or proxy/VPN interference - systematic Network.framework diagnostics with production crisis defense

Development180
A
axiom-vision-ref
axiom-vision-ref
charleswiltgen / axiom

Use when needing Vision framework API details for hand/body pose, segmentation, text recognition, barcode detection, document scanning, or Visual Intelligence integration. Covers VNRequest types, coordinate conversion, DataScannerViewController, RecognizeDocumentsRequest, SemanticContentDescriptor, IntentValueQuery

Development180
A
azure-api-center
azure-api-center
microsoftdocs / agent-skills

Expert knowledge for Azure Api Center development including best practices, security, configuration, integrations & coding patterns, and deployment. Use when setting API auth, provisioning API Center, automating linting/registration, self-hosting the portal, or syncing with API gateways, and other Azure Api Center related development tasks. Not for Azure API Management (use azure-api-management), Azure Resource Manager (use azure-resource-manager), Azure Portal (use azure-portal)

Development180
A
azure-queue-storage
azure-queue-storage
microsoftdocs / agent-skills

Expert knowledge for Azure Queue Storage development, including best practices, limits and quotas, security, configuration, integrations, and coding patterns. Use when configuring queue authentication or encryption, monitoring metrics or logs, handling limits, coding with Azure Queue SDKs, or performing other Azure Queue Storage development tasks. Not for Azure Service Bus (use azure-service-bus), Azure Event Hubs (use azure-event-hubs), or Azure Table Storage (use azure-table-storage).

Cloud & DevOps180
B
blossom-carousel-vue

Builds carousels with @blossom-carousel/vue in Vue 3 and Nuxt, covering BlossomCarousel setup, CSS scroll-snap layouts, BlossomPrev/BlossomNext/BlossomDots/BlossomDot controls, template-ref methods (prev, next, goTo), useBlossomNavigation for custom controls, and command and overscroll events. Use when a Vue or Nuxt project imports @blossom-carousel/vue or renders <BlossomCarousel>, or when the user wants a Blossom carousel, slider, or gallery in Vue or Nuxt.

Development180
B
brutal-honesty-review
brutal-honesty-review
proffesor-for-testing / agentic-qe

Unvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's BS-detection. Use when code/tests need harsh reality checks, certification schemes smell fishy, or technical decisions lack rigor. No sugar-coating, just surgical truth about what's broken and why.

Testing & quality180
C
clip-aware-embeddings
clip-aware-embeddings
curiositech / some_claude_skills

Semantic image-text matching with CLIP and alternatives. Use for image search, zero-shot classification, similarity matching. NOT for counting objects, fine-grained classification (celebrities,

Data & databases180
C
cloudflare-worker-dev
cloudflare-worker-dev
curiositech / some_claude_skills

Cloudflare Workers, KV, Durable Objects, and edge computing development. Use for serverless APIs, caching, rate limiting, real-time features. Activate on "Workers", "KV", "Durable Objects",

Cloud & DevOps180
C
code-refactor-review
code-refactor-review
jnsahaj / skills

Reviews code changes for reuse, composition, codebase consistency, and slop. Use when asked to review PRs/diffs, check code reuse, composition, cleanliness, or whether code fits the codebase.

Testing & quality180
C
csharp-godot
csharp-godot
jame581 / godotprompter

Use when working with C# in Godot — conventions, GodotSharp API differences from GDScript, project setup, and interop

Development180
D
develop-web-game

Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.

Development180
D
dsh-plugin-development
dsh-plugin-development
nanmicoder / dsh-agent-teams

An execution-focused skill for developing, maintaining, distributing, and validating DeepSeek Harness (DSH) plugins. Covers host/client form assessment, bundle/profile contracts, Service and function plugins, tools, HTTP, persistence, slots, Conversation Node, client builds, HMR, GitHub installation, and real-world integration testing.

Development180
E
engineering-ml-engineer
engineering-ml-engineer
peterhdd / agent-skills

Build and deploy machine learning models with PyTorch, HuggingFace Transformers, and scikit-learn. Use when you need model training, fine-tuning with LoRA/QLoRA, text classification, NER, embeddings, RAG pipelines, dataset preparation, model evaluation, hyperparameter tuning, ONNX export, quantization, inference optimization, or classical ML with XGBoost and scikit-learn.

Data & databases180
F
foundation
foundation
rshankras / claude-code-apple-skills

Foundation framework skills: AttributedString patterns for rich-text formatting, alignment, selection, and SwiftUI integration. Use when working with styled text or AttributedString APIs.

Development180
F
frontend-design
frontend-design
julianromli / ai-skills

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics

Design & UI180
G
git-commit
git-commit
eduardo-sl / go-agent-skills

Structured Git commit messages following Conventional Commits for Go projects. Generates well-scoped, atomic commits with clear descriptions. Use when committing changes, writing commit messages, preparing PRs, or reviewing commit history quality. Examples: “commit these changes,” “create commit,” “commit message,” “prepare PR,” “squash commits.” Not for code review (go-code-review) or changelog generation.

Development180
G
go-context
go-context
eduardo-sl / go-agent-skills

Correct usage of context.Context in Go: propagation, cancellation, timeouts, deadlines, values, and common anti-patterns. Use when: "context usage", "context.Context", "context cancellation", "timeout", "context.WithTimeout", "context.WithCancel", "context values", "context propagation". Not for: concurrency beyond context (go-concurrency-review), HTTP middleware (go-api-design), or error handling (go-error-handling).

Development180
G
grpc-expert

Expert-level gRPC, Protocol Buffers, microservices communication, and streaming. Use when the user mentions Protocol Buffers, microservices, RPC, or streaming, or when the task involves gRPC Fundamentals, Communication Patterns, or Production Features.

Development180
H
harmonyos-dev
harmonyos-dev
coreylyn / harmonyos-skills

Develop, debug, refactor, or design native HarmonyOS applications with ArkTS, ArkUI, Stage model, and HarmonyOS Kits. Use for HarmonyOS feature implementation, UI and state-management work, device adaptation, permissions, networking, persistence, API migration, build failures, and architecture decisions. Inspect an existing project before choosing APIs, derive its SDK and device constraints from repository configuration, and verify version-sensitive guidance against current official Huawei documentation. Use harmonyos-review instead when the primary request is a code audit.

Development180
I
iii-cron-scheduling

Registers cron triggers with 7-field expressions to run functions on recurring schedules. Use when scheduling periodic jobs, timed automation, crontab replacements, cleanup routines, report generation, health checks, batch processing, or any task that should run every N seconds, minutes, hours, or on a weekly/monthly calendar.

Development180
I
iii-http-endpoints

Exposes iii functions as REST API endpoints. Use when building HTTP APIs, webhooks, or inbound request handling where iii owns the route.

Development180
I
iii-state-management

Creates scoped key-value stores, reads and writes state entries, lists keys, and performs partial updates across functions. Use when persisting data between invocations, managing user sessions, caching computed values, storing feature flags, sharing state between workers, or building a KV data layer as an alternative to Redis or DynamoDB.

Data & databases180
K
kotlin-multiplatform
kotlin-multiplatform
travisjneuman / .claude

KMP/CMP shared business logic, Compose Multiplatform, expect/actual, Ktor, SQLDelight, and platform-specific implementations. Use when building cross-platform Kotlin applications for Android, iOS, desktop, or web.

Development180
L
launch-readiness-auditor
launch-readiness-auditor
curiositech / some_claude_skills

Expert at evaluating software projects for production readiness. Assesses codebases holistically to determine what's shippable, what's blocking launch, and how to get from current state to

Testing & quality180
L
lynx-check-css-support
lynx-check-css-support
lynx-community / skills

Query @lynx-js/css-defines compat_data to check Lynx CSS property and nested feature/value support by rendering backend and Lynx version, or check whether a newer dataset version exists. Use when asked whether CSS is supported in Lynx or ReactLynx, which backends support it, when support was added, whether a style change is compatible, whether the bundled data is current, or when inspecting the raw definition JSON.

Development180
M
math-essentials
math-essentials
jame581 / godotprompter

Use when implementing game math — vectors, transforms, interpolation, curves, random number generation, and common geometric recipes

Development180
M
midnightskill
midnightskill
kali-decoder / midnight-skills

Set of skills for developing/building apps on Midnight Network. Always start with this skill to pick the right midnight skill for the task

Development180
M
mise-expert
mise-expert
samhvw8 / dotfiles

mise — the tool-version manager, env-var loader, and task runner that replaces asdf, direnv, and make. Use for anything involving mise.toml or .tool-versions: installing or pinning tools, choosing a backend (core, packslip, aqua, github, cargo, npm, pypi/pipx), env vars, tasks, lockfiles, trust prompts, auto-updates, CI setup, migrating from asdf/direnv/make/npm scripts or off ubi, and install failures — including attestation/cosign/SLSA verification errors.

Development180
P
parallel-processing-patterns
parallel-processing-patterns
josiahsiegel / claude-plugin-marketplace

Parallel and concurrent processing patterns in bash, including GNU Parallel, xargs -P, job pools, and async patterns (2025). Proactively activate for: (1) running tasks in parallel from bash, (2) xargs -P for parallel command execution, (3) GNU parallel for complex distribution, (4) background jobs with & and wait, (5) implementing a concurrency cap (job pool of N workers), (6) collecting exit codes from parallel children, (7) preventing race conditions in shared output files, (8) parallel file processing across many cores. Provides: xargs -P recipes, GNU parallel quick reference, job-pool implementations in pure bash, exit-code aggregation patterns, and FIFO-based work queues.

Development180
P
physics-simulation
physics-simulation
omer-metin / skills-for-antigravity

Patterns for physics-based simulation including numerical integration, rigid body dynamics, fluid simulation, finite element methods, and multi-physics coupling. Covers accuracy, stability, and performance. Use when ", " mentioned

Development180
R
react-flow-node-ts
react-flow-node-ts
sickn33 / agentic-awesome-skills

Create React Flow node components following established patterns with proper TypeScript types and store integration

Development180
R
readme
readme
shpigford / skills

When the user wants to create or update a README.md file for a project. Also use when the user says "write readme," "create readme," "document this project," "project documentation," or asks for help with README.md. This skill creates absurdly thorough documentation covering local setup, architecture, and deployment.

Development180
R
repo-cleanup
repo-cleanup
nickcrew / claude-cortex

Use when a repository needs cleanup of dead code, build artifacts, unused dependencies, outdated docs, or stale tests - provides safe cleanup workflows, validation steps, and reporting templates for code, deps, docs, tests, and sprint archives.

Development180
S
shadcn-sveltekit-design
shadcn-sveltekit-design
michael-obele / shadcn-svelte-mcp

Use when building, redesigning, polishing, or refactoring SvelteKit pages and reusable components with shadcn-svelte, Bits UI, or the shadcn-svelte MCP. Trigger on landing pages, dashboards, marketing sites, app shells, forms, navbars, tables, dialogs, charts, sidebars, auth screens, blocks, responsive layouts, theming, icon selection, component or CLI installation questions, and requests to turn an idea or rough mockup into polished Svelte UI without inventing component APIs.

Design & UI180
S
spring-ai
spring-ai
full-stack-skills / spring-skills

Provides comprehensive guidance for Spring AI including AI model integration, prompt templates, vector stores, and AI applications. Use when the user asks about Spring AI, needs to integrate AI models, implement RAG applications, or work with AI services in Spring.

Development180
T
technical-writing
technical-writing
mdsmithaustin / pstack

Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /technical-writing or when writing or reviewing docs, RFCs, readmes, PR descriptions, or commit messages.

Development180
T
telegram-dev
telegram-dev
2025emma / vibe-coding-cn

Full-stack guide to Telegram ecosystem development, covering Bot API, Mini Apps (Web Apps), and MTProto client development. Includes complete development resources for message handling, payments, inline mode, Webhook, authentication, storage, sensor APIs, and more.

Development180
T
threejs-pro
threejs-pro
404kidwiz / claude-supercode-skills

Expert in 3D web graphics using Three.js, React Three Fiber (R3F), and WebGL shaders.

Development180
14701–14760 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.