mcpField

Skills

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

Development

A
agent-panel
agent-panel
editframe / skills

Workbench agent panel system — ef-edit CustomEvent pipeline, registry roll-up, selector grouping, and element property schema. Use when adding new GUI edit capture points, expanding the inspector schema, or continuing development of the EFAgentPanel feature.

Development72
A
agentic-harness-design
agentic-harness-design
editframe / skills

Design multi-agent harnesses for long-running autonomous coding tasks. Covers generator/evaluator loops, context reset strategy, sprint contracts, and the planner-generator-evaluator architecture from Anthropic's harness research.

Agent workflows72
A
ai-sdk-ui
ai-sdk-ui
ovachiever / droid-tings

Build React chat interfaces with Vercel AI SDK v5/v6. Covers v6 beta (agent integration, tool approval, auto-submit), v4→v5 migration (breaking changes), useChat/useCompletion/useObject/useAssistant hooks, and 12 UI error solutions (stream parsing, stale body values, React update depth). Use when: implementing AI SDK v5/v6 chat UIs, migrating v4→v5, troubleshooting "useChat failed to parse stream", "useChat no response", or "stale body values" errors, or integrating OpenAI assistants.

Development72
A
api-gateway
api-gateway
awslabs / agent-plugins

Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases like: API Gateway, REST API, HTTP API, WebSocket API, custom domain, Lambda authorizer, usage plan, throttling, CORS, VPC link, private API. Also covers troubleshooting API Gateway errors (4xx, 5xx, timeout, CORS failures) and IaC templates containing API Gateway resources. For general REST API design unrelated to AWS, do not trigger.

Cloud & DevOps72
A
appsmith
appsmith
membranedev / application-skills

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

Development72
A
architecture-design-review
architecture-design-review
dauquangthanh / hanoi-rainbow

Conducts comprehensive architecture design reviews including system design validation, architecture pattern assessment, quality attributes evaluation, technology stack review, and scalability analysis. Produces detailed review reports with findings, recommendations, and risk assessments. Use when reviewing software architecture designs, validating architecture decisions, assessing system scalability, evaluating technology choices, or when users mention architecture review, design assessment, technical review, or architecture validation.

Development72
A
ast-grep
ast-grep
bastani-inc / atomic

The verifiable coding agent runtime. Define your coding agent's process in natural language with stages, checks, and approval gates instead of hoping it follows your instructions. Primitives for verifiable software factories.

Development72
A
astro
astro
briantbr / astro-best-practices-v6

Astro framework patterns for Islands Architecture, client directives (client:load, client:visible, client:idle, client:only, client:media), integrations (MDX, Tailwind, React/Vue/Svelte), View Transitions API, and deployment strategies. Use when building content-focused sites, implementing partial hydration with islands, setting up multi-framework projects, optimizing performance with zero-JS by default, or deploying static/SSR sites.

Development72
A
awesome-code-standards
awesome-code-standards
khasky / awesome-agent-skills

Coding conventions that fill the gaps a project's own rules leave: naming, structure, immutability, types, error handling, layering. Use when starting a module, setting lint rules, refactoring to conventions, or onboarding.

Development72
A
azure-ai-formrecognizer-java
azure-ai-formrecognizer-java
sickn33 / agentic-awesome-skills

Build document analysis applications using the Azure AI Document Intelligence SDK for Java

Documents72
B
backend-docs
backend-docs
marcioaltoe / skills

Creates selected backend Markdown documentation from code evidence, including architecture/design docs, bounded context maps, developer onboarding, API contracts, and gap analysis for code smells, project-rule violations, DDD issues, coupling, and improvement opportunities. Use when the user asks to document a backend, map backend architecture or domains, onboard backend developers, audit backend documentation gaps, or produce objective backend docs. Do NOT use for frontend docs, generic README writing, or implementing backend changes.

Development72
B
bevy-audio
bevy-audio
chrisgliddon / bevy-skills

Use when implementing audio in Bevy 0.20 with `AudioPlayer`, `PlaybackSettings`, `AudioSink` or `SpatialAudioSink`, spatial listeners, application mix groups, ambience/music transitions, asset lifetime, browser gesture restrictions, or choosing built-in audio versus `bevy_seedling 0.8`.

Development72
B
bevy-physics
bevy-physics
chrisgliddon / bevy-skills

Use when adding `RapierPhysicsPlugin`, spawning `RigidBody`/`Collider`, reading `CollisionEvent` or `PhysicsQuarantineEvent`, querying with `ReadRapierContext`, configuring `KinematicCharacterController`, or ordering gameplay around `PhysicsSet` in Bevy 0.20.

Development72
B
bitbucket-automation
bitbucket-automation
sickn33 / agentic-awesome-skills

Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.

Development72
B
bkn-requirement
bkn-requirement
openbkn-ai / bkn-engineering

Use when research outlines, PRD iterations, follow-up question lists, acceptance test cases, and BKN_Creator handover summaries need to be compiled from customer background, visit preparation, business interviews, meeting minutes, audio transcripts, PRDs, BRDs, process descriptions, system/data materials, or rough ideas.

Development72
B
build-video-editor
build-video-editor
banuba / ai-skills

Implement features, write code, and set up Banuba Video Editor SDK. Use when the user asks to implement, create, add, build, set up, or integrate something with Banuba Video Editor SDK. Trigger with "help me add", "set up", "build a video editor". Covers both the full pre-built UI (VE SDK) and the headless, code-level VE API (Playback/Export/Effects modules) for custom video editing workflows. Not for looking up existing docs - use explain-video-editor-photo-editor-docs for that.

Development72
B
building-components
building-components
marcioaltoe / skills

Guide to building modern, accessible, and composable UI components. Use when building new components, implementing accessibility, creating composable APIs, setting up design tokens, publishing to npm/registry, or writing component documentation

Design & UI72
C
candid-init
candid-init
ron-myers / candid

Generate Technical.md and config.json by deeply analyzing your codebase structure, architecture, and patterns

Development72
C
cats-effect-resource
cats-effect-resource
alexandru / skills

Helps agents write and review Scala Cats Effect Resource code. Use for preventing resource leaks and use-after-release bugs, modeling disposable values with Resource, designing Resource-returning factories and constructor-injected services, wrapping Java AutoCloseable values, composing resources, and handling cancellation-safe release.

Development72
C
ccw-cli-tools
ccw-cli-tools
catlog22 / claude-code-workflow

CLI tools execution specification (gemini/claude/codex/qwen/opencode) with a unified prompt template, mode options, and auto-invoke triggers for code analysis and implementation tasks. Supports configurable CLI endpoints for analysis, write, and review modes.

Agent workflows72
C
cloud-elements
cloud-elements
membranedev / application-skills

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

Development72
C
code-quality
code-quality
autumnsgrove / lattice

Maintain Python code quality using Black formatting, Ruff linting, and mypy type checking. Use when formatting code, running linters, fixing style issues, or adding type hints.

Testing & quality72
C
code-refactor
code-refactor
laurigates / claude-plugins

Refactor toward pure functions, immutability, composition. Use when extracting pure functions, removing side effects, replacing loops with map/filter/reduce, or separating I/O.

Development72
C
context-management
context-management
dralgorhythm / claude-agentic-framework

Manage project context effectively. Use when onboarding, context switching, or maintaining project knowledge. Covers context capture and sharing.

Development72
C
converting-css-to-tailwind
converting-css-to-tailwind
revitalb-port / skills-registry-demo

Convert plain CSS stylesheets to Tailwind CSS utility classes. Handles selectors, media queries, pseudo-classes, custom properties, and animations.

Design & UI72
C
craftcms
craftcms
membranedev / application-skills

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

Development72
C
create-repository
create-repository
lutzseverino / repository-standards

Bootstrap a repository from an exact immutable standards release.

Development72
C
cross-chain
cross-chain
stellar / stellar-dev-skill

Cross-chain interoperability for Stellar. Entry point with a rail-selection decision table and shared pitfalls, routing to three companion files — cctp.md (Circle CCTP V2, native USDC burn-and-mint between Stellar and EVM/Solana chains, domain 27, the CctpForwarder requirement for Stellar recipients), axelar.md (Axelar GMP for Soroban contracts calling contracts on other chains, and the Interchain Token Service for multichain tokens), and layerzero.md (LayerZero V2 OApp messaging with configurable DVN security, OFT omnichain tokens, and USDT0 — native USDT on Stellar). Also covers NEAR Intents (intent-based cross-chain swaps into XLM or Stellar USDC) at the routing level. Use when bridging USDC or USDT to or from Stellar, sending messages between a Stellar contract and another blockchain, making a token exist on multiple chains, or adding cross-chain swaps to an app.

Development72
D
dart-static-analysis
dart-static-analysis
dart-lang / skills

Configure and resolve static analysis warnings to maintain project health.

Testing & quality72
D
debugging
debugging
thelobbi / claude

Debugging techniques for Python, JavaScript, and distributed systems. Activate for troubleshooting, error analysis, log investigation, and performance debugging. Includes extended thinking integration for complex debugging scenarios.

Development72
D
dependabot-triager

Assesses an open Dependabot pull request and emits a recommendation (Merge / Review before merging / Do not merge) plus confidence (High / Medium / Low) with concise prose grounded in upstream source changes. Advisory only: it posts a single comment and never merges, approves, or labels. Designed to run as a scheduled reconciler that comments exactly once per PR state and re-comments only when the PR head commit changes.

Testing & quality72
D
design-skill-progression-trees
design-skill-progression-trees
fcsouza / agent-skills

Use when designing or implementing skill trees, talent trees, ability progression systems, or unlock graphs. Triggers: skill tree, talent tree, ability tree, progression system, unlock, prestige, node, skill points.

Development72
D
design-system-architecture
design-system-architecture
nickcrew / claude-cortex

Build scalable design systems with design tokens, component APIs, and documentation. Use when creating or evolving component libraries.

Design & UI72
D
development-environment
development-environment
miles990 / claude-software-skills

IDE setup, dev containers, and local development tools

Development72
D
diagnosing-bugs
diagnosing-bugs
devcxl / mattpocock-skills-zh

A diagnostic loop for tricky bugs and performance regressions. Use when the user says "diagnose" / "debug this", or reports a crash, error, malfunction, or slowness somewhere.

Development72
D
dmr-openapi-skeleton
dmr-openapi-skeleton
wemake-services / django-modern-rest

Generate django-modern-rest transport-layer skeletons from OpenAPI 3.1+ specs. Use when asked to turn an OpenAPI file, URL, or pasted document into typed DTOs, controllers, routers, Django URL wiring, and minimal tests for this repository or similar projects built on dmr. Trigger on requests to scaffold APIs, bootstrap apps, or map OpenAPI operations to Controller, Router, and OpenAPI view constructs without implementing business logic.

Development72
D
docker-via-wsl
docker-via-wsl
netresearch / docker-development-skill

Use when YOU (the AI agent) are running on Windows OUTSIDE WSL (Git Bash/MSYS/PowerShell shell) and need to run ANY docker / docker compose command. Docker Desktop runs on the WSL2 engine, so commands must be re-issued INSIDE WSL via wsl.exe -- running them from the Windows shell on a network/SMB drive (Z:, UNC) corrupts bind-mount paths. Does NOT apply if your shell is already inside WSL. Triggers on: docker, docker compose, docker-compose, container, bind mount, volume, 'is a directory', mount source wrong, Windows + Docker Desktop, WSL.

Cloud & DevOps72
D
docs-governance
docs-governance
hexsis-llc / skills

Keep a repository's docs the product authority, with one dated owner-decision register, lasting docs in `docs/` grouped by kind, and scratch in an ignored `.scratch/`. Use when you record or rely on an owner decision, add, move, or remove a doc, write a temporary note, plan, or spec, edit agent instructions, or set this method up in a new repository.

Development72
D
dojo-init

Initialize new Dojo projects with proper directory structure, configuration files, and dependencies. Use when starting a new Dojo game project or setting up the initial project structure.

Development72
D
domain
domain
boshu2 / agentops

Settle what domain terms mean per context, and which repository conventions or language standards (Go, Python) apply. Use when: names disagree or a rename is proposed.

Development72
D
dotnet-cli-architecture
dotnet-cli-architecture
wshaddix / dotnet-skills

Structuring CLI app layers. Command/handler/service separation, clig.dev principles, exit codes.

Development72
D
dotnet-documentation-strategy
dotnet-documentation-strategy
wshaddix / dotnet-skills

Choosing documentation tooling. Starlight, Docusaurus, DocFX decision tree, migration paths.

Development72
D
dotnet-library-api-compat
dotnet-library-api-compat
wshaddix / dotnet-skills

Maintaining library compatibility. Binary/source compat rules, type forwarders, SemVer impact.

Development72
D
dotnet-scaffold-project
dotnet-scaffold-project
wshaddix / dotnet-skills

Creating a new .NET project. Generates solution with CPM, analyzers, editorconfig, SourceLink.

Development72
D
dotnet-solution-navigation
dotnet-solution-navigation
wshaddix / dotnet-skills

Orienting in a .NET solution. Entry points, .sln/.slnx files, dependency graphs, config.

Development72
D
dotnet-trimming
dotnet-trimming
wshaddix / dotnet-skills

Making apps/libraries trim-safe. Annotations, ILLink descriptors, IL2xxx warnings, IsTrimmable.

Development72
D
draft-release-notes
draft-release-notes
jamiepine / voicebox

Use this skill to draft or update the [Unreleased] section of CHANGELOG.md from the actual changes since the last tag. Run this at any point during development to keep a working copy of the release narrative. Does NOT bump versions or create tags.

Development72
E
electron-egg
electron-egg
partme-ai / full-stack-skills

Provides comprehensive guidance for the Electron EGG framework, including project structure, main/renderer processes, IPC, window management, and desktop app development. Use when the user asks about Electron EGG, needs to create Electron applications with EGG, or work with Electron EGG patterns.

Development72
E
elite-gsap
elite-gsap
rshvr / elite-web-design

Complete GSAP (GreenSock Animation Platform) reference for elite web animations. Covers ScrollTrigger, SplitText, Flip, MorphSVG, DrawSVG, MotionPath, Observer, Draggable, timelines, Lenis smooth scroll, and framework integration. 2026 UPDATE: All GSAP plugins are now 100% FREE (Webflow acquisition). Use when asked about: GSAP, gsap, GreenSock, ScrollTrigger, scroll animations, SplitText, text animations, Flip plugin, layout animations, MorphSVG, DrawSVG, SVG animations, complex animations, animation library, pinned sections, horizontal scroll, parallax effects, smooth scroll, Lenis, or any sophisticated web animation needs. IMPORTANT: Always load elite-accessibility alongside this skill for reduced-motion patterns. References elite-design-core for design tokens.

Design & UI72
E
extension-authoring
extension-authoring
scientiacapital / skills

Comprehensive guide for authoring Claude Code extensions including skills (SKILL.md), hooks, slash commands, and subagents. Use when: creating skills, writing hooks, making slash commands, building subagents, learning Claude Code extensions.

Agent workflows72
F
fal-api-reference
fal-api-reference
josiahsiegel / claude-plugin-marketplace

Complete fal.ai API reference system. PROACTIVELY activate for: (1) @fal-ai/client JavaScript setup, (2) fal_client Python setup, (3) fal.subscribe/run/stream methods, (4) Queue management (submit/status/result), (5) Webhook configuration, (6) File upload to fal.media, (7) REST API endpoints, (8) Real-time WebSocket connections, (9) Error handling patterns. Provides: Client configuration, method signatures, queue workflow, webhook payloads, common parameters. Ensures correct API usage with proper authentication and error handling.

Development72
F
fal-optimization
fal-optimization
josiahsiegel / claude-plugin-marketplace

Complete fal.ai optimization system. PROACTIVELY activate for: (1) Queue vs run performance, (2) Parallel request batching, (3) Streaming for real-time UI, (4) WebSocket for interactive apps, (5) Model cost comparison, (6) Image size optimization, (7) Inference step tuning, (8) Webhook vs polling, (9) Result caching by seed, (10) Serverless scaling config. Provides: Parallel patterns, cost strategies, caching examples, monitoring setup. Ensures optimal performance and cost-effective usage.

Cloud & DevOps72
F
fal-serverless-guide
fal-serverless-guide
josiahsiegel / claude-plugin-marketplace

Complete fal.ai serverless deployment system. PROACTIVELY activate for: (1) Creating fal.App class, (2) GPU machine selection (T4/A10G/A100/H100), (3) setup() for model loading, (4) @fal.endpoint decorators, (5) Persistent volumes for weights, (6) Secrets management, (7) Scaling configuration (min/max concurrency), (8) Multi-GPU deployment, (9) fal deploy commands, (10) Local development with fal run. Provides: App structure, Dockerfile patterns, deployment commands, scaling config. Ensures production-ready serverless ML deployment.

Cloud & DevOps72
F
feature-arch-gate
feature-arch-gate
pproenca / dot-skills

Adversarial pass/fail review gate that enforces the feature-arch skill's React feature-based architecture rules. Use when a diff, branch, PR, or src/ tree must be judged for architecture conformance before merge — feature folder structure, import boundaries, cross-feature isolation, data-fetching, state, testing, and naming rules. A single blind reviewer renders per-rule PASS/FAIL verdicts with cited evidence, and the reviewer's structured output is the verdict fail-closed. Use the feature-arch skill itself to design or migrate an architecture; use this gate to judge whether work conforms to it.

Testing & quality72
F
find-rules
find-rules
marcioaltoe / skills

Discover and understand project rules, coding standards, and architectural guidelines before starting a task. Use when you need to know the constraints, patterns, or compliance requirements for a feature, file, or technology.

Development72
F
finetuning-technique
finetuning-technique
awslabs / agent-plugins

Selects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against the selected model's available recipes. Use when the user has decided to finetune and needs to choose a technique, or when the technique needs to be validated against a model. Requires a base model to already be selected (via model-selection skill).

Development72
F
flow-spec
flow-spec
nyldn / claude-octopus

NLSpec authoring — use when you need a structured specification from multi-AI research and consensus

Development72
F
flutter-accessibility
flutter-accessibility
thienqo / flutter-skills

Build or audit Flutter accessibility for semantics, screen readers, focus, keyboard access, text scaling, contrast, target size, and motion preferences. Pair with flutter-responsive-layout when large text causes reflow, clipping, or overflow across constraints.

Design & UI72
F
formidable-forms
formidable-forms
membranedev / application-skills

Formidable Forms integration. Manage Forms, Users, Roles. Use when the user wants to interact with Formidable Forms data.

Data & databases72
F
fpga-design
fpga-design
omer-metin / skills-for-antigravity

Patterns for FPGA development including RTL design (Verilog/VHDL), timing closure, clock domain crossing, high-level synthesis, and verification. Covers both traditional HDL and modern HLS approaches. Use when ", " mentioned.

Development72
24781–24840 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.