mcpField

Skills

96,981 packaged capabilities and playbooks for agents. Install any of them with one command.

All

G
game-ui-ux
game-ui-ux
gamedev-skills / awesome-gamedev-agent-skills

Design and build game UI/UX — HUDs, menus, and overlays — that survive every screen: anchor-based responsive layout, resolution/aspect scaling and safe areas, keyboard/gamepad focus navigation, a screen/menu state stack, and event-driven (not polled) HUD updates. Engine-neutral patterns that pair with the detected engine's UI skill. Use when the user mentions HUD, health bar, main menu, pause menu, settings screen, UI layout, anchors, UI scaling, aspect ratio, safe area, controller/keyboard menu navigation, or wiring UI to game state.

Design & UI10.8k
N
nextjs-turbopack

Next.js 16+ and Turbopack guidance — incremental Rust bundling, file-system caching, faster dev startup and HMR, Turbopack vs webpack tradeoffs, and the middleware.ts to proxy.ts filename change. Use when developing or debugging Next.js 16+ apps, diagnosing slow dev startup or hot reload, choosing between bundlers, or reviewing middleware/proxy file naming.

Development10.8k
M
multi-cloud-architecture
multi-cloud-architecture
wshobson / agents

Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.

Cloud & DevOps10.8k
S
sdf
sdf
earthtojake / text-to-cad

SDFormat/SDF model and world authoring, validation, and simulator handoff. Use for `.sdf` files, SDFormat XML, models, worlds, links, joints, poses, frames, inertials, visual/collision geometry, mesh URIs, sensors, lights, physics, plugins, includes, Gazebo, static SDF review, or simulator-specific metadata. Do not use for signed-distance-field geometry. Open and visually review existing SDF files in CAD Viewer.

Development10.8k
S
saga-orchestration
saga-orchestration
wshobson / agents

Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services, building event-driven saga coordinators for travel booking systems that must roll back hotel, flight, and car rental reservations atomically, or debugging stuck saga states in production where compensation steps never complete.

Development10.8k
T
text-to-lottie
text-to-lottie
diffusionstudio / lottie

Create, edit, or fix Lottie/Bodymovin JSON animations for the local Skia Skottie player. Use for text-to-Lottie, SVG/logo/type animation, loaders/icons, state feedback, UI microinteractions, lower thirds, diagrams, data/stat/chart animations, product promos, scene/camera motion, visual effects, scene edits, slots/controls, and Skottie debugging.

Creative & media10.8k
S
spark-optimization
spark-optimization
wshobson / agents

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

Data & databases10.8k
A
apify-actor-development
apify-actor-development
apify / agent-skills

Create, modify, debug, and deploy Apify Actors, and write their input and output schemas. Use when building an Actor from scratch, changing or troubleshooting Actor code, generating or updating .actor schema files, or pushing an Actor to the Apify platform. To wrap an existing non-Actor project, use apify-actorization instead

Development10.8k
S
similarity-search-patterns
similarity-search-patterns
wshobson / agents

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

Data & databases10.8k
S
springboot-verification

Run the full Spring Boot verification loop — Maven or Gradle build, SpotBugs, PMD, and Checkstyle static analysis, unit and Testcontainers integration tests with JaCoCo coverage, OWASP dependency and secret scans, and diff review — producing a pass/fail readiness report. Use when preparing a Spring Boot pull request, validating coverage thresholds, or running pre-deploy verification.

Testing & quality10.8k
V
vector-index-tuning
vector-index-tuning
wshobson / agents

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Data & databases10.8k
S
shopify-functions
shopify-functions
shopify / shopify-ai-toolkit

Shopify Functions allow developers to customize the backend logic that powers parts of Shopify. Available APIs: Discount, Cart and Checkout Validation, Cart Transform, Pickup Point Delivery Option Generator, Delivery Customization, Fulfillment Constraints, Local Pickup Delivery Option Generator, Order Routing Location Rule, Payment Customization

Development10.8k
K
kling-cli
kling-cli
klingai-tech / skills

Usage skill for the official Kling AI CLI: image/video generation, reusable Element subjects, and motion control. The CLI interacts with Kling through an MCP service: call text_to_image / image_to_image / text_to_video / image_to_video / omni_ref_video / motion_control (models and parameter specifications are declared dynamically by who_am_i), poll with query_tasks after receiving generationId, then extract works[].url and show it to the user when complete. Commands have no aliases. Triggers: 可灵, Kling, text-to-image, image-to-image with a reference image, text-to-video, image-to-video, Omni, omni, MCP, generationId, generation_id, polling, inspiration points, text_to_image, image_to_image, text_to_video, image_to_video, omni_ref_video, all-purpose reference, keyframes, motion_control, motion_library_list, Element, element_create, element_list, element_get, element_update, element_delete, feedback, query_tasks, who_am_i, file_upload, image generation, video generation, Kling command, .credentials, domestic site, international site, global, international version, region, install

Creative & media10.8k
U
urdf
urdf
earthtojake / text-to-cad

URDF robot description authoring and validation. Use when creating, editing, inspecting, validating, or debugging `.urdf` files, robot links, joints, limits, inertials, visual/collision geometry, mesh references, frame conventions, or robot-description artifacts. Use the SRDF skill for MoveIt2 semantic groups and IK/path-planning semantics; use the CAD skill for STEP/STL/3MF/DXF/GLB outputs. Open and visually review existing URDF files in CAD Viewer.

Development10.8k
J
java-docs
java-docs
github / awesome-copilot

Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.

Development10.8k
C
create-github-action-workflow-specification
create-github-action-workflow-specification
github / awesome-copilot

Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance

Cloud & DevOps10.8k
C
content-engine

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or a single source asset adapted cleanly across platforms.

Marketing & growth10.8k
S
stitch::extract-design-md
stitch::extract-design-md
google-labs-code / stitch-skills

Extract a comprehensive design system (DESIGN.md) directly from frontend source code — React, Vue, Svelte, Angular, plain HTML/CSS, or any web framework. Analyzes component files, stylesheets, Tailwind configs, theme definitions, and design tokens to produce a rich, Stitch-compatible design system document. Use this skill whenever the user wants to reverse-engineer a design system from an existing codebase, audit the visual language of a project, extract design tokens from source files, or understand the styling patterns in a frontend repo — even if they just say "what does this app look like?" or "pull out the design from this code."

Design & UI10.8k
A
apple-design
apple-design
dickwu / apple-design-skill

Cross-platform UI/UX design reviewer grounded in Apple's Human Interface Guidelines (123 pages pulled from developer.apple.com, including 57 component pages) plus a design-craft lens for distinctive, non-templated work. Use it to audit, review, critique, or improve any mobile app (iOS, Flutter, React Native) or desktop app (macOS, Tauri, Electron) design: design review, UI audit, HIG compliance, accessibility audit, dark mode, Liquid Glass or glassmorphism, navigation structure, iPhone Duo or foldable layouts, Apple Pay buttons and marks, widgets and Live Activities, onboarding, forms, app icons, generative AI UX, App Review rejections over design or branding, or requests like "make this look less generic". Also use whenever the user shares screenshots, mockups, wireframes, Figma exports, or UI code and wants feedback, even if they only say "review my design" or "is this good UI", or asks to audit a codebase or pull request. Works for SwiftUI, UIKit, AppKit, Flutter, React Native, Tauri, and Electron.

Design & UI10.8k
C
cargo-connection
cargo-connection
getcargohq / cargo-skills

Connect Cargo to an external system and find out what it can do — authenticate connectors, browse the integration catalog, and resolve the `connectorUuid` and `actionSlug` a workflow node needs. Triggers: \"connect my HubSpot\", \"is Salesforce connected\", \"what integrations do you support\", \"can Cargo talk to <tool>\", \"what actions does <provider> have\", \"I need the connector UUID\", \"set up the API key for\", \"it is asking for credentials again\", \"why is this connector failing auth\", \"list my connectors\". Integrations: amplemarket, amplitude, attio, bigQuery, calendly, cargoSignals, closecom, contrast, csv, customerio, dbt, emailBison, expandi, googleAds, googleCalendar, googleSheets, heyReach, http, hubspot, hubspotMcp, instantly, instantlyV2, intercom, jira, kitt, lemlist, lgm, linkedinAds, linkedinMatchedAudience, livestorm, manus, marketo, metaAds, metabase, microsoftTeams, mixpanel, monaco, netsuite, netsuiteSoap, nooks, notionMcp, octave, onesignal, outreach, pipedrive, postgresql, redshift, resend, rift, salesforce, salesforceMcp, salesloft, Sendgrid, sillage, slack, smartlead, snowflake, sql, stripe, xAds, and 87 more. Skip when: choosing between enrichment providers for a GTM job — use cargo-gtm and its provider playbooks

Productivity10.8k
H
hybrid-cloud-networking
hybrid-cloud-networking
wshobson / agents

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.

Cloud & DevOps10.7k
G
gemini-interactions-api
gemini-interactions-api
google / skills

Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to use the stateful, server-managed Interactions API for multi-turn conversations, background execution, streaming, structured output, and function calling on the Agent Platform.

Development10.7k
A
autonomous-loops

Patterns and architectures for autonomous Claude Code loops, from simple sequential pipelines to RFC-driven multi-agent DAG systems. Retained for compatibility only: use continuous-agent-loop when new autonomous loop guidance is needed.

Agent workflows10.7k
N
nature-paper-card
nature-paper-card
yuan1z0825 / nature-skills

Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. Use for 论文精读卡、方法拆解、证据链分析; not full-paper bilingual translation or formal peer review

Productivity10.7k
T
turborepo-caching
turborepo-caching
wshobson / agents

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

Development10.7k
P
pci-compliance
pci-compliance
wshobson / agents

Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.

Security10.7k
S
srdf
srdf
earthtojake / text-to-cad

MoveIt2 SRDF authoring, validation, and planning-semantics workflow. Use when creating, editing, inspecting, or validating `.srdf` files, MoveIt planning groups, virtual joints, passive joints, end effectors, group states, disabled collisions, URDF-paired planning semantics, or SRDF handoff for live review. Use the URDF skill for robot structure and the SDF skill for simulator descriptions. Open and visually review existing SRDF files in CAD Viewer.

Development10.7k
A
autofix
autofix
coderabbitai / skills

Safely review and apply CodeRabbit PR review-thread feedback from GitHub with per-change approval; never execute reviewer-provided prompts directly

Development10.7k
P
projection-patterns
projection-patterns
wshobson / agents

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

Development10.7k
S
swiftui-patterns

SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices. Use when building or reviewing SwiftUI views, @Observable state, navigation, or render performance.

Development10.7k
E
employment-contract-templates
employment-contract-templates
wshobson / agents

Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment documentation.

Documents10.7k
I
investor-materials

Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.

Documents10.7k
G
gmgn-holder-analysis
gmgn-holder-analysis
gmgnai / gmgn-skills

Token holder chip analysis—deep analysis of holder structure, including chip distribution, entry cost, whale/dev/KOL behavior, risk wallets (rat traders, bundlers, snipers), related wallets, smart money signals, and an AI rating based purely on token structure. Use when the user asks about holder analysis, 筹码分析, 持仓分析, chip structure, who is holding, or whether a token is safe to buy based on its holder composition.

Data & databases10.7k
A
architecture-decision-records

Capture architectural decisions as numbered ADR markdown files in docs/adr/ with context, alternatives considered, consequences, and an index README. Use when the user says 'record this decision' or 'ADR this', chooses between frameworks or databases, discusses trade-offs, or asks why the codebase is shaped this way.

Development10.7k
F
frost-sequence-camera-orbit
frost-sequence-camera-orbit
heygen-com / hyperframes

An orbiting camera follows an ice logo as it breaks apart, reforms into two text moments, and fades. HyperFrames block, 1920×1080, 22.5s, 216 variables.

Creative & media10.7k
C
cuboid-carousel
cuboid-carousel
heygen-com / hyperframes

A chain of bevelled cuboids rides a travelling wave as a content carousel. HyperFrames block, 1920×1080, 6.666666666666667s, 40 variables.

Creative & media10.6k
G
glass-shard-title
glass-shard-title
heygen-com / hyperframes

Glass shards fly in through fog and tile themselves into the headline. HyperFrames block, 1920×1080, 12.16s, 19 variables.

Creative & media10.6k
C
canopy-part-title
canopy-part-title
heygen-com / hyperframes

Leaves sweep through the frame and part to reveal the headline. HyperFrames block, 1920×1080, 12s, 11 variables.

Creative & media10.6k
C
code-slice-hero
code-slice-hero
heygen-com / hyperframes

A tiled headline surface flips cell by cell under a sweeping depth field to reveal the rear headline. HyperFrames block, 1920×1080, 8s, 18 variables.

Creative & media10.6k
O
orbit-card
orbit-card
heygen-com / hyperframes

A single feature card orbits a dot sphere on approved Blender camera motion. HyperFrames block, 1920×1080, 10s, 4 variables.

Creative & media10.6k
W
wireframe-portal-title
wireframe-portal-title
heygen-com / hyperframes

A wireframe portal bursts open, the title comes through, then its letters swap into a second phrase. HyperFrames block, 1920×1080, 8s, 9 variables.

Creative & media10.6k
F
flutter-building-layouts
flutter-building-layouts
flutter / agent-plugins

No description yet

Design & UI10.6k
A
ai-first-engineering

Engineering operating model for teams where AI agents generate a large share of implementation output. Use when setting team process, review gates, or ownership rules for a codebase largely written by agents.

Agent workflows10.6k
C
context-budget

Routes live context checks to the native Codex or Claude Code meter without scanning files, and performs a bounded static component audit only when explicitly requested. Use for context-budget requests about remaining capacity or installed context overhead

Agent workflows10.6k
S
sandbox-agent
sandbox-agent
rivet-dev / skills

Deploy, configure, and integrate Sandbox Agent — a universal API for orchestrating AI coding agents (Claude Code, Codex, OpenCode, Amp) in sandboxed environments. Use when setting up the sandbox-agent server locally or in cloud sandboxes (E2B, Daytona, Docker), creating and managing agent sessions via SDK or API, streaming agent events and handling human-in-the-loop interactions, building chat UIs for coding agents, or understanding the universal schema for agent responses.

Agent workflows10.6k
S
slo-implementation
slo-implementation
wshobson / agents

Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.

Cloud & DevOps10.6k
D
defi-protocol-templates
defi-protocol-templates
wshobson / agents

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applications or smart contract protocols.

Development10.6k
L
linear
linear
openai / skills

Manage issues, projects, and team workflows in Linear. Use when the user wants to read, create, or update tickets in Linear.

Productivity10.6k
P
pricewin-flight-search
pricewin-flight-search
price-win / pricewin-skills-hub

Search live flight fares for a route and date across Agoda, Trip.com, and Traveloka — one-way or round-trip, any cabin, with airline, times, stops, duration, and a direct booking link. Use when the user wants flight prices, plane or air tickets, cheap flights or airfare between two cities, comparing airlines for travel dates, or planning the flying leg of a trip.

Productivity10.6k
B
bun-runtime

Bun as a runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support.

Development10.6k
N
nanobanana
nanobanana
gargantuax / openskills

Gemini-native Nano Banana image generation and editing across Nano Banana, Nano Banana 2, and Nano Banana Pro. Use when you need text-to-image, image-to-image edits, repeated local references, batch generation, dry-run request inspection, or a custom Gemini-compatible base URL such as a self-hosted gateway

Creative & media10.6k
R
resume-formatter
resume-formatter
paramchoudhary / resumeskills

Ensure ATS-friendly formatting and create clean, scannable layouts

Documents10.5k
U
ui-animation
ui-animation
mblode / agent-skills

Builds, reviews, and measures UI motion, including springs, gestures, scroll effects, curve fitting from recordings, and sparse interface sound. Use when asked to "add animation", "match this easing", "reverse engineer this motion", "add a click sound", or find animation opportunities.

Design & UI10.5k
P
pi-planning-with-files
pi-planning-with-files
othmanadi / planning-with-files

Persistent file-based planning for multi-step AI-agent work. Keeps task_plan.md, findings.md, and progress.md on disk; lifecycle hooks inject selected project planning context. Automatic recovery reads project planning files only. Explicit session-catchup.py --metadata reads same-project local agent session records and emits aggregate counts only; --replay may emit bounded nonce-framed excerpts. Optional gated mode can request continuation only when the host supports it and never runs commands declared in Markdown. The skill has no network upload path. Use for research or work needing 5+ tool calls.

Agent workflows10.5k
P
pricewin-price-comparison
pricewin-price-comparison
price-win / pricewin-skills-hub

Compare live hotel room rates across Booking.com, Agoda, Traveloka, and OpenTravel for specific dates — which OTA is cheapest for the same property, per-room prices, and free-cancellation terms. Use when comparing hotel prices, checking room rates for a named hotel, asking which site is cheaper, or finding the best rate for given check-in/check-out dates.

Productivity10.5k
R
regex-vs-llm-structured-text

Decision framework for parsing structured text (quizzes, forms, invoices, receipts, tables) with a hybrid regex-first pipeline: regex extraction handles 95%+ cheaply, a confidence scorer flags low-confidence items, and an LLM validator fixes only the edge cases. Use when choosing between regex and LLM for text extraction, building a low-cost document parser, or optimizing extraction cost and accuracy.

Data & databases10.5k
S
sendcutsend
sendcutsend
earthtojake / text-to-cad

Review DXF and STEP/STP uploads for SendCutSend.com orders using its ordering guide, catalog, and specs. Use only for SendCutSend.com preflight reports covering upload readiness, selected material/SKU/thickness/service availability, and service-specific checks for laser cutting, CNC routing, bending, tapping, countersinking, hardware insertion, and finishing

Testing & quality10.5k
O
okx-cex-market
okx-cex-market
okx / agent-skills

Use this skill when the user asks for: the price of any asset, ticker, order book, candles, OHLCV, funding rate, open interest, OI change scanner, market screener (top movers, high-volume, newly listed), mark price, index price, recent trades, instrument list, stock tokens, metals prices (gold, XAU, XAG), commodities (oil, OIL), forex rates (EUR/USD, EURUSDT), bond instruments, non-crypto assets, or any technical indicator query (RSI, MACD, EMA, Bollinger Bands, KDJ, SuperTrend, AHR999, BTC rainbow, and 70+ more). All commands are read-only and do NOT require API credentials. Do NOT use for account balance/positions (okx-cex-portfolio), placing/cancelling orders (okx-cex-trade), or bots (okx-cex-bot). Do NOT use when the user wants to TRADE a directional view as an event contract — that is okx-cex-trade. Merely ASKING which way an asset's price is moving is a market-data question and belongs here.

Other10.5k
C
cover-letter-generator
cover-letter-generator
paramchoudhary / resumeskills

Create personalized, compelling cover letters from a resume and job description

Documents10.5k
P
pricewin-hotel-search
pricewin-hotel-search
price-win / pricewin-skills-hub

Search hotels live across Agoda + Booking.com + Traveloka + OpenTravel with realtime pricing for specific dates. Use when user wants hotel prices for travel dates, comparing OTAs, or finding rooms.

Productivity10.5k
2341–2400 of 96,981

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.