mcpField

Skills

98,284 packaged capabilities and playbooks for agents. Install any of them with one command.

All

A
adk-dev-console
adk-dev-console
botpress / skills

Explains the ADK Dev Console — what each tab shows, how to read Agent Steps, traces, multi-agent dashboard, agent switching, console modes, and other UI features visible at localhost:3001 during adk dev

Agent workflows1.6k
C
csharp-concurrency-patterns
csharp-concurrency-patterns
aaronontheweb / dotnet-skills

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Avoid locks and manual synchronization unless absolutely necessary.

Development1.6k
I
ionic-expert
ionic-expert
capawesome-team / skills

A comprehensive starting point for AI agents to work with the Ionic Framework. Covers core concepts, components, CLI, theming, layout, lifecycle, navigation, and framework-specific patterns for Angular, React, and Vue. Pair with the other Ionic skills in this collection for deeper topic-specific guidance like app creation, framework integration, and upgrades.

Development1.6k
M
microsoft-sharepoint
microsoft-sharepoint
membranedev / application-skills

Microsoft Sharepoint integration. Manage Sites. Use when the user wants to interact with Microsoft Sharepoint data.

Documents1.6k
O
okx-ai-guide
okx-ai-guide
okx / onchainos-skills

OKX.AI (the Agent economic system) intro & onboarding entry. Use whenever the user asks what OKX.AI is, what it can do, how to use or get started with it, wants an OKX.AI tutorial / quickstart / help, or types the product name in any spelling / spacing / casing / typo variant (OKXAI, okx ai, okx-ai, lowercase okx.ai, mis-typed Chinese like 啥是okxai) — e.g. what is OKX.AI / OKX.AI 是什么 / 怎么用 OKX.AI / OKX.AI 快速开始, and any paraphrase in any language. Detects the runtime platform, introduces the three roles (User / ASP / Evaluator), and routes the user into identity registration. NOT for generic onchain-OS onboarding, nor for direct task operations (publishing / accepting / delivering / disputing a task — a separate task-lifecycle flow).

Agent workflows1.6k
P
platform-strategy
platform-strategy
refoundai / lenny-skills

Help users design and execute platform business strategies. Use when someone is building a marketplace, creating an ecosystem, deciding on API strategy, thinking about multi-sided network effects, or building developer platforms.

Other1.6k
P
presentation-video
presentation-video
iart-ai / data-animation-skills

This skill should be used when the user asks to "make an animated presentation", "turn a pitch deck into a video", "convert slides/a deck to video", "make a presentation video", "build a deck video", "narrate a slide deck as a video", or "auto-advance slides synced to a voiceover". Covers rebuilding slides as motion graphics with staggered build reveals, slide-to-slide transitions, and timing locked to per-slide narration.

Creative & media1.6k
B
background-grid-webgl
background-grid-webgl
mengto / skills

Create a perspective WebGL background grid with fading lines, subtle particle haze, slow forward drift, and gentle camera parallax.

Design & UI1.6k
B
bundle-splitting
bundle-splitting
patternsdev / skills

Teaches bundle splitting techniques for web performance. Use when your application has a large JavaScript bundle that affects load times or when you need to reduce FCP/LCP.

Development1.6k
F
ffmpeg-video-editor
ffmpeg-video-editor
sundial-org / awesome-openclaw-skills

Generate FFmpeg commands from natural language video editing requests - cut, trim, convert, compress, change aspect ratio, extract audio, and more.

Creative & media1.6k
T
tao-train-grounding-dino
tao-train-grounding-dino
nvidia / skills

Grounding DINO for open-set object detection. Combines DINO-style detection with a BERT text encoder for

Data & databases1.6k
T
tao-train-optical-inspection
tao-train-optical-inspection
nvidia / skills

Optical Inspection for defect detection using Siamese networks. Compares image pairs to detect manufacturing

Data & databases1.6k
A
agency-grid-layout-minimal
agency-grid-layout-minimal
mengto / skills

Create a minimal agency design system with a disciplined editorial grid, oversized typography, quiet uppercase utility labels, restrained image blocks, and subtle structural detail.

Design & UI1.6k
C
coaching-pms
coaching-pms
refoundai / lenny-skills

Help users develop and coach product managers. Use when someone is managing PMs, creating development plans, running performance reviews, or trying to level up their PM team's capabilities.

Other1.6k
C
cross-functional-collaboration
cross-functional-collaboration
refoundai / lenny-skills

Help users work effectively across functions. Use when someone is navigating PM-engineering relationships, resolving cross-team conflicts, building product trios, or improving handoffs between design, engineering, and product.

Productivity1.6k
G
gtm-partnership-architecture
gtm-partnership-architecture
github / awesome-copilot

Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.

Marketing & growth1.6k
P
paper-assembly
paper-assembly
lingzhi227 / agent-research-skills

Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → review), support checkpointing and resumption. Use for assembling a complete paper from components

Agent workflows1.6k
T
tao-analyze-changenet-rca
tao-analyze-changenet-rca
nvidia / skills

Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with

Data & databases1.6k
T
tao-train-action-recognition
tao-train-action-recognition
nvidia / skills

Action recognition from video sequences. Supports RGB, optical flow, and joint (multi-stream) input types for

Data & databases1.6k
V
vitess
vitess
planetscale / database-skills

Vitess best practices, query optimization, and connection troubleshooting for PlanetScale Vitess databases. Load when working with Vitess databases, sharding, VSchema configuration, keyspace management, or MySQL scaling issues.

Data & databases1.6k
A
app-store-review
app-store-review
safaiyeh / app-store-review-skill

Evaluates code against Apple's App Store Review Guidelines. Use this skill when reviewing iOS, macOS, tvOS, watchOS, or visionOS app code (Swift, Objective-C, React Native, or Expo) to identify potential App Store rejection issues before submission. Triggers on tasks involving app review preparation, compliance checking, or App Store submission readiness

Testing & quality1.6k
B
bids
bids
k-dense-ai / scientific-agent-skills

Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets. Supports organizing neuroscience and biomedical data (MRI, EEG, MEG, iEEG, PET, microscopy, NIRS, motion capture, EMG, MR spectroscopy, behavioral), querying BIDS layouts, validating compliance, converting DICOM to BIDS, writing metadata sidecars, or creating BIDS derivatives.

Data & databases1.6k
A
authoring-analysis
authoring-analysis
adobe / skills

Use this when the page-import pipeline needs to determine the authoring approach (default content vs blocks) for scraped content before generating import HTML for AEM Edge Delivery Services. Covers validating block selection and section styling for import/migration. Do not invoke directly — called by page-import as a pipeline step.

Development1.6k
D
devops-deployment
devops-deployment
yonatangross / orchestkit

Use when setting up CI/CD pipelines, containerizing applications, deploying to Kubernetes, or writing infrastructure as code. DevOps & Deployment covers GitHub Actions, Docker, Helm, and Terraform patterns.

Cloud & DevOps1.6k
I
ionic-app-development
ionic-app-development
capawesome-team / skills

Guides the agent through general Ionic Framework development including core concepts, component reference, CLI usage, layout, theming, animations, gestures, development workflow, and troubleshooting. Covers all Ionic UI components grouped by category with properties, events, methods, slots, and CSS custom properties. Do not use for creating a new Ionic app (use ionic-app-creation), framework-specific patterns (use ionic-angular, ionic-react, ionic-vue), or upgrading Ionic versions (use ionic-app-upgrades).

Development1.6k
P
page-decomposition
page-decomposition
adobe / skills

Use this when the page-import pipeline needs to analyze the content sequences within a single section and describe them neutrally for AEM Edge Delivery Services. Covers identifying breaking points between default content and blocks, one section at a time. Do not invoke directly — called by page-import per section.

Development1.6k
P
platform-infrastructure
platform-infrastructure
refoundai / lenny-skills

Help users build and scale internal platforms and technical infrastructure. Use when someone is deciding whether to build vs buy tooling, designing developer platforms, creating shared services, or managing technical debt at scale.

Development1.6k
T
tao-analyze-gaps-visual-changenet
tao-analyze-gaps-visual-changenet
nvidia / skills

Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-services container directly via `docker run … gap_analysis vcn_aoi …` — picks the optimal decision threshold, ranks per-sample weakness, and emits a top-K weakest parquet expanded per-lighting for downstream augmentation. Use when analyzing VCN classification failures, picking SDA augmentation targets, or auditing PASS/NO_PASS boundary cases.

Data & databases1.6k
T
tao-train-pose-classification
tao-train-pose-classification
nvidia / skills

Pose classification using ST-GCN (Spatial Temporal Graph Convolutional Network). Classifies skeleton sequences

Data & databases1.6k
B
blender-lighting
blender-lighting
roble3 / cc-blender-skill

Light Blender scenes professionally — three-point setups, HDRI environments, studio/cinematic/dramatic configurations, light groups, color temperature, soft vs hard shadows. Use whenever the user asks to “light the scene”, “set up lighting”, “make it look cinematic / dramatic / studio / outdoor / sunset”, “add a key light”, “use HDRI”, or any lighting-related request. Make sure to use this skill even if the user does not say “light” — also covers “make it look professional”, “studio shot”, “moody atmosphere”, “golden hour”, “rim light”. Pairs with blender-materials (lighting reveals materials) and blender-cameras (lighting + composition together = shot).

Creative & media1.6k
B
building-sales-team
building-sales-team
refoundai / lenny-skills

Help users build and scale their sales organization. Use when someone is hiring their first salespeople, deciding when to bring on sales leadership, structuring sales compensation, or transitioning from founder-led sales.

Marketing & growth1.6k
P
product-description-generator
product-description-generator
nexscope-ai / ecommerce-skills

E-commerce product description generator for any platform. Generates optimized titles, bullet points, descriptions, and backend keywords using competitor research + keyword scoring + FABE copywriting. Two modes: (A) Create — generate listing from product specs with optional competitor analysis, (B) Optimize — improve existing listing with keyword gap analysis. Supports Amazon, eBay, Walmart, Shopify, Etsy, TikTok Shop, Lazada, Shopee. No API key required. Use when: (1) writing a new product listing, (2) analyzing what makes competitors rank, (3) improving an underperforming listing

Marketing & growth1.6k
Q
qa-project-context
qa-project-context
petrkindlmann / qa-skills

Create and fill .agents/qa-project-context.md with the project's tech stack, test frameworks, CI/CD pipeline, environments, quality goals, risk areas, team structure, and conventions. This is the one file every other QA skill reads first, so they skip redundant discovery and give context-aware advice. Use when: "set up QA context," "configure testing," "initialize project," first use of any QA skill. Not for: bootstrapping a brand-new project's QA end-to-end—use qa-start (which calls this skill as its first step). Related: qa-start, risk-based-testing, test-strategy, qa-metrics, playwright-automation.

Testing & quality1.6k
C
compression
compression
patternsdev / skills

Teaches JavaScript compression techniques including Gzip and Brotli. Use when optimizing network transfer times or configuring server-side compression for production builds

Development1.6k
M
managing-timelines
managing-timelines
refoundai / lenny-skills

Help users set and hit realistic deadlines. Use when someone is planning project timelines, struggling to hit deadlines, dealing with timeline pressure from stakeholders, or trying to improve estimation accuracy.

Productivity1.6k
S
skeuomorphic-ui
skeuomorphic-ui
mengto / skills

Create skeuomorphic web UI surfaces with layered gradients, stacked inner and outer shadows, reflective gradient borders, micro texture, and embossed text or icon details. Use when asked for pressed, carved, tactile, realistic, soft-plastic, soft-metal, or premium physical interface styling.

Design & UI1.6k
B
business-design
business-design
owl-listener / designer-skills

Read financials, map competitive landscapes, and argue design decisions in the language of value. Use when defending design to commercial stakeholders. For the live negotiation itself, use `design-negotiation` (designer-toolkit).

Design & UI1.6k
J
jwt-security
jwt-security
mindrally / skills

Guidelines for implementing JWT authentication with security best practices for token creation, validation, and storage

Security1.6k
P
playwright-scraper
playwright-scraper
alphaonedev / openclaw-graph

Playwright web scraping: dynamic content, auth flows, pagination, data extraction, screenshots

Data & databases1.6k
P
preview-import
preview-import
adobe / skills

Use this when you need to preview and verify content you imported into a local AEM Edge Delivery Services (EDS, Franklin, Helix) dev server on localhost. Starts the dev server against the imported HTML, checks block rendering, inspects DOM structure, compares against the original page, and troubleshoots broken references and 404s.

Testing & quality1.6k
Q
quality-playbook
quality-playbook
github / awesome-copilot

Run a complete quality engineering audit on any codebase. Derive behavioral requirements from the code, generate spec-traced functional tests, run a three-pass code review with regression tests, conduct a multi-model spec audit (Council of Three), and produce a consolidated bug report with TDD-verified patches. Finds 35% of real defects that structural code review alone cannot catch. Works with any language. Triggers on “quality playbook,” “spec audit,” “Council of Three,” “fitness-to-purpose,” or “coverage theater.”

Testing & quality1.6k
R
rivet-dynamic-apps
rivet-dynamic-apps
rivet-dev / skills

Dynamic Apps: Deploy an AI-generated backend for every user

Cloud & DevOps1.6k
S
scoping-cutting
scoping-cutting
refoundai / lenny-skills

Help users scope projects and cut features effectively. Use when someone is defining an MVP, dealing with scope creep, trying to ship faster, or needs to make tradeoffs about what to build

Development1.6k
S
sentry-fix-stack-traces
sentry-fix-stack-traces
getsentry / sentry-for-ai

Make Sentry stack traces readable—upload source maps for JavaScript/TypeScript, or debug files for native and mobile (dSYM, ProGuard/R8, NDK symbols, Dart obfuscation maps, .NET PDBs). Use when frames in Sentry show minified names, bundled paths, hex addresses, “unknown”, or method names with no file/line, instead of your original source.

Development1.6k
T
tao-analyze-gaps-vlm-bcq
tao-analyze-gaps-vlm-bcq
nvidia / skills

Extract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions.

Data & databases1.6k
T
tao-train-depth-anything-v2
tao-train-depth-anything-v2
nvidia / skills

Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anything architectures. Predicts

Data & databases1.6k
T
tao-train-reid
tao-train-reid
nvidia / skills

Person re-identification (ReID). Learns discriminative embeddings to match the same person across different

Data & databases1.6k
G
gtm-enterprise-account-planning
gtm-enterprise-account-planning
github / awesome-copilot

Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the "stale MAP equals dead deal" pattern.

Marketing & growth1.6k
M
mantis-review
mantis-review
google / mantis

Independently reviews findings and filters out false positives. Use when consolidated findings need validation against the actual source code. Don't use for reproducing crashes or patching code.

Security1.6k
O
open-sourcing
open-sourcing
trailofbits / skills

Use this skill when the user asks to "open source this project", "prepare this repository for public release", "make this repo public", "check open-source readiness", "choose a license for this project", or "set up release automation" ahead of a public launch. Provides a release-readiness workflow covering secrets hygiene, licensing, documentation, CI, and language-specific packaging.

Development1.6k
O
osint-investigation

Sparse-clue OSINT investigation methodology for extracting overlooked leads, connecting fragmented evidence, and testing explanations across sources. Use for multi-step CTF challenges, image/video geolocation, event reconstruction, public-account and entity verification, artifact interpretation, infrastructure research, or stalled investigations.

Security1.6k
P
pentesting-with-aws-security-agent
pentesting-with-aws-security-agent
aws / agent-toolkit-for-aws

Run an AWS Security Agent penetration test against a live web application—register and verify the target domain, exercise the supplied endpoints with the managed Security Agent service, and return verified runtime findings. Use when the user asks to pentest, run a penetration test, test their app’s attack surface, find runtime vulnerabilities, register or verify a target domain, or check pentest status/findings.

Security1.6k
T
tao-run-on-brev
tao-run-on-brev
nvidia / skills

Run a TAO training/evaluation/inference container on an NVIDIA Brev GPU instance. Instance provisioning (create/search/stop/delete/login) is delegated to the official brev-cli agent skill or the Brev MCP server; this skill covers only the TAO-specific part — running the container over `brev exec` via the four-verb docker contract. Trigger phrases include "run on Brev", "Brev GPU instance", "TAO on Brev", "submit job to Brev"

Cloud & DevOps1.6k
A
aws-solution-architect
aws-solution-architect
alirezarezvani / claude-skills

Design AWS architectures for startups using serverless patterns and IaC templates. Use when designing serverless architecture, creating CloudFormation templates, optimizing AWS costs, setting up CI/CD pipelines, or migrating to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

Cloud & DevOps1.6k
P
promote
promote
alirezarezvani / claude-skills

Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement. Use when the user runs /si:promote or asks to make a learned behavior permanent

Agent workflows1.6k
T
tao-train-dino
tao-train-dino
nvidia / skills

DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transformer-based detector with

Data & databases1.6k
T
tao-train-rtdetr
tao-train-rtdetr
nvidia / skills

RT-DETR (Real-Time DEtection TRansformer) for 2D object detection. Designed for real-time inference with

Development1.6k
U
unicorn-studio
unicorn-studio
mengto / skills

Use when embedding and customizing Unicorn Studio interactive animations on the web (embed, responsive sizing, performance, layering with UI, fallbacks).

Design & UI1.6k
E
evaluating-candidates
evaluating-candidates
refoundai / lenny-skills

Help users make better hiring decisions. Use when someone is evaluating job candidates, making hiring decisions, conducting reference checks, reviewing work samples or take-homes, calibrating their hiring bar, or deciding between finalists

Other1.6k
G
globe-particles
globe-particles
mengto / skills

Create a globe-like 3D particle visualization with a dense luminous spherical core and thinner orbital ring or flattened disc. Use when a design needs a premium planetary, orbital, synthesized data-globe effect rendered with real WebGL/Three.js particles, not generic starfields or full page layout changes.

Design & UI1.6k
9901–9960 of 98,284

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.