mcpField

Skills

97,222 packaged capabilities and playbooks for agents. Install any of them with one command.

Development

M
maplestory-skill-maker
maplestory-skill-maker
msw-git / msw-ai-coding-plugins-official

Create advanced MapleStory Worlds player attack and movement skills and preserve the project's monster combat presentation. Use for direct/projectile attacks, hit/die animation, damage-skin death hold, knockback pulses, monster ATTACK range/timing, custom player animation and cast locks, double jump, teleport/blink, cooldowns, hotkeys, or updates to the player/monster skill pipelines.

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

Use this when importing or migrating a single webpage from any URL into canonical EDS block format — structured HTML that authors edit in DA — including when the request uses terms like migrate, migration, or migrating. Covers scraping the page, analyzing structure, mapping to existing blocks, and generating HTML for immediate local preview. Use the snowflake skill instead when the user wants to preserve the original DOM byte-for-byte (static-to-EDS overlay); for building new blocks from scratch use content-driven-development.

Development1.6k
P
playwright-scraper
playwright-scraper
alphaonedev / openclaw-graph

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

Data & databases1.6k
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
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
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
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
V
vtex-io-react-apps
vtex-io-react-apps
vtex / skills

Use when building React components under react/ or configuring store blocks in store/ for VTEX IO apps. Covers interfaces.json, contentSchemas.json for Site Editor, VTEX Styleguide for admin apps, and css-handles for storefront styling. Use for creating custom storefront components, admin panels, pixel apps, or any frontend development within the VTEX IO react builder ecosystem.

Development1.6k
F
find-test-content
find-test-content
adobe / skills

Use this when you need to find existing pages that already use a specific block in an AEM Edge Delivery Services project, for example to locate test content or examples during block development. Covers reporting page URLs with occurrence counts and block variants. This searches existing content; to import a new page from a URL use page-import.

Testing & quality1.6k
I
identify-page-structure
identify-page-structure
adobe / skills

Use this when the page-import pipeline needs to identify section boundaries and content sequences within a scraped webpage for AEM Edge Delivery Services import. Outputs an ordered list of sections, the content sequence within each section, and candidate block-type annotations via two-level analysis (sections, then sequences per section). Do not invoke directly — called by page-import as a pipeline step.

Development1.6k
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
D
display-glasses-with-jetpack-compose-glimmer
display-glasses-with-jetpack-compose-glimmer
android / skills

Provides guidelines for developing projected Android XR apps for display

Development1.6k
T
tao-train-mask2former
tao-train-mask2former
nvidia / skills

Mask2Former for universal image segmentation (panoptic, instance, and semantic). Transformer-based with

Data & databases1.6k
T
tao-train-nvpanoptix3d
tao-train-nvpanoptix3d
nvidia / skills

NVPanoptix3D for panoptic 3D scene reconstruction from posed RGB images. Produces 3D panoptic segmentation

Data & databases1.6k
T
tao-run-deft-aoi
tao-run-deft-aoi
nvidia / skills

Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA, Cosmos AnomalyGen / AMP synthetic defects, k-NN mining, retraining, and deployment gating against a customer-defined primary metric and optional constraints. Use only when the request identifies an AOI / automated-optical-inspection, PCB-defect, VisualChangeNet, or ChangeNet workflow. Supports air-gapped/offline runs with pre-staged assets. Never infer AOI from generic iterative-improvement language. Do not use for CLIP / SigLIP image retrieval, attribute-labelled image data, standalone TAO training, one-off inference, generic anomaly generation, or RCA-only analysis.

Development1.6k
T
tao-train-nvdinov2
tao-train-nvdinov2
nvidia / skills

NVDINOv2 for self-supervised visual representation learning. Trains vision transformers via self-distillation

Development1.6k
C
comment-code
comment-code
fandhe-ai / agent-cli-skills

Add or improve comments and documentation comments in code. Use for requests such as “add comments,” “write comments,” “improve the comments,” “add JSDoc,” “add a docstring,” or “add documentation comments.” Make package and service role boundaries, caller and callee assumptions and contracts, and context from other files and services understandable on the spot. Do not change the code itself (use implement-issue for implementation changes). See code-comment-style for detailed conventions, create-commit for creating commits, and update-docs for syncing CLAUDE.md.

Development1.6k
P
paper-to-code
paper-to-code
lingzhi227 / agent-research-skills

Convert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (UML + dependency graph) → Analysis (per-file logic) → Coding (dependency-ordered generation). Use for reproducing paper methods.

Development1.6k
T
tao-train-metric-learning-recognition
tao-train-metric-learning-recognition
nvidia / skills

Metric-learning recognition (ml-recog) for fine-grained visual recognition. Learns embeddings for

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

Visual ChangeNet for binary image classification and segmentation in AOI defect detection. Use when training,

Development1.6k
B
build-threejs-scroll-worlds
build-threejs-scroll-worlds
mengto / skills

Build rich, scroll-controlled real-time Three.js experiences as one persistent 3D world whose camera, lighting, atmosphere, materials, objects, DOM story, and interactions evolve across authored chapters. Use for 3D scrollytelling, scroll-driven WebGL worlds, camera journeys, interactive portfolios, product stories, exhibitions, explainers, game or film microsites, spatial narratives, and multi-scene websites where native scroll should travel through one continuous place. Not limited to landing pages.

Design & UI1.6k
E
experiment-code
experiment-code
lingzhi227 / agent-research-skills

Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use when implementing experiments for a research paper.

Development1.6k
J
jwt-security
jwt-security
mindrally / skills

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

Security1.6k
T
tao-train-centerpose
tao-train-centerpose
nvidia / skills

CenterPose for keypoint / pose estimation. Detects object centers and regresses keypoint locations for 6-DoF

Development1.6k
T
tao-train-segformer
tao-train-segformer
nvidia / skills

SegFormer for semantic segmentation. Lightweight transformer-based architecture with hierarchical feature

Development1.6k
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
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
T
tao-train-single-step
tao-train-single-step
nvidia / skills

Standard single-step train/eval/export workflow for any TAO model. Use when training a TAO model on a dataset

Development1.6k
D
defold-core
defold-core
gamedev-skills / awesome-gamedev-agent-skills

Build and debug the core of a Defold game in Lua: game.project settings, collections, game objects and components, script lifecycle and self state, go.property, input focus and bindings, URLs and message passing, factories, collection factories and collection proxies, plus building and smoke-running with Bob. Use when a project has game.project or .collection, .go, .script, .gui_script, or .input_binding files, or the request mentions Defold, msg.post, on_message, on_input, acquire_input_focus, factory.create, collection proxy, bob.jar, or a Defold build error

Development1.6k
T
tao-run-automl-deft-pipeline
tao-run-automl-deft-pipeline
nvidia / skills

Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the DEFT-augmented dataset. Use when the user asks to "run the AOI workflow", "fine-tune my PCB AOI model end-to-end", "improve my AOI ChangeNet model", or "AOI workflow with AutoML" request — route here instead of tao-run-deft-aoi directly unless the user explicitly asks for the DEFT loop ONLY (e.g. "run JUST the DEFT loop", "skip AutoML, only DEFT"). Also handles the same three-phase pattern for non-AOI DEFT applications — AutoML baseline then DEFT loop warm-started from AutoML's winning HPs then post-DEFT AutoML refinement on the iteration-augmented dataset. Trigger phrases include "run the AOI workflow", "AOI end-to-end", "AutoML + DEFT", "AutoML then DEFT", "tune hyperparameters then DEFT", "DEFT with AutoML at both ends", "warm-start DEFT", "improve my AOI model"

Development1.6k
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
L
loops-api
loops-api
loops-so / skills

Use this skill whenever the user wants to integrate Loops from application code, backend services, webhook handlers, or server-side automation. This includes the Loops HTTP API and official SDKs for server-side contact, contact-property, mailing-list, event, API-key-validation, transactional-email, content editing (campaigns, groups, audience segments, email messages, themes, and components), workflow graph/node mutation, and inbound Loops webhooks. Trigger on phrases like “Loops API,” “Loops SDK,” “create a campaign via API,” “update email message LMX,” “create a theme via API,” “create a workflow via API,” “add a workflow node,” “Loops webhook,” “send a Loops event from my app,” “add a contact to Loops in a webhook,” “send a transactional email from backend code,” or any time the user wants to integrate Loops into their app, backend, webhook, or automation. Do not trigger for CLI or shell-only requests

Marketing & growth1.6k
T
tao-train-mask-auto-encoder
tao-train-mask-auto-encoder
nvidia / skills

Masked Auto-Encoder (MAE) for self-supervised pretraining and fine-tuning. Masks random patches and reconstructs

Development1.6k
T
tao-train-mask-auto-label
tao-train-mask-auto-label
nvidia / skills

MAL (Mask Auto-Label) for weakly-supervised segmentation. Produces segmentation masks from minimal annotations

Data & databases1.6k
A
ai-slop-cleaner
ai-slop-cleaner
yeachan-heo / oh-my-claudecode

Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode

Development1.6k
G
generating-ui-bundle-custom-app
generating-ui-bundle-custom-app
forcedotcom / sf-skills

MUST activate when the project contains a uiBundles/*/src/ directory and the task involves creating or configuring a Custom Application for hosting a UI bundle in Lightning Experience. Use this skill when creating a CustomApplication metadata record to surface the UI bundle in the App Launcher. Activate when files matching applications/*.app-meta.xml exist and need modification, or when the user wants to expose their app via the Lightning App Launcher without a Digital Experience Site. Do NOT use generating-custom-application for this — UI bundle apps do not use tabs, action overrides, or flexipages.

Development1.6k
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
P
project-health
project-health
jezweb / claude-skills

All-in-one project configuration and health management. Sets up new projects (settings.local.json, CLAUDE.md, .gitignore), audits existing projects (permissions, context quality, MCP coverage, leaked secrets, stale docs), tidies accumulated cruft, captures session learnings, and adds permission presets. Uses sub-agents for heavy analysis to keep main context clean. Trigger with 'project health', 'check project', 'setup project', 'kickoff', 'bootstrap', 'tidy permissions', 'clean settings', 'capture learnings', 'audit context', 'add python permissions', or 'init project'.

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

PointPillars for 3D object detection from LiDAR point clouds. Encodes point clouds into a pseudo-image via a

Development1.6k
E
engage-sdk-integration
engage-sdk-integration
android / skills

Helps developers integrate, debug, and resolve Play Engage SDK implementation

Development1.6k
F
frontend-design
frontend-design
customware-ai / skills

Strict frontend design guardrails for building modern, minimal-visual-noise, airy, non-generic app UIs. Use whenever creating or changing frontend UI, React components, shadcn/ui themes, Tailwind styles, app layouts, or first-version product screens. This skill complements vertical/domain skills like CPQ, CRM, and similar app builders: follow the selected domain skill's workflow and layout requirements, then enforce this skill's shared visual rules for brand-aware theming, generous spacing, typography, contrast, roundedness, shadows, surface hierarchy, cardless defaults, no-sidebar defaults, and anti-pattern avoidance.

Design & UI1.6k
S
sf-apex
sf-apex
jaganpro / sf-skills

Generates and reviews Salesforce Apex code with 150-point scoring. TRIGGER when: user writes, reviews, or fixes Apex classes, triggers, test classes, batch/queueable/schedulable jobs, or touches .cls/.trigger files. DO NOT TRIGGER when: LWC JavaScript (use sf-lwc), Flow XML (use sf-flow), SOQL-only queries (use sf-soql), or non-Salesforce code.

Development1.6k
T
tao-train-bevfusion
tao-train-bevfusion
nvidia / skills

BEVFusion for multi-sensor 3D object detection. Fuses LiDAR point clouds and camera images in bird's-eye view

Development1.6k
T
tao-train-ocdnet
tao-train-ocdnet
nvidia / skills

OCDNet for scene text detection. Detects arbitrary-oriented text regions in natural images using a

Development1.6k
M
matterjs
matterjs
mengto / skills

Use when implementing 2D physics interactions with Matter.js, including Engine/World setup, Render/Runner configuration, adding bodies and constraints, and scroll/interaction-friendly canvas scenes.

Development1.6k
S
shipping-products
shipping-products
refoundai / lenny-skills

Help users ship products faster and with higher quality. Use when someone is planning a launch, struggling to release features, dealing with shipping velocity issues, or trying to establish better release practices

Development1.6k
T
tao-train-mask-grounding-dino
tao-train-mask-grounding-dino
nvidia / skills

Mask Grounding DINO for grounded instance segmentation. Extends Grounding DINO with a mask-prediction head for

Development1.6k
M
mantis-architecture
mantis-architecture
google / mantis

Synthesizes raw learnings and codebase analysis into an interlinked Markdown Knowledge Base (KB). Use at the beginning of a loop to build or update architecture.md, entities, and vulnerabilities. Don't use for generating threat models or formulating execution plans.

Security1.6k
H
hass-builder
hass-builder
aahl / skills

A skill to build and manage Home Assistant configurations. Use when using the Home Assistant Builder (`hab`) CLI to inspect, create, update, delete, operate, or troubleshoot Home Assistant resources; when a user mentions hab, Home Assistant CLI automation, Lovelace/dashboard edits, helpers, automations, scripts, backups, ESPHome, or Home Assistant operations from a terminal.

Development1.6k
T
tao-train-deformable-detr
tao-train-deformable-detr
nvidia / skills

Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing

Development1.6k
T
tilegym-monkey-patch-kernels-to-transformers
tilegym-monkey-patch-kernels-to-transformers
nvidia / skills

Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weight methods prior to instantiating models. Used when the user requires integrating TileGym kernels into `transformers` models

Development1.6k
T
tao-train-oneformer
tao-train-oneformer
nvidia / skills

OneFormer for universal image segmentation. Unifies panoptic, instance, and semantic segmentation with a

Development1.6k
T
tao-train-foundation-stereo
tao-train-foundation-stereo
nvidia / skills

Stereo depth estimation using FoundationStereo. Predicts disparity maps from stereo image pairs for 3D

Development1.6k
T
typing-exclusion-worker
typing-exclusion-worker
getsentry / skills

Python typing exclusion worker: remove assigned mypy exclusion modules in small scoped batches, fix typing issues, run validation, and produce a structured completion summary. Use when running parallel typing-debt workers or when asked to remove modules from pyproject mypy exclusion overrides.

Development1.6k
T
tao-train-sparse4d
tao-train-sparse4d
nvidia / skills

Prepare calibrated multi-camera data and train, evaluate, run inference, export, or quantize TAO Sparse4D 3D detection and tracking models. Includes 2D-to-3D geometric distillation with released LTT weights. Use for Sparse4D adaptation and temporal multi-camera perception workflows.

Data & databases1.6k
A
axiom-swiftui
axiom-swiftui
charleswiltgen / axiom

Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, gestures, debugging, iOS 26 features, iPhone Duo, view-level performance, feature architecture.

Development1.6k
D
dynamic-import
dynamic-import
patternsdev / skills

Teaches dynamic import() for on-demand code loading. Use when you need to reduce initial bundle size by lazily loading modules that aren't required at startup.

Development1.6k
T
tao-train-fast-foundation-stereo
tao-train-fast-foundation-stereo
nvidia / skills

Real-time stereo depth estimation using FastFoundationStereo (FFS), the distilled bp2 commercial variant

Development1.6k
E
efcore-patterns
efcore-patterns
aaronontheweb / dotnet-skills

Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedicated migration services, and common pitfalls to avoid.

Development1.6k
3661–3720 of 37,216

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.