mcpField

Skills

98,873 packaged capabilities and playbooks for agents. Install any of them with one command.

All

G
gguf-quantization
gguf-quantization
orchestra-research / ai-research-skills

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Development1.0k
P
phoenix-tracing
phoenix-tracing
github / awesome-copilot

OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.

Development1.0k
S
scripting-and-storyboarding
scripting-and-storyboarding
social-media-skills / skills

The pre-production system — turn a video idea into a shootable, editable plan: the two-column AV script, the storyboard as a decision document, the numbered shot list, the batch-shoot plan, and the paper edit. Use when shoots are chaotic, edits drag, videos feel static ("just me talking"), someone wants to batch-film a week of content in one session, needs a storyboard but can't draw, is planning a multi-shot AI video sequence, or scripts keep running long. Uses the SCENE framework. Reads idea-generation-and-ideation + short-form-video-script or the long-form skill + brand-profile first. A words-only script plans half the video; the storyboard is a decision document, not art; the shot list grouped by setup enables batch shooting. The agent writes the plan; the HUMAN shoots/generates and judges; WoopSocial publishes. Never stages candid-as-real moments or lifts another creator's script. Distinct from short-form-video-script, talking-head-and-piece-to-camera, capcut/descript, luma.

Creative & media1.0k
W
webflow-cli:designer-extension
webflow-cli:designer-extension
webflow / webflow-skills

Build Designer Extensions for custom Webflow Designer functionality. Lists available templates, initializes extension projects from templates (default/react/typescript-alt), bundles extensions for upload, and serves locally for development

Development1.0k
W
wordspace
wordspace
frames-engineering / skills

CLI for bootstrapping and managing wordspace projects

Agent workflows1.0k
D
databricks-pipelines
databricks-pipelines
databricks / databricks-agent-skills

Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. Use when building batch or streaming data pipelines with Python or SQL, including Auto CDC from event streams or periodic complete snapshots. Invoke BEFORE starting implementation.

Data & databases1.0k
D
docx

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.

Documents1.0k
G
gh-pr-description

No description yet

Development1.0k
N
netlify-cli-and-deploy
netlify-cli-and-deploy
netlify / context-and-tools

Guide for using the Netlify CLI and deploying sites. Use when installing the CLI, linking sites, deploying (Git-based or manual), managing environment variables, or running local development. Covers netlify dev, netlify deploy, Git vs non-Git workflows, and environment variable management.

Cloud & DevOps1.0k
N
nextjs
nextjs
jezweb / claude-skills

Build Next.js 16 apps with App Router, Server Components/Actions, Cache Components ("use cache"), and async route params. Includes proxy.ts and React 19.2. Prevents 25 documented errors. Use when: building Next.js 16 projects, or troubleshooting async params (Promise types), "use cache" directives, parallel route 404s, Turbopack issues, i18n caching, navigation throttling.

Development1.0k
P
python-code-quality
python-code-quality
laurigates / claude-plugins

Python code quality with ruff and ty. Use when the user mentions ruff, ty, linting, formatting, type checking, or Python code style.

Testing & quality1.0k
R
roblox-vfx
roblox-vfx
nonlooped / roblox-suite

Build or optimize Roblox particles, beams, trails, and highlights. Use for emitter shapes, flipbooks, one-shot bursts, animation-marker effects, distance culling, and overdraw.

Creative & media1.0k
A
academic-writing
academic-writing
poemswe / co-researcher

You must use this when producing any research prose — literature reviews, syntheses, analyses, methodology descriptions, discussion sections, abstracts, or any written output intended for an academic audience.

Documents1.0k
C
cim-builder
cim-builder
anthropics / financial-services

Structure and draft a Confidential Information Memorandum for sell-side M&A processes. Organizes company information into a professional, investor-ready document with consistent formatting and narrative flow. Use when preparing sell-side materials, drafting a CIM, or organizing company data for a sale process. Triggers on “CIM”, “confidential information memorandum”, “offering memorandum”, “info memo”, “draft CIM”, or “sell-side materials”.

Documents1.0k
D
deploy-to-amp
deploy-to-amp
crewaiinc / skills

Getting a CrewAI crew or flow onto CrewAI AMP: the project shape the build expects (uv.lock, [tool.crewai] type, src/<pkg>/ entry points, a real Flow subclass, absolute imports, a self-contained root), `crewai deploy validate`, the three deploy paths (CLI create/push, GitHub, ZIP upload) and what each one actually uploads, env vars per deployment and what the CLI re-sends from .env, provider keys and extras, and machine-wide org selection. Use when running `crewai deploy create` / `crewai deploy push` / `crewai deploy validate`, when a deploy says Online but runs old code, old env values or lost a key, or when pasting errors like `missing_lockfile`, `Crew class annotated with @CrewBase not found`, `No Flow subclass found`, `Expected to find at least one of these files: uv.lock or poetry.lock`, `OPENAI_API_KEY is required`, `Anthropic native provider not available`, `deployment_not_found`, `git_clone_failure`, `Automation error, fix the code and deploy again`, or `pyproject.toml not found`

Cloud & DevOps1.0k
F
firestore-data
firestore-data
cline / skills

Handles NoSQL document operations and collection hierarchy exploration. Use for CRUD tasks and data retrieval. Provides flexible document manipulation and structured querying.

Data & databases1.0k
O
orthographic-registration
orthographic-registration
roble3 / cc-blender-skill

Register front, side, back, and top orthographic reference views into a shared Blender coordinate contract. Use when a 3D model must match multi-view wireframes/templates, when side/back/top silhouettes are off, or before adding depth to a front-locked contour model.

Creative & media1.0k
P
press-coverage-page-generator
press-coverage-page-generator
kostja94 / marketing-skills

Deprecated compatibility entry for Press Coverage Page construction. This page is now maintained in Pagina; install and use page-builder to build a new Press Coverage Page.

Design & UI1.0k
S
segment-anything-model
segment-anything-model
orchestra-research / ai-research-skills

Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or masks as prompts, or automatically generate all object masks in an image.

Data & databases1.0k
V
v4-new-features
v4-new-features
phaserjs / phaser

Use this skill when learning about new features, game objects, components, and rendering capabilities added in Phaser 4. Covers Filters, RenderNodes, CaptureFrame, Gradient, Noise, SpriteGPULayer, TilemapGPULayer, Lighting component, RenderSteps, and new tint modes. Triggers on: new in v4, Phaser 4 features, RenderNode, SpriteGPULayer, CaptureFrame, Gradient game object, Noise game object, new tint modes. For migrating v3 code to v4, see the v3-to-v4-migration skill instead.

Development1.0k
D
daily-news-report
daily-news-report
sickn33 / agentic-awesome-skills

Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports

Productivity1.0k
P
postplus-shared
postplus-shared
postplusai / postplus-skills

Shared rules, routing preferences, execution boundaries, and workflow references for released PostPlus skills. Use this before any PostPlus skill that mentions shared public skill rules, research preferences, product-selection preferences, source-of-truth files, TikTok music workflow, ads workflow, or user guidance.

Agent workflows1.0k
R
reflect
reflect
michael-denyer / pstack-claude

Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect

Agent workflows1.0k
R
review-animations
review-animations
nexu-io / open-design

Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned

Testing & quality1.0k
T
team-update
team-update
jezweb / claude-skills

Post project updates to team chat, gather feedback, triage responses, and plan next steps. Adapts to available tools (chat, git, issues, tasks). First run discovers tools and saves a playbook; subsequent runs execute from the playbook. Trigger with 'team update', 'post update', 'sync with team', 'standup', 'check team chat', 'feedback loop', 'project update', 'what did the team say'

Productivity1.0k
T
tilemap-ruletile-createfromsegment
tilemap-ruletile-createfromsegment
unity-technologies / skills

Creates RuleTiles from existing terrain or edge sprites so tiles auto-tile while painting, and converts sprite-segment-3x3grid output patterns into TilingRules. Use when the user wants sprites to connect correctly or to define tile neighbor rules, and provides sprites as input.

Development1.0k
W
weights-and-biases
weights-and-biases
orchestra-research / ai-research-skills

Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform

Data & databases1.0k
W
worldbuilding
worldbuilding
danjdewhurst / story-skills

This skill should be used when the user asks to "create a location", "add a location", "magic system", "political system", "build the world", "add culture", "world history", "technology system", "religion", "economy", "map", "travel times", "routes", "calendar", "moons", "seasons", "naming language", "conlang names", "trade routes", "supply lines", "magic cost", "add a glossary term", "glossary", "invented word", or wants to develop any aspect of a story's world and setting. NOT for a glossary for translators (use adaptation).

Creative & media1.0k
M
marketplace-fulfillment
marketplace-fulfillment
vtex / skills

Apply when implementing fulfillment, invoice, or tracking logic for VTEX marketplace seller connectors. Covers the External Seller fulfillment protocol: fulfillment simulation (checkout and indexation), order placement with reservation id, order dispatch (authorize fulfillment), OMS invoice and tracking APIs, and partial invoicing. Use for seller-side services that must answer within the simulation SLA and integrate with VTEX marketplace order management.

Development1.0k
Q
qiaomu-opencli-usage
qiaomu-opencli-usage
joeseesun / qiaomu-opencli-skills

Use when running OpenCLI commands to interact with websites (Bilibili, Twitter, Reddit, Xiaohongshu, etc.), desktop apps (Cursor, Notion), or public APIs (HackerNews, arXiv). Covers installation, command reference, and output formats for 79+ adapters.

Agent workflows1.0k
T
troubleshooting-dbt-job-errors
troubleshooting-dbt-job-errors
dbt-labs / dbt-agent-skills

Diagnoses dbt Cloud/platform job failures by analyzing run logs, querying the Admin API, reviewing git history, and investigating data issues. Use when a dbt Cloud/platform job fails and you need to diagnose the root cause, especially when error messages are unclear or when intermittent failures occur. Do not use for local dbt development errors.

Data & databases1.0k
W
wordpress-plugin-to-emdash
wordpress-plugin-to-emdash
emdash-cms / skills

Analyze and port WordPress plugin behavior, custom post types, shortcodes, admin workflows, and stored data to current EmDash extension points. Use for WordPress-plugin migrations or when deciding which behavior belongs in an EmDash plugin, site schema, seed, or Astro code. Do not use for visual theme ports without plugin functionality.

Development1.0k
A
add-assets
add-assets
playableintelligence / game-creator

Replace geometric shapes with pixel art sprites — recognizable characters, enemies, and items with optional animation. Use when the user says "add sprites", "replace the shapes with real art", "add pixel art", "make the characters look real", or "add game assets". For 3D games, use add-3d-assets instead. Do NOT use for 3D models (use add-3d-assets) or gameplay changes (use add-feature).

Creative & media1.0k
A
agentmail-toolkit
agentmail-toolkit
agentmail-to / agentmail-skills

Add AgentMail tools to agent frameworks with the TypeScript or Python AgentMail Toolkit. Use for Vercel AI SDK, LangChain, OpenAI Agents SDK, LiveKit Agents, or MCP adapters; do not use for direct mailbox operations, raw SDK implementation, CLI usage, or MCP client setup.

Agent workflows1.0k
B
benchmark-to-brief
benchmark-to-brief
postplusai / postplus-skills

Turn existing benchmark reports, pattern tables, or audience evidence into grounded campaign briefs, concepts, hooks, and test plans

Marketing & growth1.0k
C
case-study-writing
case-study-writing
inference-sh / skills

B2B case study writing with STAR framework, data visualization, and research. Covers structure, customer quotes, metrics presentation, and distribution formats. Use for: customer success stories, portfolio pieces, sales enablement, marketing content. Triggers: case study, customer story, success story, b2b case study, client testimonial, customer case study, portfolio case study, use case, customer win, results story

Marketing & growth1.0k
C
cyrus-setup-repository
cyrus-setup-repository
cyrusagents / cyrus

Add one or more Git repositories to Cyrus configuration so it can process issues from those repos

Agent workflows1.0k
F
flutter-caching
flutter-caching
flutter / agent-plugins

No description yet

Development1.0k
P
prisma-orm-v7-skills
prisma-orm-v7-skills
gocallum / nextjs16-agent-skills

Key facts and breaking changes for upgrading to Prisma ORM 7. Consider version 7 changes before generation or troubleshooting

Development1.0k
U
us-business-english
us-business-english
jezweb / claude-skills

American business English writing style for professional communications — direct, action-oriented, EN-US spelling (color, organize, center). Use whenever the user is writing for an American audience: emails, chat messages, proposals, client communications, blog posts, web copy, or any business writing. Apply to drafting, editing, and tone-checking professional text

Productivity1.0k
C
contour-to-mesh
contour-to-mesh
roble3 / cc-blender-skill

Build Blender mesh surfaces directly from extracted 2D contours/masks instead of approximate primitives. Use for 1:1 mascot/logo reconstruction, exact leaf/petal silhouettes, filled wireframe shapes, shallow bas-relief forms, or when the model outline must match a front template before adding depth.

Creative & media1.0k
D
dd-meeting-prep
dd-meeting-prep
anthropics / financial-services

Prepare for due diligence meetings — management presentations, expert network calls, customer references, and advisor sessions. Generates targeted question lists, benchmarks to reference, and red flags to probe. Use before any diligence meeting or call. Triggers on "prep for management meeting", "diligence call prep", "expert call questions", "customer reference questions", or "meeting prep for [company]".

Productivity1.0k
P
pathogen-variant-surveillance
pathogen-variant-surveillance
k-dense-ai / scientific-agent-skills

Queries public GenSpectrum LAPIS data for pathogen genomic surveillance, current lineage nomenclature, weekly sequence proportions, reporting delays, and descriptive mutation frequencies. Use for variant surveillance, Pango lineage validation, dominant submitted lineages, Nextclade assignment provenance, SARS-CoV-2, influenza/H5N1 clades, RSV, mpox, measles, dengue, or LAPIS queries. Distinguishes sequence prevalence from infection prevalence, clades from genotypes, missing calls from reference matches, and sampling changes from biological growth advantage.

Data & databases1.0k
Q
qiaomu-smart-search
qiaomu-smart-search
joeseesun / qiaomu-opencli-skills

An intelligent search router based on opencli commands. Always use this skill when the user wants to search, query, find, or research information, especially when it involves specific websites, social media, technical materials, news, shopping, travel, job hunting, finance, or Chinese-language content.

Productivity1.0k
S
subagent-driven-development
subagent-driven-development
jnmetacode / superpowers-zh

Use when executing an implementation plan with independent tasks in the current session

Agent workflows1.0k
W
wireframe-to-3d
wireframe-to-3d
roble3 / cc-blender-skill

Convert 2D orthographic wireframe PNG drawings into 3D Blender models exported as glTF/GLB. Use this skill whenever the user provides wireframe images (technical drawings, line drawings, orthographic views, side/front/back panels) and wants to generate a 3D model, mesh, or .glb file. Triggers on phrases like "convert this wireframe to 3D", "make a 3D model from these drawings", "build a model from this wireframe", "generate GLB from these views", or any image-to-3D-mesh request involving line drawings. Make sure to use this skill even if the user does not explicitly say "wireframe" — it also covers "orthographic views", "technical drawings", "line drawings of objects", "front and side views". Requires the Blender MCP addon to be running (port 9876) and Python with opencv-python, numpy, scipy installed.

Creative & media1.0k
L
llm-models
llm-models
inference-sh / skills

Access Claude, Gemini, Kimi, GLM and 100+ LLMs via inference.sh CLI using OpenRouter. Models: Claude Opus 4.5, Claude Sonnet 4.5, Claude Haiku 4.5, Gemini 3 Pro, Kimi K2, GLM-4.6, Intellect 3. One API for all models with automatic fallback and cost optimization. Use for: AI assistants, code generation, reasoning, agents, chat, content generation. Triggers: claude api, openrouter, llm api, claude sonnet, claude opus, gemini api, kimi, language model, gpt alternative, anthropic api, ai model api, llm access, chat api, claude alternative, openai alternative

Agent workflows1.0k
P
pkpd-modeling
pkpd-modeling
k-dense-ai / scientific-agent-skills

Pharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis, compartmental and population PK, PK/PD and exposure-response, TMDD, PBPK orientation, bioequivalence, allometric scaling and first-in-human dose, drug interaction prediction, and Bayesian therapeutic drug monitoring. Use when analysing concentration-time data, deriving exposure metrics, fitting PK or PD models, or evaluating dosing regimens. Triggers include "pharmacokinetics", "pharmacodynamics", "PK/PD", "NCA", "non-compartmental", "AUC", "Cmax", "lambda z", "half-life", "clearance", "volume of distribution", "compartmental model", "population PK", "popPK", "NONMEM", "nlmixr2", "Pharmpy", "Monolix", "exposure-response", "Emax", "EC50", "indirect response", "effect compartment", "TMDD", "PBPK", "bioequivalence", "RSABE", "ABEL", "allometric scaling", "first-in-human", "MABEL", "drug-drug interaction", "DDI", "ICH M12", "concentration-QTc", "therapeutic drug monitoring", "MIPD", and "dosing regimen".

Data & databases1.0k
T
tab-accordion
tab-accordion
kostja94 / marketing-skills

Deprecated compatibility entry for Tabs and Accordion construction. This component is now maintained in Bricks; install and use component-builder to build a new Tabs and Accordion.

Design & UI1.0k
V
vip-loan
vip-loan
binance / binance-skills-hub

Submit a Binance Vip-loan request using the Binance API. Authentication requires an API key and secret key

Other1.0k
B
btca-local
btca-local
davis7dotsh / better-context

Invoke this skill when the user says “use btca”

Development1.0k
C
ce-polish-beta
ce-polish-beta
everyinc / compound-engineering-plugin

[BETA] Start the dev server, open the feature in a browser, and iterate on improvements together.

Design & UI1.0k
D
data-model-creation
data-model-creation
tencentcloudbase / skills

[Deprecated] Optional advanced tool for complex data modeling. For simple MySQL table creation, use relational-database-tool directly; for PostgreSQL / CloudBase PG schema work, use postgresql-development. New environments should use PostgreSQL DDL via queryPgDatabase/managePgDatabase—see postgresql-development skill instead

Data & databases1.0k
R
rag-engineer
rag-engineer
sickn33 / agentic-awesome-skills

Expert in building Retrieval-Augmented Generation systems. Masters

Development1.0k
R
railway-docs
railway-docs
railwayapp / railway-skills

This skill should be used when the user asks about Railway features, how Railway works, or shares a docs.railway.com URL. Fetches up-to-date Railway docs to answer accurately.

Cloud & DevOps1.0k
R
ralph-loop
ralph-loop
cursor / plugins

Start a Ralph Loop for iterative self-referential development. Use when the user asks to run a ralph loop, start an iterative loop, or wants repeated autonomous iteration on a task until completion.

Agent workflows1.0k
S
social-media-publisher
social-media-publisher
postplusai / postplus-skills

Prepare and manage social publishing requests through PostPlus, with explicit approval before publishing or other account changes.

Marketing & growth1.0k
S
startup-design
startup-design
ferdinandobons / startup-skill

Design, validate, and plan a startup from scratch. Covers market research, competitive analysis, business model, brand identity, product definition, financial projections, and validation experiments. Trigger when the user has a startup idea to explore, wants to validate a business concept, needs a business plan or lean canvas, asks for market sizing or competitive landscape, wants brand positioning or go-to-market strategy, or says anything like "I have an idea for..." or "is this idea worth pursuing". Also handles resuming from a previous checkpoint.

Marketing & growth1.0k
W
wordspace
wordspace
frames-engineering / wordspace

CLI for bootstrapping and managing wordspace projects

Agent workflows1.0k
C
chrome-bridge-automation
chrome-bridge-automation
web-infra-dev / midscene-skills

Vision-driven browser automation using Midscene Bridge mode. Operates entirely from screenshots — no DOM or accessibility labels required. Can interact with all visible elements on screen regardless of technology stack. Connects to the user's desktop Chrome browser via the Midscene Chrome Extension, preserving cookies, sessions, and login state. Does NOT take over the user's mouse or keyboard — operates through Chrome DevTools Protocol. Use this skill when the user wants to: - Browse, navigate, or open web pages in the user's own Chrome browser - Interact with pages that require login sessions, cookies, or existing browser state - Scrape, extract, or collect data from websites using the user's real browser - Fill out forms, click buttons, or interact with web elements - Verify, validate, test, or QA frontend UI behavior - Take screenshots of web pages - Automate multi-step web workflows - Test what was just built, validate the UI in real browser Powered by Midscene.js (https://midscenejs.com)

Agent workflows1.0k
13081–13140 of 98,873

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.