mcpField

Skills

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

All

C
cli-batches
cli-batches
cheaper-inference / omniroute

Submit and monitor batch inference jobs from the CLI. Upload and manage files for batch processing, retrieve results, and integrate batch pipelines with CI/CD workflows.

Data & databases1.1k
C
cyrus-setup-linear
cyrus-setup-linear
cyrusagents / cyrus

Create a Linear OAuth application and configure Cyrus to use it — supports agent-browser automation or guided manual setup.

Agent workflows1.1k
G
game-qa
game-qa
playableintelligence / game-creator

Game QA testing with browser tests (Chrome over the DevTools protocol, no npm dependency) — visual regression, gameplay verification and performance for browser games. Use when writing or running game tests, debugging test failures, or building QA infrastructure. This is the reference skill — use qa-game for the user-facing command.

Testing & quality1.1k
G
ghost-exo
ghost-exo
ghostsecurity / skills

The single interface for building, improving, and debugging exo workflows. Routes to one of three intents. BUILD takes a rough idea, or an agent template slug from the ghostsecurity.ai catalog, through interrogation, assessment, resource creation in dependency order, and one manual run, then hands off. IMPROVE runs the observe-and-iterate loop over recent runs, proposing and applying changes behind two gates. DEBUG diagnoses one failed or misbehaving run by walking the dependency graph of everything it touched. Use whenever the user wants to create a new exo workflow, iterate on or improve an existing one, or find out why a specific run failed.

Agent workflows1.1k
J
jetson-customize-usb
jetson-customize-usb
nvidia / skills

Enable or disable Jetson USB2/USB3 SS ports via kernel-DT overlay. Do NOT use for UPHY lane allocation or ODMDATA edits.

Development1.1k
M
market-landscape-scan
market-landscape-scan
deanpeters / product-manager-skills

Map a market's segments, players, substitutes, and whitespace with cited evidence. Use when entering or re-evaluating a market before sizing, positioning, or picking competitors to study.

Marketing & growth1.1k
M
morning-note
morning-note
anthropics / financial-services

Draft concise morning meeting notes summarizing overnight developments, trade ideas, and key events for coverage stocks. Designed for the 7am morning meeting format — tight, opinionated, actionable. Triggers on "morning note", "morning meeting", "what happened overnight", "trade idea", "morning call prep", or "daily note"

Productivity1.1k
W
worker-benchmarks
worker-benchmarks
ruvnet / ruflo

Run comprehensive worker system benchmarks and performance analysis

Testing & quality1.1k
A
agent-pr-manager
agent-pr-manager
ruvnet / ruflo

Agent skill for pr-manager - invoke with $agent-pr-manager

Development1.1k
C
capacitor-plugin-spm-support
capacitor-plugin-spm-support
capawesome-team / skills

Guides the agent through adding Swift Package Manager (SPM) support to an existing Capacitor plugin. Covers creating a Package.swift manifest, replacing Objective-C bridge files with the CAPBridgedPlugin Swift protocol, updating .gitignore for SPM artifacts, cleaning up the Xcode project file, and updating package.json. Do not use for Capacitor app projects, creating new plugins from scratch, or non-Capacitor plugin frameworks.

Development1.1k
C
cmux-cua

Use only after the user explicitly asks for cmux Computer Use through the cmux-cua skill: drive real macOS apps from a cmux agent session via the bundled engine (accessibility tree + screenshots, click/type/scroll/drag, branded cursor), or explain its user-directed permission setup. Reading or discovering this skill is not consent.

Agent workflows1.1k
F
flutter-ui-ux
flutter-ui-ux
ajianaz / skills-collection

Comprehensive Flutter UI/UX development skill for creating beautiful, responsive, and animated mobile applications. Use when the user asks to: (1) Build Flutter UI components or screens (2) Implement animations and transitions (3) Design responsive layouts (4) Create custom widgets and themes (5) Optimize UI performance and accessibility. Triggers: "create Flutter UI", "build Flutter screen", "Flutter animations", "responsive Flutter layout", "custom Flutter widgets", "Flutter theme design"

Design & UI1.1k
P
portfolio-monitoring
portfolio-monitoring
anthropics / financial-services

Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update".

Data & databases1.1k
S
shopify-email-flows
shopify-email-flows
nexscope-ai / ecommerce-skills

Email automation flows — welcome series, abandoned cart, post-purchase, win-back, browse abandonment

Marketing & growth1.1k
S
skill-vetter

Security vetting protocol before installing any AI agent skill. Red flag detection for credential theft, obfuscated code, exfiltration. Risk classification LOW/MEDIUM/HIGH/EXTREME. Produces structured vetting reports. Never install untrusted skills without running this first.

Security1.1k
S
stripe-payments
stripe-payments
jezweb / claude-skills

Add Stripe payments to a web app — Checkout Sessions, Payment Intents, subscriptions, webhooks, customer portal, and pricing pages. Covers the decision of which Stripe API to use, produces working integration code, and handles webhook verification. No MCP server needed — uses Stripe npm package directly. Triggers: 'add payments', 'stripe', 'checkout', 'subscription', 'payment form', 'pricing page', 'billing', 'accept payments', 'stripe webhook', 'customer portal'.

Development1.1k
V
V3 Core Implementation
V3 Core Implementation
ruvnet / ruflo

Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

Development1.1k
W
worker-integration
worker-integration
ruvnet / ruflo

Worker-Agent integration for intelligent task dispatch and performance tracking

Agent workflows1.1k
A
agent-hierarchical-coordinator
agent-hierarchical-coordinator
ruvnet / ruflo

Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator

Agent workflows1.1k
A
agent-security-manager
agent-security-manager
ruvnet / ruflo

Agent skill for security-manager - invoke with $agent-security-manager

Security1.1k
A
AgentDB Advanced Features
AgentDB Advanced Features
ruvnet / ruflo

Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.

Data & databases1.1k
A
AgentDB Learning Plugins
AgentDB Learning Plugins
ruvnet / ruflo

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.

Agent workflows1.1k
A
AgentDB Performance Optimization
AgentDB Performance Optimization
ruvnet / ruflo

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

Data & databases1.1k
F
fusion-developer-app
fusion-developer-app
equinor / fusion-skills

Guides feature development in Fusion Framework React apps, including app-scoped framework research, test authoring, and test-time mocking needed to choose and verify the right integration patterns. USE FOR: building features, components, pages, hooks, services, API integrations, module configuration, and their tests. DO NOT USE FOR: issue authoring, skill authoring, CI/CD configuration, backend service changes, or general Fusion documentation unrelated to app implementation.

Development1.1k
J
jetson-derive-carrier
jetson-derive-carrier
nvidia / skills

Bootstrap a custom carrier board by forking carrier files and scaffolding a DT overlay from the reference devkit. Use after jetson-init-source; not for module-level or kernel-DTB changes.

Development1.1k
R
refactor-safely
refactor-safely
tirth8205 / code-review-graph

Plan and execute safe refactoring using dependency analysis

Development1.1k
A
agent-coordinator-swarm-init
agent-coordinator-swarm-init
ruvnet / ruflo

Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init

Agent workflows1.1k
A
agent-production-validator
agent-production-validator
ruvnet / ruflo

Agent skill for production-validator - invoke with $agent-production-validator

Testing & quality1.1k
A
agent-sandbox
agent-sandbox
ruvnet / ruflo

Agent skill for sandbox - invoke with $agent-sandbox

Cloud & DevOps1.1k
A
agent-test-long-runner
agent-test-long-runner
ruvnet / ruflo

Agent skill for test-long-runner - invoke with $agent-test-long-runner

Agent workflows1.1k
C
cli-eval
cli-eval
cheaper-inference / omniroute

Create and run evaluation suites, watch live benchmark progress, view scorecards, compare model performance, and integrate eval runs with CI workflows from the CLI

Testing & quality1.1k
G
gitlab-workflow
gitlab-workflow
mindrally / skills

GitLab best practices for merge requests, CI/CD pipelines, issue tracking, and DevOps workflows

Cloud & DevOps1.1k
H
hive-mind
hive-mind
ruvnet / ruflo

Byzantine fault-tolerant consensus and distributed coordination. Queen-led hierarchical swarm management with multiple consensus strategies. Use when: distributed coordination, fault-tolerant operations, multi-agent consensus, collective decision making. Skip when: single-agent tasks, simple operations, local-only work.

Agent workflows1.1k
S
scientific-critical-thinking
scientific-critical-thinking
davila7 / claude-code-templates

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.

Productivity1.1k
S
svg-assembly-animator
svg-assembly-animator
vibe-motion / skills

Create parts-assembly animations for SVG vector graphics with a sense of power and speed, and export transparent-background image sequences at 30fps with one click. Suitable for turning static SVGs into transparent assets for video editing (such as AE/PR).

Creative & media1.1k
V
V3 MCP Optimization
V3 MCP Optimization
ruvnet / ruflo

MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.

Development1.1k
A
agent-adaptive-coordinator
agent-adaptive-coordinator
ruvnet / ruflo

Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator

Agent workflows1.1k
A
agent-performance-benchmarker
agent-performance-benchmarker
ruvnet / ruflo

Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker

Testing & quality1.1k
A
agent-release-swarm
agent-release-swarm
ruvnet / ruflo

Agent skill for release-swarm - invoke with $agent-release-swarm

Cloud & DevOps1.1k
A
agent-swarm-issue
agent-swarm-issue
ruvnet / ruflo

Agent skill for swarm-issue - invoke with $agent-swarm-issue

Agent workflows1.1k
A
agent-v3-security-architect
agent-v3-security-architect
ruvnet / ruflo

Agent skill for v3-security-architect - invoke with $agent-v3-security-architect

Security1.1k
A
arize-prompt-optimization
arize-prompt-optimization
github / awesome-copilot

Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.

Agent workflows1.1k
C
cli-setup
cli-setup
diegosouzapw / omniroute

Run initial setup, configure global CLI settings, manage environment variables, check for updates, and configure autostart via the CLI setup and config commands

Development1.1k
C
configurator
configurator
uniswap / uniswap-ai

Configure CCA (Continuous Clearing Auction) smart contract parameters through an interactive bulk form flow. Use when user says "configure auction", "cca auction", "setup token auction", "auction configuration", "continuous auction", or mentions CCA contracts.

Development1.1k
M
matplotlib
matplotlib
davila7 / claude-code-templates

Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.

Data & databases1.1k
O
omni-webhooks
omni-webhooks
cheaper-inference / omniroute

Register, list, test, and remove webhook endpoints. Configure event subscriptions (request.completed, request.failed, quota.exceeded, etc.) and manage delivery retries.

Development1.1k
Q
qianwenai-observe
qianwenai-observe
qianwen-ai / qianwenai-deploy

Report in natural language the health, performance, resource status and actual cost of apps deployed by qianwenai-deploy to Alibaba Cloud's China site (aliyun.com), without opening the console. Reads the .qianwenai-deploy state file in the project directory to identify the app and its ECS (and optional RDS MySQL) resources, then calls read-only cloud APIs to summarize app availability, ECS/RDS performance and cost in RMB. Use when: the user asks how a deployed app is doing, wants a health/performance/cost overview, is concerned about CPU/memory/connections/slow SQL risks, or asks about the monthly cost of qianwenai-deployed apps. Don't use when: there is no .qianwenai-deploy state file; the target is Alibaba Cloud's international site (use qwencloud-observe); the user wants to change or restore resources (use qianwenai-operate).

Cloud & DevOps1.1k
T
tiktok-shop-compliance
tiktok-shop-compliance
nexscope-ai / ecommerce-skills

TikTok Shop policies and compliance — restricted products, intellectual property, content guidelines

Other1.1k
V
V3 Deep Integration
V3 Deep Integration
ruvnet / ruflo

Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.

Development1.1k
V
V3 Memory Unification
V3 Memory Unification
ruvnet / ruflo

Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).

Data & databases1.1k
V
V3 Swarm Coordination
V3 Swarm Coordination
ruvnet / ruflo

15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.

Agent workflows1.1k
V
video
video
smixs / visual-skills

Use this skill whenever the user asks to create, improve, audit, or split prompts for AI video generators (Seedance, Kling, Veo, Runway, Luma, Pika, Sora, any image-to-video system). The skill also covers storyboards, shot lists, director treatments, dynamic montage, multi-clip story structure, camera direction, lighting, blocking, pacing, character continuity, dialogue, and sound design. Trigger even when the user says things like "придумай сцену для видео", "разбей на склейки", "сделай раскадровку", "улучши промпт для Kling", "переведи сценарий в промпты", "как снять X в AI-видео", or shares a prompt and asks to fix it — even if they never say the word "prompt". Do NOT use for still images (use the sibling image skill), for editing, colour-grading or assembling footage that already exists, or for writing feature-length screenplays with no generation step.

Creative & media1.1k
A
agent-release-manager
agent-release-manager
ruvnet / ruflo

Agent skill for release-manager - invoke with $agent-release-manager

Cloud & DevOps1.1k
A
agent-sona-learning-optimizer
agent-sona-learning-optimizer
ruvnet / ruflo

Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer

Agent workflows1.1k
A
agent-v3-memory-specialist
agent-v3-memory-specialist
ruvnet / ruflo

Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist

Data & databases1.1k
A
agent-worker-specialist
agent-worker-specialist
ruvnet / ruflo

Agent skill for worker-specialist - invoke with $agent-worker-specialist

Agent workflows1.1k
C
catalyst-authentication
catalyst-authentication
catalystbyzoho / agent-skills

Catalyst Authentication — user login/signup, ZAID, Web SDK auth flows, OAuth token management via Connections, third-party authentication (Okta, Auth0, Duo, custom IdP), social logins (Google, Facebook, LinkedIn, Microsoft), generateCustomToken, signinWithJwt. Trigger on 'authentication', 'login', 'signup', 'getCurrentUser', 'ZAID', 'isUserAuthenticated', 'signOut', 'Connections', 'getAccessToken', 'third-party auth', 'social login', 'Google login', 'signinWithJwt', or 'generateCustomToken'. You MUST load this skill whenever implementing user login or protecting data — ZAID differs between Development and Production and is the #1 cause of auth failures after environment promotion. For Security Rules (function invocation control), route to catalyst-functions.

Security1.1k
E
etsy-seo-tags
etsy-seo-tags
nexscope-ai / ecommerce-skills

Etsy tag optimization: 13-tag strategy, attribute optimization, and search ranking factors

Marketing & growth1.1k
R
rebranding-strategy
rebranding-strategy
kostja94 / marketing-skills

Use when the user wants to plan or execute a rebrand—domain change, 301 redirects, migration, or announcement. Also use when the user mentions "rebranding," "rebrand," "domain change," "domain migration," "301 redirect," "change domain name," "rebrand announcement," "social media rebrand," "brand launch," or "domain redirect." For domain choice, use domain-selection.

Marketing & growth1.1k
S
shopify-cart-abandonment
shopify-cart-abandonment
nexscope-ai / ecommerce-skills

Cart abandonment recovery — email sequences, SMS, retargeting, exit intent, checkout friction audit

Marketing & growth1.1k
12241–12300 of 98,639

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.