mcpField

Skills

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

Development

T
testcontainers-go
testcontainers-go
testcontainers / claude-skills

A comprehensive guide for using Testcontainers for Go to write reliable integration tests with Docker containers in Go projects. Supports 62+ pre-configured modules for databases, message queues, cloud services, and more. Use this skill when writing Go integration tests, setting up test databases (PostgreSQL, MySQL, Redis, MongoDB), testing with message queues (Kafka, RabbitMQ), or creating container-based test infrastructure. Covers modules, generic containers, networking, cleanup, wait strategies, CI/CD integration, and common anti-patterns.

Testing & quality41
T
theone-unity-standards
theone-unity-standards
the1studio / theone-training-skills

Enforces TheOne Studio Unity development standards including C# coding patterns, Unity architecture (VContainer/SignalBus and TheOne.DI/Publisher), and code review guidelines. Triggers when writing, reviewing, or refactoring Unity C# code, implementing features, setting up dependency injection, working with events, or reviewing code changes.

Development41
T
threejs-skills

Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.

Development41
T
to-issues-yes
to-issues-yes
utarn / engineer-skills

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.

Development41
T
to-tasks
to-tasks
phatysddev / skills

Break a ready feature specification into small, implementation-ready vertical-slice tasks with complete acceptance-criteria coverage, explicit dependencies, session-ready context, and concrete verification. Use when a ready spec is too broad for one focused implementation session or needs durable work items for implementation and review.

Agent workflows41
T
twilio
twilio
alphaonedev / openclaw-graph

Twilio root: account management, API keys, sub-accounts, console, billing, rate limits, error codes

Cloud & DevOps41
T
ty-type-checking
ty-type-checking
laurigates / claude-plugins

ty: Astral's extremely fast Python type checker (mypy/Pyright alternative). Use when checking Python types or setting up type checking. Triggers: ty, mypy alternative.

Testing & quality41
T
typescript-naming
typescript-naming
mkosir / typescript-style-guide

Apply, review, and explain TypeScript naming conventions. Use automatically for tasks involving exports, identifiers, generic type parameters, acronyms, React props and handlers, hooks, comments, or TSDoc.

Development41
U
ui-ux-pro-max
ui-ux-pro-max
tanuj0071 / opencode-skills

UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types across 10 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, and HTML/CSS). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, and check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, and mobile app. Elements: button, modal, navbar, sidebar, card, table, form, and chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, and flat design. Topics: color systems, accessibility, animation, layout, typography, font pairing, spacing, interaction states, shadow, and gradient. Integrations: shadcn/ui MCP for component search and examples.

Design & UI41
U
uloop-clear-console
uloop-clear-console
hatayama / unity-cli-loop

Clear Unity Console entries. Use before compile, tests, or debugging when stale logs would hide the current result.

Development41
U
uloop-control-play-mode
uloop-control-play-mode
hatayama / unity-cli-loop

Control Unity Editor Play Mode. Use to Play (or Resume, its alias), Stop, Pause, or Step Play Mode, or query Status without side effects, for runtime behavior checks and frame inspection.

Development41
U
unlayer-elements
unlayer-elements
unlayer / unlayer-skills

Build emails, pages, and documents in code with @unlayer/react-elements — React components that render to email-safe (table) HTML, responsive web HTML, or print/PDF, and to design JSON the Unlayer visual editor opens. Use when writing or generating templates in code (app emails, invoices and other PDFs, templates kept in a repo, AI-generated templates), including when teammates should later edit them visually.

Development41
U
unsloth
unsloth
firecrawl / ai-research-skills

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

Development41
U
update-documentation
update-documentation
tenzir / skills

Coordinate docs.tenzir.com updates alongside code changes. Use when preparing the `.docs/` checkout, creating a matching docs branch, opening a `tenzir/docs` pull request, or cross-linking docs and code PRs. Also use when the user mentions "update the docs", "docs PR", ".docs/", or when a code change affects user-facing behavior that should be reflected on docs.tenzir.com.

Development41
U
update-packages
update-packages
blogic-cz / agent-tools

This skill should be used when upgrading dependencies, bumping packages, resolving outdated dependencies, or performing dependency updates. It guides safe Bun-based package upgrades with breaking-change handling, runtime pin alignment, and grouped version coordination.

Development41
V
V3 Swarm Coordination
V3 Swarm Coordination
ruvnet / ruview

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 workflows41
V
vector-database-engineer
vector-database-engineer
rmyndharis / antigravity-skills

Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar

Data & databases41
V
vendure-developing
vendure-developing
meriley / claude-code-skills

Develop Vendure e-commerce plugins, extend GraphQL APIs, create Admin UI components, and define database entities. Use vendure-expert agent for comprehensive guidance across all Vendure development domains.

Development41
V
vhs-demo

Use when creating a terminal GIF, recording a CLI demonstration, authoring a VHS tape, or producing visual before/after evidence for reviewers.

Creative & media41
V
vibekanban
vibekanban
itechmeat / llm-code

Orchestrate AI coding with Vibe Kanban: tasks, review, sessions, workspaces, and isolated git worktrees. Use when managing AI-generated code in isolated environments, planning coding tasks, reviewing AI output, or configuring Vibe Kanban workspaces and agents. Keywords: Vibe Kanban, AI orchestration, worktrees.

Agent workflows41
V
vue

Vue 3 Composition API, script setup macros, reactivity system, and built-in components. Use when writing Vue SFCs, defineProps/defineEmits/defineModel, watchers, or using Transition/Teleport/Suspense/KeepAlive.

Development41
W
wavedrom-gen
wavedrom-gen
siliconpeasant / soc_agent_skill

Generate, revise, validate, and render official WaveDrom diagrams from natural-language timing descriptions, protocol requirements, timing tables, or existing WaveJSON/JSON5. Use for clocks, digital waveforms, buses, SPI, QSPI, I2C, UART, AXI valid/ready, request/acknowledge, GPIO, PWM, reset sequences, sub-cycle timing, WaveDrom arrows, titles, skins, register or logic diagrams, and optional Datasheet-grade setup/hold/width/period dimensions. Deliver editable JSON5 plus SVG, PNG, or self-contained offline HTML through bundled MCP tools when available and local scripts otherwise. Do not use for analog waveforms, software sequence diagrams, generic flowcharts, or continuous-time signal analysis.

Development41
W
wiki-from-code
wiki-from-code
testomatio / skills

Builds a product wiki from the application source code or updates it after large code changes (release, refactor, many merged PRs). Records mismatches between code and claims about it (comments, docstrings, developer docs, API specs, configs). Use when the user asks to build or update the wiki/requirements/specification/docs from code.

Development41
W
workflow-tdd-plan-plan
workflow-tdd-plan-plan
catlog22 / claude-code-workflow

Unified TDD workflow skill combining 6-phase TDD planning with Red-Green-Refactor task chain generation, and 4-phase TDD verification with compliance reporting. Triggers on "workflow-tdd-plan", "workflow-tdd-verify".

Testing & quality41
W
wow-api-currency-economy
wow-api-currency-economy
jburlison / wowaddonapiagents

Complete reference for WoW Retail Currency, Auction House, Token, Store, Trading Post, Black Market, Mail, and Player Trading APIs. Covers C_CurrencyInfo (currency data, tracking, backpack), Auction House (full listing/bidding/buying/selling/search/commodity), C_WowTokenPublic (WoW Token market), AccountStore (in-game shop), CatalogShop, C_PerksProgram (Trading Post — Trader's Tender), BlackMarket (BMAH), TradeInfo (player trading), MailInfo (mailbox), and related events. Use when working with currencies, auction house UI, WoW Tokens, the in-game store, Trading Post, black market, mail, or player-to-player trading.

Development41
W
write-a-prd
write-a-prd
mattpocock / ralph-workshop-repo-001

Use this skill when writing a PRD for a feature.

Development41
W
write-flow
write-flow
windmill-labs / windmill-cli-docs

MUST use when creating flows

Development41
W
write-implementation-plan
write-implementation-plan
legout / skills

Turn an approved specification or multi-step requirement into an executable, testable implementation plan before code changes.

Development41
W
write-spec
write-spec
phatysddev / skills

Turn agreed product, domain, scope, and architecture decisions into one traceable, implementation-ready feature specification with observable acceptance criteria and verification points. Use when a requirement is sufficiently decided to specify behavior but should not yet be decomposed into implementation tasks.

Development41
W
writing-specs-designs
writing-specs-designs
oldwinter / skills

Create a build-ready spec + design doc pack (low-fi diagram, user flows/states, prototype brief, acceptance criteria) for a feature or UX change. Use for spec, design doc, feature spec, technical spec, interaction spec.

Design & UI41
X
xvcl
xvcl
fastly / fastly-agent-toolkit

Extends Fastly VCL with loops, functions, constants, macros, conditionals, and includes via XVCL — a VCL transpiler that compiles .xvcl files into standard VCL. Use when writing VCL for Fastly, working with .xvcl files, generating repetitive VCL (multiple backends, routing rules, headers) with loops, defining reusable VCL functions with return values, using compile-time constants instead of magic numbers, or writing any Fastly VCL configuration. XVCL syntax is not in training data so this skill is required. Also applies when writing and testing VCL locally (compile with `uvx xvcl`, test with falco), reducing VCL code duplication, splitting large VCL into modular includes, or doing any VCL development task for Fastly — even without explicitly mentioning XVCL.

Development41
Y
yield-injections
yield-injections
tursodatabase / turso

Use when working with Turso yield injection or synthetic failure injection machinery for safe resumable state-machine boundaries, including YieldInjector, FailureInjector, YieldPointMarker, inject_transition_yield!, inject_io_yield!, inject_transition_failure!, CommitYieldPoint, CheckpointYieldPoint, CursorYieldPoint, deterministic interleaving tests, abandoned statement/commit tests, and concurrent-simulator yield plans.

Testing & quality41
Z
zr-execute
zr-execute
zenon-red / skills

Execute the dispatched task end-to-end and complete the action after registering a pull request artifact.

Agent workflows41
Z
zr-project-setup
zr-project-setup
zenon-red / skills

Convert one approved idea into an executable project when dispatched a ProjectSetup action.

Agent workflows41
Z
zread-expert
zread-expert
tianxiao1430-jpg / zai-skills

Deep repository analysis skill for Z.AI Zread MCP.

Development41
A
accelerated-computing-cudf
accelerated-computing-cudf
promptingcompany / nv-skills

Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.

Data & databases40
A
add-sgl-kernel
add-sgl-kernel
sgl-project / sglang

Step-by-step tutorial for adding a heavyweight AOT CUDA/C++ kernel to sgl-kernel (including tests & benchmarks)

Development40
A
address-pr-feedback
address-pr-feedback
afollestad / skills

Address GitHub PR feedback by adversarially verifying comments, fixing valid issues, replying, and resolving threads.

Development40
A
adr-scaffold
adr-scaffold
gravito-framework / gravito

Specializes in generating Action-Domain-Responder (ADR) boilerplate for Gravito projects. Trigger this when adding new features or modules using the ADR pattern.

Development40
A
agentic-ui-development
agentic-ui-development
antdigital-ai / agentic-ui

Guides development workflow, design system, scripts, and component inventory for @ant-design/agentic-ui. Use when onboarding, adding new components, running build/test/docs, or asking about project structure, conventions, or component list. Triggers on agentic-ui, development workflow, 开发流程, 组件清单, 设计系统, 新组件, build, test, docs, AGENTS.md.

Development40
A
agently-knowledge-base
agently-knowledge-base
agentera / agently-skills

Use when the user wants embeddings, vector indexing, retrieval, or retrieval-backed answers, including embedding-agent setup, Chroma-backed collections, collection add/query, and KB-to-answer flows.

Data & databases40
A
agently-migration-playbook
agently-migration-playbook
agentera / agently-skills

Use when the user wants to migrate an existing LangChain or LangGraph system and the first decision is whether the source problem is agent-side or orchestration-side.

Agent workflows40
A
agently-model-response
agently-model-response
agentera / agently-skills

Use when the user wants to reuse one model result, read text/data/meta without re-requesting, or stream partial updates, including `get_response()`, async getters, `delta`, `instant`, and `specific`.

Development40
A
agently-session-memory
agently-session-memory
agentera / agently-skills

Use when the user needs conversation continuity, memo, or restore-after-restart behavior for a request family, including session ids, chat history, request-side memory boundaries, and session-backed continuity.

Agent workflows40
A
agents-md
agents-md
dimitrigilbert / ai-skills

Create, verify, and improve AGENTS.md files. Minimal, focused, progressive disclosure. Fixes bloat, contradictions, stale info.

Agent workflows40
A
alova-wormhole-usage
alova-wormhole-usage
alovajs / skills

devtools usage for alova. Use this skill whenever the user mentions alova openapi configuration, @alova/wormhole, API code generation, OpenAPI/Swagger with alova integration, alova devtools, or the alova VSCode extension. Trigger even for questions like "how do I use OpenAPI with alova" or "how do I generate API code with alova".

Development40
A
analyze-consistency
analyze-consistency
nextstage-brasil / skills

(NS) Verify internal consistency of requirements.md and adherence to project rules before task generation. Use after scope confirmation, when the user asks to analyze or validate requirements, or after manual edits to requirements — automatically between Gate 2 and task generation. Produces consistency-report.md; does not modify requirements. Do NOT generate tasks.

Testing & quality40
A
andocs
andocs
blogic-cz / blogic-marketplace

This skill should be used when starting a local Andocs demo or preview, introducing or presenting Andocs, onboarding a new user, or authoring Andocs documentation and HTML prototypes. Trigger phrases include “start the Andocs demo,” “introduce Andocs,” “představení Andocs,” “rozběhni andocs demo,” “predstavenie Andocs,” and “spusti Andocs demo.” Use it for markdown rendering, diagrams, math, html-preview, prototype.json, shared assets, managed prototype datasets and persistent data, local CLI state, screen review status and release versions, or editing a prototype through OpenDesign.

Development40
A
api-builder
api-builder
ajianaz / skills-collection

Comprehensive API design and development workflow that orchestrates API architecture, endpoint design, documentation generation, and integration patterns. Handles everything from RESTful API creation and GraphQL schema design to API gateway setup and version management.

Development40
A
api-database-vercel-postgres
api-database-vercel-postgres
agents-inc / skills

Serverless PostgreSQL on Vercel with edge-compatible SDK

Data & databases40
A
api-design
eddiebe147 / claude-settings

REST API design principles and patterns - use when designing new endpoints, creating DTOs, or planning API structure

Development40
A
api-doc

Use this skill when you need to generate single-file HTML API documentation from TypeSpec (.tsp) files. Supports automatic generation of curl examples, parameter tables, version tags, and Markdown snippet injection. Trigger words: generate API docs, generate interface docs, api doc, typespec doc, generate HTML docs.

Development40
A
api-gateway-config
api-gateway-config
jeremylongshore / tons-of-skills-marketplace

'Configure api gateway config operations. Auto-activating skill for AWS

Cloud & DevOps40
A
api-key-auth-setup
api-key-auth-setup
jeremylongshore / tons-of-skills-marketplace

Configure api key auth setup operations. Auto-activating skill for API

Security40
A
api-shape-explorer
api-shape-explorer
zebbern / claude-code-guide

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

Development40
A
arc42-section-01
arc42-section-01
msiccdev / arc42-toolkit

Interactively guides the documentation of arc42 Section 1 (Introduction and Goals). Asks targeted questions about the system, quality goals, and stakeholders before generating a structured draft. Iterates until the user is satisfied.

Development40
A
arc42-section-02
arc42-section-02
msiccdev / arc42-toolkit

Interactively guides the documentation of arc42 Section 2 (Constraints). Asks about technical, organizational, regulatory, and convention-based boundaries before generating a structured draft. Iterates until the user is satisfied.

Development40
A
arc42-section-07
arc42-section-07
msiccdev / arc42-toolkit

Interactively guides the documentation of arc42 Section 7 (Deployment View). Asks about infrastructure, environments, and software-to-hardware mapping before generating C4 PlantUML deployment diagrams and environment comparison tables. Iterates until the user is satisfied.

Cloud & DevOps40
A
arc42-section-10
arc42-section-10
msiccdev / arc42-toolkit

Interactively guides the documentation of arc42 Section 10 (Quality Requirements). Elaborates quality goals from Section 1.2 into concrete, measurable scenarios grounded in Q42 quality criteria (quality.arc42.org). Coaches against vague metrics and checks coverage against architectural decisions. Iterates until the user is satisfied.

Development40
A
arc42-section-11
arc42-section-11
msiccdev / arc42-toolkit

Interactively guides the documentation of arc42 Section 11 (Risks and Technical Debt). Pre-populates candidates from Sections 9 and 10, works through risk categories systematically, and generates a prioritized risk register and debt backlog with mitigation strategies. Iterates until the user is satisfied.

Development40
34621–34680 of 37,145

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.