mcpField

Skills

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

Development

G
github-multi-repo
github-multi-repo
ruvnet / ruflo

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

Development1.2k
V
vtex-io-application-performance
vtex-io-application-performance
vtex / skills

Apply when improving VTEX IO Node or .NET services for latency, throughput, and resilience: in-process LRU, VBase, stale-while-revalidate, AppSettings loading, request context, parallel client calls, and avoiding duplicate work. Covers application-level performance patterns that complement edge/CDN caching. Use when optimizing backends beyond route-level Cache-Control.

Development1.2k
P
parallel-task
parallel-task
am-will / codex-skills

Only to be triggered by explicit /parallel-task commands

Agent workflows1.2k
S
story-lifecycle

Manage a file-based epic → story → sprint development loop without requiring an external project management tool. Creates and tracks epics, breaks them into user stories, assigns them to sprints, and drives implementation story by story. Use when starting a new feature initiative or when the team has no Jira/Linear/Taiga but needs structured delivery tracking.

Development1.2k
U
using-chrisbanes-skills
using-chrisbanes-skills
chrisbanes / skills

Use when routing Kotlin or Jetpack Compose work, or physical Android benchmark evidence that needs a configuration decision, especially when several Kotlin or Compose concerns overlap

Agent workflows1.2k
C
capacitor-angular
capacitor-angular
capawesome-team / skills

Guides the agent through Angular-specific patterns for Capacitor app development. Covers project structure, adding Capacitor to Angular projects, using Capacitor plugins in Angular services and components, NgZone integration for plugin event listeners, lifecycle hook patterns, dependency injection, routing with deep links, and environment-based platform detection. Do not use for creating a new Capacitor app from scratch, upgrading Capacitor versions, installing specific plugins, Ionic Framework setup, or non-Angular frameworks.

Development1.2k
I
ima-sdk-basics
ima-sdk-basics
google / skills

Use this skill for Interactive Media Ads (IMA) SDK client-side ad insertion when requesting video ads client-side on websites, apps, TVs, or other platforms with VAST or VMAP. Do not use for Dynamic Ad Insertion (DAI), SSAI, or SGAI (use the `ima-sdk-dai-basics` skill instead).

Development1.2k
J
jetson-optimize-memory
jetson-optimize-memory
nvidia / skills

Reclaim DRAM by disabling unused subsystems across MB1 BCT, MB2 BCT, kernel reserved-memory, and SWIOTLB. Use for headless or no-camera Jetson deployments; not for CPU/GPU frequency tuning.

Development1.2k
K
kotlin-concurrency-and-flow
kotlin-concurrency-and-flow
chrisbanes / skills

Use when writing or reviewing Kotlin coroutine scope ownership, raw Thread or Executor work, init launches, non-suspending launch APIs, runBlocking, cancellation, StateFlow, SharedFlow, Channel, stateIn, SharingStarted, state updates, or one-shot events

Development1.2k
M
mintlify
mintlify
cline / skills

Comprehensive reference for building Mintlify documentation sites. Use when creating pages, configuring docs.json, adding components, setting up navigation, or working with API references. Routes to detailed reference files for all components and configuration options.

Development1.2k
Z
zod-schema-validation
zod-schema-validation
mindrally / skills

Best practices for Zod schema validation and type inference in TypeScript applications.

Development1.2k
S
sap-cap-capire
sap-cap-capire
secondsky / sap-skills

SAP Cloud Application Programming Model (CAP) development skill using Capire documentation. Use when: building CAP applications, defining CDS models, implementing services, working with SAP HANA/SQLite/PostgreSQL databases, deploying to SAP BTP Cloud Foundry or Kyma, implementing Fiori UIs, handling authorization, multitenancy, or messaging. Covers CDL/CQL/CSN syntax, Node.js and Java runtimes, event handlers, OData services, and CAP plugins.

Development1.2k
C
cli-providers
cli-providers
cheaper-inference / omniroute

Manage provider connections from the CLI: list available/configured providers, add, test, test-all, validate, rotate API keys, and view per-provider metrics.

Cloud & DevOps1.2k
P
Pair Programming
Pair Programming
ruvnet / ruflo

AI-assisted pair programming with multiple modes (driver$navigator$switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.

Development1.2k
A
architecture-well-architected-commerce
architecture-well-architected-commerce
vtex / skills

Apply when scoping, reviewing, or documenting cross-cutting VTEX commerce architecture across storefront, IO, headless, marketplace, payments, or any other VTEX module. Grounds work in the Well-Architected Commerce framework—Technical Foundation (reliability, trust, integrity; security, infrastructure, compliance), Future-proof (innovation, simplicity, efficiency; scalable and adaptable solutions), and Operational Excellence (accuracy, accountability, data-driven improvement; process and customer experience). Routes implementation detail to product tracks (IO caching and paths, Master Data strategy, marketplace integrations). Use for solution design, architecture reviews, and RFP-level technical structure.

Development1.2k
A
axiom-ai
axiom-ai
charleswiltgen / axiom

Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature. Covers Foundation Models, @Generable, LanguageModelSession, Tool protocol, eval suites, model-as-judge scoring, SpeechTranscriber, CoreML

Development1.2k
A
ai-agent
ai-agent
rivet-dev / skills

Build an AI agent backend with persistent memory: one Rivet Actor per conversation, queued message handling, and streaming LLM responses as realtime events.

Agent workflows1.2k
B
build-mcp
build-mcp
neolabhq / context-engineering-kit

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Development1.2k
C
commitlint
commitlint
fandhe-ai / agent-reference-skills

commitlint (Conventional Commits message validation tool) reference. rules configuration, plugins, shareable-config, @commitlint/config-conventional, Husky / lefthook / simple-git-hooks integration, CI integration, custom rules.

Development1.2k
S
senior-computer-vision
senior-computer-vision
alirezarezvani / claude-skills

Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems.

Development1.2k
S
sparc-methodology
sparc-methodology
ruvnet / ruflo

SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use for new feature implementation, complex implementations, architectural changes, system redesign, integration work, or unclear requirements. Skip for simple bug fixes, documentation updates, configuration changes, well-defined small tasks, or routine maintenance.

Development1.2k
G
github-release-management
github-release-management
ruvnet / ruflo

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

Cloud & DevOps1.2k
O
omni-inference
omni-inference
cheaper-inference / omniroute

The core OpenAI-compatible inference endpoints: chat completions, embeddings, images, audio (TTS/STT), moderations, rerank, and the Responses API. The primary integration surface for AI agents.

Development1.2k
O
openspec-proposal-creation-cn
openspec-proposal-creation-cn
forztf / open-skilled-sdd

Create structured change proposals and specification deltas using an OpenSpec specification-driven approach. Use for feature planning, proposal creation, specification writing, introducing new capabilities, or starting a development workflow. Trigger phrases include "openspec提案", "规划", "创建提案", "规划变更", "规范功能", "新功能", "新特性", "新需求", "添加功能规划", "设计规范".

Development1.2k
T
tdd
tdd
sentimony / skills

You MUST use this when implementing testable behavior changes - new features, bug fixes, or refactors with observable contracts. Covers writing meaningful failing tests before implementation and verifying behavior through the red-green-refactor cycle. Not for purely mechanical edits without behavior changes.

Testing & quality1.2k
A
agent-repo-architect
agent-repo-architect
ruvnet / ruflo

Agent skill for repo-architect - invoke with $agent-repo-architect

Development1.2k
A
agentic-jujutsu
agentic-jujutsu
ruvnet / ruflo

Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination

Development1.2k
L
load-issues
load-issues
neolabhq / context-engineering-kit

Load all open issues from GitHub and save them as markdown files

Development1.2k
S
setup-codemap-cli
setup-codemap-cli
neolabhq / context-engineering-kit

Guide for setup Codemap CLI for intelligent codebase visualization and navigation

Development1.2k
E
explore-codebase
explore-codebase
tirth8205 / code-review-graph

Navigate and understand codebase structure using the knowledge graph

Development1.2k
G
grill-me
grill-me
alirezarezvani / claude-skills

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

Agent workflows1.2k
J
jetson-package
jetson-package
nvidia / skills

Pick Jetson-compatible containers, vLLM runtime images, and Jetson AI Lab PyPI indexes; maps Orin SM 8.7 vs Thor SM 11.0 and JetPack-specific package choices

Cloud & DevOps1.2k
N
newapi
newapi
quantumnous / skills

Assistant for newapi (new-api), an open-source unified AI gateway platform (https://github.com/QuantumNous/new-api). Use when the user asks about New API, managing models, groups, balance, or tokens, or securely copying keys, applying them to config files, or using them in commands without exposing secrets.

Development1.2k
V
vtex-io-http-routes
vtex-io-http-routes
vtex / skills

Apply when designing or implementing HTTP endpoints exposed by a VTEX IO backend service. Covers route boundaries, handler structure, middleware composition, request validation, and response modeling for service.json routes. Use for webhook endpoints, partner integrations, callback APIs, or reviewing VTEX IO handlers that should expose explicit HTTP contracts.

Development1.2k
A
antv-s2-expert
antv-s2-expert
antvis / chart-visualization-skills

S2 multi-dimensional cross-analysis table development assistant (Expert Skill). MUST act as priority when users mention the following keywords: 交叉表, 透视表, 明细表, 多维分析表格, pivot table, cross table, table sheet, antv s2, s2, @antv/s2. Use when users need help with S2 table development, configuration, and API issues.

Data & databases1.2k
D
docker-project-foundations
docker-project-foundations
docker / skills

Use this skill when setting up, initializing, or Dockerizing a project, even if the user doesn't explicitly mention Docker but describes a need for containerized local development, adding a database or cache dependency, or running services without host-level installs. Covers Dockerfile, compose.yaml, and .dockerignore creation with Docker best practices.

Cloud & DevOps1.2k
I
image-optimization
image-optimization
kostja94 / marketing-skills

Use when the user wants to optimize images for search engines and performance. Also use when the user mentions “image SEO,” “alt text,” “image captions,” “figcaption,” “image optimization,” “WebP,” “lazy loading,” “LCP,” “image sitemap,” “responsive images,” “srcset,” “image format,” or “hero image optimization.” For CWV, use core-web-vitals

Marketing & growth1.2k
P
plan-harder
plan-harder
am-will / codex-skills

Use when user specfically says 'plan harder'.

Agent workflows1.2k
C
capawesome-cloud
capawesome-cloud
capawesome-team / skills

Guides the agent through setting up and using Capawesome Cloud for Capacitor and Cordova apps. Covers three core workflows: (1) Native Builds — cloud builds for iOS and Android (Capacitor, Cordova, or native projects), signing certificates, environments, Trapeze configuration, and build artifacts; (2) Live Updates — OTA updates via the @capawesome/capacitor-live-update (Android, iOS, and Electron desktop) or @capawesome/cordova-live-update plugin, channels, versioning, rollbacks, and code signing; (3) App Store Publishing — automated submissions to Apple App Store (TestFlight) and Google Play Store. Includes CI/CD integration for all workflows. Do not use for non-Capacitor, non-Cordova mobile frameworks such as React Native or Flutter.

Cloud & DevOps1.2k
G
git-worktree-isolation
git-worktree-isolation
sentimony / skills

You MUST use this when deciding whether development work needs workspace isolation - before implementing plans, risky multi-file changes, parallel agent work, or clean-environment bug reproduction. Covers safe work in place, existing workspaces, and Git worktrees.

Development1.2k
X
x402
x402
starchild-ai-agent / official-skills

Monetize any user project/service with the x402 payment protocol on platform networks (Base + Monad + Robinhood + X Layer + Solana; Starchild platform billing: pay_per_use / lifetime / weekly / monthly / quarterly / yearly / prepaid, plus multi-plan services), limited-time free promotions (amount-0 verify, no settle/debit), and pay other agents' x402 services. Use when the user wants to charge for an API/service, run a free promo on a paid listing, accept USDC from other agents, or call a paid x402 endpoint.

Development1.2k
A
agent-code-analyzer
agent-code-analyzer
ruvnet / ruflo

Agent skill for code-analyzer - invoke with $agent-code-analyzer

Testing & quality1.2k
E
elements
elements
assistant-ui / skills

Installs and customizes assistant-ui elements, the styled shadcn-style component catalog served from the r.assistant-ui.com registry through `npx assistant-ui@latest add <item>`. Use when adding a prebuilt chat surface or widget (Thread, ThreadList, AssistantModal, AssistantSidebar, ToolFallback, ToolGroup, MarkdownText, Reasoning, Sources, Attachment, ModelSelector, Voice orb, McpConfig) or one of the 120 standalone elements (approval card, agent plan, code diff, data table, chart, and so on), choosing between runtime-connected `<name>.aui.tsx` files and props-driven standalone files, overriding Thread slots through the `components` prop, editing the copied source under `components/assistant-ui/elements/`, or picking the Radix versus Base UI flavor in `components.json`. Route here when an import from `@/components/assistant-ui/...` fails, an element renders unstyled, or the CLI installs the wrong flavor. For unstyled building blocks use primitives; for the CLI scaffold itself use setup.

Design & UI1.2k
G
github-automation
github-automation
ruvnet / ruflo

GitHub workflow automation, PR management, issue tracking, and code review coordination. Integrates with GitHub Actions and repository management. Use when: PR creation, code review, issue management, release automation, workflow setup. Skip when: local-only changes, non-GitHub repositories.

Development1.2k
G
gitlab-mcp-skill
gitlab-mcp-skill
zereight / gitlab-mcp

Use this skill when working with the GitLab MCP server tools for merge requests, issues, repositories, pipelines, work items, variables, dependency proxy, vulnerabilities, webhooks, search, CI catalog, and related GitLab workflows.

Development1.2k
L
lefthook
lefthook
fandhe-ai / agent-reference-skills

Lefthook reference (a high-speed parallel Git hooks manager). Covers lefthook.yml configuration, hooks such as pre-commit / pre-push / commit-msg, parallel / piped execution, glob / run / tags filters, staged_files, Lefthook's AI settings (beta), JSON schema, installation via Composer / npm / pip, protected branches, CI skipping, and migration from Husky.

Development1.2k
A
agent-docs-api-openapi
agent-docs-api-openapi
ruvnet / ruflo

Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi

Development1.2k
A
agent-researcher
agent-researcher
ruvnet / ruflo

Agent skill for researcher - invoke with $agent-researcher

Development1.2k
L
llm-council
llm-council
am-will / codex-skills

Orchestrate a configurable, multi-member CLI planning council (Codex, Claude Code, Gemini, OpenCode, or custom) to produce independent implementation plans, anonymize and randomize them, then judge and merge into one final plan. Use when you need a robust, bias-resistant planning workflow, structured JSON outputs, retries, and failure handling across multiple CLI agents.

Agent workflows1.2k
R
rev-ios-dump
rev-ios-dump
p4nda0s / reverse-skills

Dump decrypted iOS app binaries (砸壳) from jailbroken devices using frida-ios-dump. Activate when the user wants to decrypt an iOS app, dump an IPA from a device, or extract a decrypted Mach-O binary for reverse engineering.

Security1.2k
A
antv-g6-graph
antv-g6-graph
antvis / chart-visualization-skills

Use this skill whenever the user wants to create, customize, or troubleshoot G6 v5 graph or network visualizations. Triggers include any mention of “G6,” “antv g6,” “@antv/g6,” “G6 graph,” “G6 图,” “网络图,” “关系图,” “拓扑图,” “树形图,” “流程图,” “思维导图,” “鱼骨图,” “力导向图,” “force graph,” “network visualization,” “node-edge diagram,” “graph layout,” “tree layout,” “dagre layout,” “mindmap,” or “social network,” as well as requests about G6 node styles, edge types, behaviors, plugins, layouts, combos, or data structures. Also use it to debug G6 rendering errors, v4-to-v5 migrations, or graph interaction issues. Do NOT use it for G2 statistical charts, X6 editor diagrams, or S2 pivot tables.

Data & databases1.2k
E
editorconfig
editorconfig
fandhe-ai / agent-reference-skills

EditorConfig (unified editor settings format) reference. .editorconfig files, glob patterns, root, indent_style / indent_size / tab_width, end_of_line, charset, trim_trailing_whitespace, insert_final_newline, max_line_length, spelling_language.

Development1.2k
G
gemini-computer-use
gemini-computer-use
am-will / codex-skills

Build and run Gemini 2.5 Computer Use browser-control agents with Playwright. Use when a user wants to automate web browser tasks via the Gemini Computer Use model, needs an agent loop (screenshot → function_call → action → function_response), or asks to integrate safety confirmation for risky UI actions.

Agent workflows1.2k
G
gitnexus-analyzer

No description yet

Development1.2k
O
openai-docs-skill
openai-docs-skill
am-will / codex-skills

Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs, ChatGPT Apps SDK, Codex, MCP integrations, endpoint schemas, parameters, limits, or migrations and you need up-to-date official guidance.

Development1.2k
U
ue-sequencer-cinematics
ue-sequencer-cinematics
quodsoler / unreal-engine-skills

Use when playing Level Sequences from C++, building cutscenes or in-game camera moments, binding actors to sequence tracks at runtime, wiring Sequencer event tracks, or rendering with Movie Render Graph. Also use when the user mentions “Sequencer,” “LevelSequence,” “ALevelSequenceActor,” “ULevelSequencePlayer,” “CreateLevelSequencePlayer,” “cutscene,” “camera cut,” “event track,” “ULevelSequenceDirector,” “SetBindingByTag,” “spawnable,” “possessable,” “CineCamera,” “Movie Render Queue,” or “MRQ.” For animation tracks, see ue-animation-system; for gameplay cameras and shakes, see ue-gameplay-cameras; for sequence audio, see ue-audio-system

Creative & media1.2k
U
ue-serialization-savegames
ue-serialization-savegames
quodsoler / unreal-engine-skills

Use when implementing save/load, player progress persistence, slot management, or binary serialization in Unreal Engine C++. Also use when the user mentions 'save game', 'USaveGame', 'SaveGameToSlot', 'AsyncSaveGameToSlot', 'LoadGameFromSlot', 'DoesSaveGameExist', 'DeleteGameInSlot', 'ULocalPlayerSaveGame', 'UPROPERTY(SaveGame)', 'FArchive', 'FMemoryWriter', 'FCustomVersion', 'save versioning', 'migrate old saves', 'save file corrupted', 'UDeveloperSettings', or 'GConfig'. For asset references, see ue-data-assets-tables; for work off the game thread, see ue-async-threading; for streamed level state, see ue-world-level-streaming.

Development1.2k
V
vtex-io-admin-react
vtex-io-admin-react
vtex / skills

Apply when building VTEX IO admin-facing React interfaces under the admin builder. Covers VTEX Styleguide and Shoreline usage, admin page composition, data-heavy admin interactions, and keeping administrative interfaces consistent with the VTEX Admin environment. Use for settings pages, moderation tools, dashboards, or operational UIs inside VTEX Admin.

Design & UI1.2k
V
vtex-io-auth-and-policies
vtex-io-auth-and-policies
vtex / skills

Apply when deciding or implementing permissions and authorization boundaries for VTEX IO apps. Covers manifest policies, outbound-access rules, least-privilege design, and how service routes or integrations map to explicit permissions. Use for deciding who is authorized to call or consume a capability, adding new integrations, exposing protected routes, or reviewing app permissions for overreach or missing access.

Security1.2k
S
swarm-planner
swarm-planner
am-will / codex-skills

[EXPLICIT INVOCATION ONLY] Creates dependency-aware implementation plans optimized for parallel multi-agent execution

Agent workflows1.2k
4381–4440 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.