mcpField

Skills

98,067 packaged capabilities and playbooks for agents. Install any of them with one command.

Development

A
architecture-lens
architecture-lens
robsonrung / rar-skills

Review code-level coupling, cohesion, dependency direction, and module boundaries. Use when deciding where code belongs or whether to split, merge, or refactor a module; use macro-architecture for system shape.

Development60
A
architecture-md-builder
architecture-md-builder
tdimino / claude-code-minoan

Build comprehensive ARCHITECTURE.md files following matklad's canonical guidelines — bird's-eye views, ASCII/Mermaid diagrams, codemaps, invariants, and layer boundaries. Triggers on document the architecture, create ARCHITECTURE.md, map this codebase, architectural overview.

Development60
A
ast-grep-code-analysis
ast-grep-code-analysis
zenobi-us / dotfiles

Use when analyzing complex codebases for security vulnerabilities, performance issues, and structural patterns - provides systematic AST-based approach using ast-grep for comprehensive code understanding beyond manual inspection

Testing & quality60
A
async-preact-signals
async-preact-signals
rodydavis / skills

Explore how to effectively manage asynchronous data with Preact Signals by creating a custom `asyncSignal` that handles loading, error, and data states without breaking the synchronous nature of signals.

Development60
A
auto-type-checking
auto-type-checking
revitalb-port / skills-registry-demo

Run TypeScript type checking after file edits and immediately flag type errors before moving on. Uses Cursor hooks for automatic enforcement.

Testing & quality60
A
avalonia-mvvm
avalonia-mvvm
abdssamie / quater

Implement MVVM patterns using CommunityToolkit.Mvvm in Avalonia applications with ViewModels, Commands, and Dependency Injection

Development60
A
awesome-error-standards
awesome-error-standards
khasky / awesome-agent-skills

Applies consistent error handling: typed errors, operational vs programmer errors, API error envelopes, HTTP status mapping, user-facing messages. Use when adding or refactoring error handling or designing an error contract.

Development60
A
awesome-jev-guide
awesome-jev-guide
appitstudio / awesome-jev

Help users discover Jev apps, tools, and examples, with clear source-access and paid-product disclosures. Use for Jev solution discovery, app recommendations, starter-kit selection, API-key setup, or adapting/building a Jev workflow in the user's stack.

Development60
A
ax-agent

This skill helps an LLM generate correct core AxAgent code using @ax-llm/ax. Use when the user asks about agent(), child agents, namespaced functions, discovery mode, clarification, bubbleErrors, host-side final/clarification protocol, or ordinary agent runtime behavior. For MCP clients, native runtime modules, subscriptions, tasks, or authentication use ax-mcp alongside this skill. For RLM/code-runtime work use ax-agent-rlm; for callbacks and telemetry use ax-agent-observability; for recall/memory/skill loading use ax-agent-memory-skills; for agent.optimize(...) use ax-agent-optimize.

Agent workflows60
A
ax-agent-observability

This skill helps an LLM generate correct AxAgent observability code using @ax-llm/ax. Use when the user asks about axGlobals.onUsage, usageContext, centralized or multi-tenant usage accounting, actorTurnCallback, onContextEvent, agentStatusCallback, onFunctionCall, reportSuccess, reportFailure, getChatLog(), getUsage(), resetUsage(), debug traces, progress updates, or telemetry for AxAgent runs.

Agent workflows60
A
ax-agent-optimize

This skill helps an LLM generate correct AxAgent tuning and evaluation code using @ax-llm/ax. Use when the user asks about agent.optimize(...), judgeOptions, eval datasets, optimization targets, saved optimizedProgram artifacts, or agent optimization guidance.

Agent workflows60
A
ax-agent-rlm

This skill helps an LLM generate correct AxAgent RLM/runtime code using @ax-llm/ax. Use when the user asks about RLM code execution, AxJSRuntime, contextFields, contextPolicy, liveRuntimeState, promptLevel, stage prompt controls, executorModelPolicy, maxRuntimeChars, agent.test(...), llmQuery(...), recursionOptions, or long-running agent runtime behavior.

Agent workflows60
A
ax-ai

This skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax. Use when the user asks about ai(), providers, models, routing, adaptive balancing, presets, embeddings, batch audio with ai.transcribe() or ai.speak(), extended thinking, context caching, or mentions OpenAI/Anthropic/Google/Azure/DeepSeek/Meta/Mistral/Cohere/Reka/Grok/Typesafe/Jev with @ax-llm/ax.

Development60
A
ax-flow

This skill helps an LLM generate correct AxFlow workflow code using @ax-llm/ax. Use when the user asks about flow(), AxFlow, workflow orchestration, parallel execution, DAG workflows, conditional routing, map/reduce patterns, or multi-node AI pipelines.

Agent workflows60
A
ax-refine

Use this skill when writing or reviewing Ax bestOfN/refine code, reward functions, thresholds, native sample selection, serial attempts, generated advice, and attempt diagnostics.

Development60
A
azure-ai-projects-dotnet
azure-ai-projects-dotnet
sickn33 / agentic-awesome-skills

Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects, including agents, connections, datasets, deployments, evaluations, and indexes.

Agent workflows60
A
azure-servicebus-py
azure-servicebus-py
sickn33 / agentic-awesome-skills

Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.

Cloud & DevOps60
B
beaker-setup
beaker-setup
rilixai / beaker-skill

Set up a Python repository with the Beaker Integration contract, connect real labeled data and application execution, and validate setup. Keep evaluation tooling under .beaker and preserve production behavior. Use beaker-usage for operating an already configured integration.

Testing & quality60
B
bff-design
bff-design
citypaul / .dotfiles

Decide whether a system needs a backend-for-frontend, how many, and what each one may own: adoption signals and honest costs, one-experience-one-BFF granularity with frontend-team ownership, the shape-don't-decide rule, upstream aggregation with partial-failure and resilience budgets, identity-keyed BFF caching, mediating user identity toward upstream services (token exchange, confused-deputy prevention), and the alternatives (shared gateway, GraphQL federation, token-mediating backend, direct SPA→API, meta-framework server as BFF). Use when adopting or splitting BFFs, aggregating upstream services, handling upstream failures, forwarding user identity downstream, weighing GraphQL against per-client BFFs, or auditing a BFF that has drifted into a public API or a business-logic layer. For protecting the BFF's own entry points use bff-entry-points; for physical route layout use structure-codebase; for externally consumed API contracts use api-design; for OAuth/OIDC protocol flows use secure-oauth-oidc.

Development60
B
blade-conventions
blade-conventions
bagisto / agent-skills

Blade template conventions for any Bagisto package or module (Admin, Shop, or any custom Webkul-style package). Activates when creating or editing Blade views, building Blade components (anonymous @props components or Vue-backed x-template components), wiring forms, datagrids, modals, layouts, or slots, or matching the project's markup, attribute-binding, indentation, and formatting style. The conventions are framework-wide; only the per-package namespace tokens differ.

Development60
B
blast-radius
blast-radius
hachej / boring-stack

Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe because of by running real code instead of writing it up. Use for 'blast radius of X', 'what could this break', or reviewing a small diff you don't trust.

Testing & quality60
B
blueprint-derive-prd
blueprint-derive-prd
laurigates / claude-plugins

Derive a PRD from existing docs, README, and codebase. Use when onboarding a project to blueprint or extracting stakeholders, features, and personas into a PRD.

Development60
B
boring-new-app
boring-new-app
hachej / boring-stack

Set up a new app repository for the Boring Factory end to end — create it from the app template (hachej/boring-app), set its secrets and settings, invite the expert, verify the first runs, and hand the expert their next steps. Use when the maintainer asks to create, bootstrap or set up a new app or repository for the Factory, or to connect an existing repository to it.

Cloud & DevOps60
B
brainstorming
brainstorming
ckorhonen / claude-skills

Explore user intent, requirements and design before implementation through structured dialogue and design proposals. Use when asked to: create features, build components, add functionality, modify behavior, plan projects, or when user says 'help me design X', 'what should we build', 'let's brainstorm', or starts describing a new feature without a design.

Agent workflows60
B
brainstorming
brainstorming
mavcui / agent-skills-hunter

The ultimate collection of Agent Skills, all in one place, “make every bit of context count” The ultimate collection of 400+ high-quality Agent Skills for Claude AI — creative, technical, and enterprise workflows

Agent workflows60
B
brainstorming
brainstorming
mavscui / agent-skills-hunter

The ultimate collection of Agent Skills, all in one place, “make every bit of context count” The ultimate collection of 400+ high-quality Agent Skills for Claude AI — creative, technical, and enterprise workflows

Agent workflows60
B
brainstorming
brainstorming
zhanlincui / agent-skills-hunter

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Agent workflows60
B
branch-management
branch-management
shyxin / skills

General-purpose Git branch management skill. Used to help wangxin/wx create a new feature branch in the current repository, sync develop, commit and push, run pre-MR checks, and clean up branches after merging. By default branches feature/wx-YYYYMMDD-<task> off develop and proactively performs low-risk Git operations; history rewrites, remote deletions, and actions involving production branches require explicit confirmation.

Development60
B
bug-triage
bug-triage
apify / apify-mcp-server

Triage open GitHub bug issues for Apify MCP server. Fetches issues, analyzes root causes, drafts developer-to-developer responses, and posts them after user approval. Use when handling user bug reports, responding to issues, or cleaning up stale bugs.

Development60
B
build-by-story
build-by-story
jayden-dang / skills

Use when an approved tasks.md has Execution-mode story-unit and

Agent workflows60
B
bun-install
bun-install
laurigates / claude-plugins

Bun install: install all deps from package.json. Use when bootstrapping a checkout, running a reproducible CI install (--frozen-lockfile), or deploying (--production).

Development60
C
c-pro
c-pro
rmyndharis / antigravity-skills

Write efficient C code with proper memory and pointer management

Development60
C
cfe-init
cfe-init
nikolay-shirokov / cc-1c-skills

Create a 1С configuration extension (CFE) — scaffold XML sources. Use when you need to create a new extension to fix, enhance or supplement a configuration.

Development60
C
cfe-validate
cfe-validate
nikolay-shirokov / cc-1c-skills

Validate a 1С configuration extension (CFE). Use after creating or modifying an extension to check correctness

Testing & quality60
C
charted-red
charted-red
marmicode / skills

Writes the next failing test based on provided design doc and existing todo tests

Testing & quality60
C
city-tourism-website-builder
city-tourism-website-builder
besoeasy / trackstr

No description yet

Development60
C
cobol-modernization
cobol-modernization
letta-ai / skills

Guidance for converting COBOL programs to modern languages (Python, Java, etc.) while preserving exact behavior and data format compatibility. This skill should be used when modernizing legacy COBOL applications, converting COBOL business logic to modern languages, or ensuring byte-for-byte output compatibility between COBOL and its replacement.

Development60
C
code-graph
code-graph
falkordb / code-graph

"This skill should be used when understanding code structure, finding

Development60
C
code-review
code-review
rtgs2017 / nagaagent

Code review and quality analysis skill. Use to review code, find potential issues, and suggest improvements. Use when the user requests code review, code quality analysis, or best-practice advice.

Testing & quality60
C
code-storage

Agent skill for interacting with code.storage, a managed Git infrastructure layer. Provides repository creation, branching, commits, file access, diffs, search, notes, GitHub sync, ephemeral branches, and forking through a RESTful HTTP API authenticated with customer-signed JWTs. Every repo operation scoped per-JWT.

Development60
C
codesee
codesee
membranedev / application-skills

CodeSee integration. Manage data, records, and automate workflows. Use when the user wants to interact with CodeSee data.

Development60
C
coding-agent-harness
coding-agent-harness
fairladyz625 / coding-agent-harness

Coding Agent Harness engineering methodology. For teams doing long-horizon project development with Coding Agents (Codex, Claude Code, Gemini CLI, etc.), build a complete harness engineering system on the user's project. Includes: project diagnosis, AGENTS.md + CLAUDE.md entry file generation, coding-agent-harness/ directory setup, Planning Loop, SSoT governance, Delivery Operating Model, Repository Governance, CI/CD, Long-Running Task Protocol, Adversarial Review Report, Review Routing, Worktree parallel development, Regression SSoT and Evidence Depth tiered regression, Walkthrough / Closeout Index closeout, Cadence Ledger, task-local lesson candidates and promoted lesson detail documents, Harness Ledger global context write-back ledger. Use this skill when the user asks to set up a coding agent development process, establish a regression testing system, design AGENTS.md / CLAUDE.md, plan an execution framework for long-horizon agent tasks, sub-agent review loops, adversarial review reports, build a harness, or mentions harness engineering. Also applies to scenarios such as "help me set up a set of agent development standards", "how to keep AI from drifting off on long tasks", "how to do regression testing for agents", "help me initialize the project's harness".

Agent workflows60
C
coding

Composition skill which invokes sub-skills for coding tasks. It is a meta-skill that orchestrates the use of other coding-related skills.

Agent workflows60
C
commit-authorship
commit-authorship
jord-jd / jord-skills

Preserves human commit authorship. Use when creating or amending Git commits; omit agent co-author attribution unless explicitly requested.

Development60
C
committing-changes
committing-changes
bitwarden / ai-plugins

Git commit conventions and workflow for Bitwarden repositories. Use when committing code, writing commit messages, or preparing changes for commit. Triggered by "commit", "git commit", "commit message", "prepare commit", "stage changes".

Development60
C
committing-code

No description yet

Development60
C
component-architecture
component-architecture
mgd34msu / goodvibes-plugin

Load PROACTIVELY when task involves designing or building UI components. Use when user says "build a component", "create a form", "add a modal", "design the layout", or "refactor this page". Covers component composition and hierarchy, prop design and typing, render optimization (memo, useMemo, useCallback), compound component patterns, controlled vs uncontrolled forms, file organization, and accessibility for React, Vue, and Svelte.

Development60
C
component-refactoring
component-refactoring
langflow-ai / langflow

Refactor high-complexity React components in Langflow frontend. Use when manual complexity assessment shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.

Development60
C
comprehension-check
comprehension-check
noobygains / godmode

Use when implementing any substantial feature, multi-file modification, or architectural change - produces a plain-language walkthrough of every alteration so the developer can verify genuine understanding before committing, preventing the accumulation of cognitive debt where code ships faster than comprehension

Testing & quality60
C
constitution
constitution
rsmdt / the-startup

Create or update a project constitution with governance rules. Uses discovery-based approach to generate project-specific rules.

Development60
C
core-web-vitals
core-web-vitals
marcioaltoe / skills

Optimize Core Web Vitals (LCP, INP, CLS) for better page experience using field and lab evidence. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience optimization", or "fix layout shifts".

Development60
C
create-a-plan

Conduct a focused technical planning interview to produce an implementable, parallelizable plan or spec with clear dependencies, risks, and open questions.

Agent workflows60
C
create-moviepilot-plugin
create-moviepilot-plugin
jxxghp / moviepilot

Use this skill when the user asks to create, modify, debug, validate, or scaffold a MoviePilot local plugin. Covers version-aware V3/V2 plugin development, _PluginBase implementations, package.v3.json/package.v2.json/package.json metadata, plugins.v3/plugins.v2/plugins source layout, PLUGIN_LOCAL_REPO_PATHS local plugin sources, plugin APIs, Vuetify JSON forms/pages/dashboards, Vue module federation remote components, get_render_mode, get_sidebar_nav, plugin sidebar pages, get_agent_pets assistant avatars, commands, services, workflow actions, agent tools, and local install/reload flows. Also use for Chinese requests mentioning 编写插件、本地插件源, 插件开发, V3插件, V2插件, 插件市场, 本地安装插件, 插件热加载, 前端联邦, 侧栏入口, Vue插件页面, 助手形象.

Development60
C
create-plan
create-plan
maxedapps / agent-skills

Plans a change as an ADR that records the decision, plus an implementation plan that belongs to it. Use this skill when the user asks to plan a feature or change, or to revise an existing plan or ADR. Do not use for implementing a plan (use implement-plan) or for small changes that involve no real decision.

Development60
C
create-project
create-project
verygoodopensource / vgv-ai-flutter-plugin

Scaffold a new Dart or Flutter project from a Very Good CLI template, covering the flutter_app, dart_package, flutter_package, flutter_plugin, dart_cli, flame_game, and docs_site templates, inferring the right one from what the user wants to build and then installing dependencies. Use when the user says "create a new project", "start a new flutter app", "scaffold a package", "create a new package", "initialize a dart cli", "new flame game", or "generate a plugin". Use it for bare, vague, or under-specified scaffolding requests too — "create a new package for me", "make me a new app", "I need a new project", "set one up" — including ones that name no template, no project name, and no organization, or that only hint at what is being built. Missing or ambiguous details are a reason to use this skill, not a reason to skip it: it asks the clarifying questions and picks the template.

Development60
C
css-flexbox-grid
css-flexbox-grid
pluginagentmarketplace / custom-plugin-css

Master Flexbox and CSS Grid layouts for modern responsive design

Design & UI60
C
cutile-autotuning
cutile-autotuning
nvidia / skills

Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

Development60
D
dart-compilation-deployment
dart-compilation-deployment
dart-lang / skills

Compile and deploy Dart apps for various native and web target platforms.

Development60
D
database-migrations
database-migrations
langchain-ai / skills-benchmarks

Database migration patterns and schema versioning

Data & databases60
D
db-optimize
db-optimize
ariadoss / superskills

Database performance audit — detects N+1 queries, missing indexes, join opportunities, slow queries, EXPLAIN analysis, and per-endpoint DB call counts. Use when asked to "optimize the database", "find slow queries", "check for N+1", "analyze query performance", or "audit DB calls".

Data & databases60
27541–27600 of 37,547

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.