mcpField

Skills

96,770 packaged capabilities and playbooks for agents. Install any of them with one command.

Development

O
openapi-to-application-code
openapi-to-application-code
github / awesome-copilot

Generate a complete, production-ready application from an OpenAPI specification

Development9.5k
C
create-github-issues-feature-from-implementation-plan
create-github-issues-feature-from-implementation-plan
github / awesome-copilot

Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates

Development9.5k
F
folder-structure-blueprint-generator
folder-structure-blueprint-generator
github / awesome-copilot

Comprehensive, technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter), generates detailed blueprints with visualization options, naming conventions, file placement patterns, and extension templates for maintaining consistent code organization across diverse technology stacks

Development9.4k
C
copilot-sdk
copilot-sdk
github / awesome-copilot

Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.

Agent workflows9.4k
N
next-partial-prefetching-adoption
next-partial-prefetching-adoption
vercel / next.js

Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the `partialPrefetching` flag, opt routes in with `export const prefetch = 'partial'`, audit `Link prefetch={true}` behavior, preserve existing prefetched UI with `instant()` tests, or resolve the instant-link-prefetch-partial and instant-shell-url-data insights.

Development9.4k
D
dart-flutter-patterns

Production-ready Dart and Flutter patterns covering null safety, immutable state with Freezed, async composition, widget architecture, state management (BLoC, Riverpod, Provider), GoRouter navigation with auth guards, Dio networking, error handling, and testing. Use when writing or reviewing Dart and Flutter code — state, widgets, navigation, networking, or architecture.

Development9.4k
C
chatgpt-app-builder
chatgpt-app-builder
mcp-use / mcp-use

Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.

Development9.4k
P
project-workflow-analysis-blueprint-generator
project-workflow-analysis-blueprint-generator
github / awesome-copilot

Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technologies including .NET, Java/Spring, React, and microservices architectures.

Development9.4k
N
next-intl-add-language
next-intl-add-language
github / awesome-copilot

Add new language to a Next.js + next-intl application

Development9.4k
H
healthcare-phi-compliance

Protected Health Information (PHI) and PII compliance patterns for healthcare applications: data classification, row-level access control, tamper-proof audit trails, schema tagging, and common leak vectors such as logs, URLs, and browser storage. Use when code touches patient or clinician data, when implementing HIPAA or GDPR access controls, or when auditing a healthcare system for data exposure.

Security9.4k
M
managed-deep-agents
managed-deep-agents
langchain-ai / langchain-skills

INVOKE THIS SKILL when building, testing, or deploying Managed Deep Agents in LangSmith. Walks a user through their first agent end to end — interviewing them about what they want to build, mapping it onto what MDA can actually do, then scaffolding and deploying it. Covers the file-based project layout; define_deep_agent / defineDeepAgent; instructions, skills, memory, identity, tools, MCP servers, connections, middleware, sandboxes, schedules, channels, and evals; the mda CLI; GitHub deployments; and Context Hub.

Agent workflows9.4k
B
benchmark

Measure performance baselines and detect regressions across browser Core Web Vitals (LCP, INP, CLS, page weight), API endpoint latency percentiles, and build/test feedback times, with before/after comparison stored in git-tracked .ecc/benchmarks JSON. Use when checking page speed, responding to 'it feels slow' reports, verifying launch performance targets, or comparing stack alternatives.

Testing & quality9.4k
S
swiftdata-pro
swiftdata-pro
twostraws / swiftdata-agent-skill

Writes, reviews, and improves SwiftData code using modern APIs and best practices. Use when reading, writing, or reviewing projects that use SwiftData.

Development9.3k
S
shopify-payments-apps
shopify-payments-apps
shopify / shopify-ai-toolkit

The Payments Apps API enables payment providers to integrate their payment solutions with Shopify's checkout

Development9.3k
B
breakdown-plan
breakdown-plan
github / awesome-copilot

Issue planning and automation prompt that generates comprehensive project plans with an Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking

Development9.3k
J
java-refactoring-extract-method
java-refactoring-extract-method
github / awesome-copilot

Refactoring using Extract Methods in Java Language

Development9.3k
F
flutter-implementing-navigation-and-routing
flutter-implementing-navigation-and-routing
flutter / agent-plugins

No description yet

Development9.3k
H
hindsight-docs
hindsight-docs
vectorize-io / hindsight

Complete Hindsight documentation for AI agents. Use this to learn about Hindsight architecture, APIs, configuration, and best practices.

Agent workflows9.3k
H
healthcare-emr-patterns

EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. Use when building EMR or EHR features such as encounter workflows, prescription generation, or clinical data entry UI.

Development9.3k
A
add-educational-comments
add-educational-comments
github / awesome-copilot

Add educational comments to the specified file, or prompt for a file if none is provided

Development9.2k
L
laravel-plugin-discovery

Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.

Development9.2k
B
breakdown-feature-implementation
breakdown-feature-implementation
github / awesome-copilot

Prompt for creating detailed feature implementation plans, following Epoch monorepo structure

Development9.2k
D
dataverse-python-advanced-patterns
dataverse-python-advanced-patterns
github / awesome-copilot

Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques

Data & databases9.2k
U
update-specification
update-specification
github / awesome-copilot

Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.

Development9.2k
R
rust-mcp-server-generator
rust-mcp-server-generator
github / awesome-copilot

Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK

Development9.2k
A
aspnet-minimal-api-openapi
aspnet-minimal-api-openapi
github / awesome-copilot

Create ASP.NET Minimal API endpoints with proper OpenAPI documentation

Development9.2k
G
go-mcp-server-generator
go-mcp-server-generator
github / awesome-copilot

Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

Development9.2k
C
create-llms
create-llms
github / awesome-copilot

Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/

Agent workflows9.2k
S
shopify-pos-ui
shopify-pos-ui
shopify / shopify-ai-toolkit

Build retail point-of-sale applications using Shopify's POS UI components. These components provide a consistent and familiar interface for POS applications. POS UI Extensions also supports scaffolding new POS extensions using Shopify CLI commands. Keywords: POS, Retail, smart grid

Development9.2k
L
langgraph-cli
langgraph-cli
langchain-ai / langchain-skills

INVOKE THIS SKILL when using the langgraph CLI to scaffold, develop, build, or deploy LangGraph applications. Covers langgraph new, dev, build, up, deploy, and langgraph.json configuration.

Development9.1k
D
dart-write-documentation
dart-write-documentation
flutter / agent-plugins

Rules and formatting guidelines for writing Dart /// API documentation and doc comments. Use when documenting Dart code, writing doc comments for any Dart declaration (libraries, classes, methods, variables, etc.), or when instructed to follow the Effective Dart documentation guidelines.

Development9.1k
A
ai-paper-reproduction
ai-paper-reproduction
lllllllama / rigorpilot-skills

README-first research reproduction skills with bounded execution, auditable evidence, and byte-preserving README annotations

Development9.1k
D
dotnet-patterns

Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications. Use when writing or reviewing C# / .NET code, including DI, async, or general conventions

Development9.1k
D
dart-use-primary-constructors
dart-use-primary-constructors
dart-lang / skills

Help users write syntactically and semantically correct primary constructors in Dart, and migrate to or use the new constructor syntax, empty-body semicolon syntax, in-body initializer list syntax, and abbreviated concise constructor syntax.

Development9.1k
H
healthcare-cdss-patterns

Clinical Decision Support System (CDSS) development patterns. Covers drug interaction checks, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows. Use when building clinical decision support, including drug interaction checks, dose validation, clinical scoring, or alert severity assessment

Development9.1k
N
nodejs-keccak256

Prevent Ethereum hashing bugs in JavaScript and TypeScript. Node's sha3-256 is NIST SHA3, not Ethereum Keccak-256, and silently breaks selectors, signatures, storage slots and address derivation. Use when hashing for Ethereum in JavaScript or TypeScript, or when a selector, signature, storage slot or derived address is wrong.

Development9.1k
B
breakdown-epic-pm
breakdown-epic-pm
github / awesome-copilot

Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture specification.

Development9.1k
Q
quasi-coder
quasi-coder
github / awesome-copilot

Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code.

Development9.1k
T
technology-stack-blueprint-generator
technology-stack-blueprint-generator
github / awesome-copilot

Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implementation patterns across multiple platforms (.NET, Java, JavaScript, React, Python). Generates configurable blueprints with version information, licensing details, usage patterns, coding conventions, and visual diagrams. Provides implementation-ready templates and maintains architectural consistency for guided development.

Development9.0k
D
drawio-skill
drawio-skill
agents365-ai / 365-skills

Create, edit, synchronize, inspect, test, and publish editable draw.io diagrams. Use when the user explicitly requests draw.io/diagrams.net, needs a polished architecture, ERD, UML, sequence, C4, SysML, BPMN, network, swimlane, ML, or infrastructure diagram, wants code/IaC/SQL/OpenAPI/AsyncAPI/Protobuf converted into a diagram, or wants an existing diagram queried, reviewed, diffed, restyled, kept in sync, or made interactive. Prefer Mermaid/PlantUML elsewhere when the requested artifact is diagrams-as-code rather than an editable draw.io file.

Design & UI9.0k
G
github-ops

GitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the gh CLI. Use when the user wants to manage GitHub issues, PRs, CI status, releases, contributors, stale items, or any GitHub operational task beyond simple git commands.

Development9.0k
V
vscode-ext-commands
vscode-ext-commands
github / awesome-copilot

Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, libraries and good practices

Development9.0k
F
fluentui-blazor
fluentui-blazor
github / awesome-copilot

Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with “Fluent.” Also use when troubleshooting missing providers, JS interop issues, or theming.

Development9.0k
C
create-technical-spike
create-technical-spike
github / awesome-copilot

Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.

Development9.0k
A
aspire
aspire
github / awesome-copilot

Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application.

Cloud & DevOps9.0k
A
api-connector-builder

Build a new API connector or provider by matching the target repo's existing integration pattern exactly. Use when adding one more integration without inventing a second architecture.

Development9.0k
C
csharp-nunit
csharp-nunit
github / awesome-copilot

Get best practices for NUnit unit testing, including data-driven tests

Testing & quality9.0k
B
breakdown-epic-arch
breakdown-epic-arch
github / awesome-copilot

Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.

Development9.0k
R
remember-interactive-programming
remember-interactive-programming
github / awesome-copilot

A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that has a live REPL that the agent can use. Adapt the prompt with any specific reminders in your workflow and/or workspace.

Agent workflows9.0k
T
typescript-react-reviewer
typescript-react-reviewer
dotneet / claude-code-marketplace

Expert code reviewer for TypeScript + React 19 applications. Use when reviewing React code, identifying anti-patterns, evaluating state management, or assessing code maintainability. Triggers: code review requests, PR reviews, React architecture evaluation, identifying code smells, TypeScript type safety checks, useEffect abuse detection, state management review.

Testing & quality9.0k
C
code-tour

Create CodeTour `.tour` files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture walkthroughs, PR tours, RCA tours, and structured "explain how this works" requests. Use when the user asks for a code tour, onboarding walkthrough, PR tour, or an explanation of how a subsystem works.

Development9.0k
G
github-copilot-starter
github-copilot-starter
github / awesome-copilot

Set up complete GitHub Copilot configuration for a new project based on technology stack

Agent workflows8.9k
R
repo-story-time
repo-story-time
github / awesome-copilot

Generate a comprehensive repository summary and narrative story from commit history

Development8.9k
C
copilot-instructions-blueprint-generator
copilot-instructions-blueprint-generator
github / awesome-copilot

Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.

Agent workflows8.9k
C
create-github-issues-for-unmet-specification-requirements
create-github-issues-for-unmet-specification-requirements
github / awesome-copilot

Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template

Development8.9k
C
create-github-pull-request-from-specification
create-github-pull-request-from-specification
github / awesome-copilot

Create GitHub Pull Request for feature request from specification file using pull_request_template.md template.

Development8.9k
F
flutter-testing-apps
flutter-testing-apps
flutter / agent-plugins

No description yet

Testing & quality8.9k
A
azure-static-web-apps
azure-static-web-apps
github / awesome-copilot

Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps.

Cloud & DevOps8.9k
T
terminal-ops

Evidence-first repo execution workflow for ECC. Use when the user wants a command run, a repo checked, a CI failure debugged, or a narrow fix pushed with exact proof of what was executed and verified.

Development8.9k
P
product-capability

Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and unresolved decisions before multi-service work starts. Use when the user needs an ECC-native PRD-to-SRS lane instead of vague planning prose.

Development8.9k
901–960 of 37,030

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.