Explore MCP Servers & Agent Skills

io.github.github/awesome-copilot/multi-stage-dockerfile

Create optimized multi-stage Dockerfiles for any language or framework

io.github.github/awesome-copilot/javascript-typescript-jest

Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.

io.github.github/awesome-copilot/next-intl-add-language

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

io.github.github/awesome-copilot/code-exemplars-blueprint-generator

Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams.

io.github.github/awesome-copilot/sql-optimization

Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.

io.github.github/awesome-copilot/refactor-method-complexity-reduce

Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.

io.github.github/awesome-copilot/dotnet-design-pattern-review

Review the C#/.NET code for design pattern implementation and suggest improvements.

io.github.github/awesome-copilot/review-and-refactor

Review and refactor code in your project according to defined instructions

io.github.github/awesome-copilot/git-flow-branch-creator

Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.

io.github.github/awesome-copilot/suggest-awesome-github-copilot-skills

Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates.

io.github.github/awesome-copilot/create-github-action-workflow-specification

Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.

io.github.github/awesome-copilot/create-github-issue-feature-from-specification

Create GitHub Issue for feature request from specification file using feature_request.yml template.

io.github.github/awesome-copilot/create-github-issues-feature-from-implementation-plan

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

io.github.github/awesome-copilot/create-github-issues-for-unmet-specification-requirements

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

io.github.github/awesome-copilot/suggest-awesome-github-copilot-agents

Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this repository, and identifying outdated agents that need updates.

io.github.github/awesome-copilot/suggest-awesome-github-copilot-instructions

Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.

io.github.github/awesome-copilot/mcp-deploy-manage-agents

Skill converted from mcp-deploy-manage-agents.prompt.md

io.github.github/awesome-copilot/mcp-create-declarative-agent

Skill converted from mcp-create-declarative-agent.prompt.md

io.github.github/awesome-copilot/mcp-copilot-studio-server-generator

Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support

io.github.github/awesome-copilot/mcp-create-adaptive-cards

Skill converted from mcp-create-adaptive-cards.prompt.md

io.github.microsoft/skills/frontend-design-review

Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance. Evaluates using three pillars: frictionless insight-to-action, quality craft, and trustworthy building. USE FOR: PR reviews, design reviews, accessibility audits, design system compliance checks, creative frontend design, UI code review, component reviews, responsive design checks, theme testing, and creating memorable UI. DO NOT USE FOR: Backend API reviews, database schema reviews, infrastructure or DevOps work, pure business logic without UI, or non-frontend code.

io.github.anthropics/knowledge-work-plugins/system-design

Design systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "what's the right architecture for", or when the user needs help with API design, data modeling, or service boundaries.