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Model Context Protocol · By github
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Adds and tests declarative, behavior-defined agentic engines in GitHub Agentic Workflows, touching Go infrastructure only when the declarative model falls short. | github/ | 5.3k | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 2 | Build agentic applications with GitHub Copilot SDK. An agent skill from github/awesome-copilot. | github/ | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | today |
| 3 | Create, update, and manage GitHub issues using MCP tools. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~2.3k | Automated safety check: Pass | MIT | today |
| 4 | Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. | github/ | 40k | 2 repos | ~1k | Automated safety check: Pass | MIT | today |
| 5 | Interactive training for the GitHub Copilot CLI. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~517 | Automated safety check: Pass | MIT | today |
| 6 | Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. | github/ | 40k | 2 repos | ~5k | Automated safety check: Pass | MIT | today |
| 7 | Debug failing Power Automate cloud flows using the FlowStudio MCP server. | github/ | 40k | 2 repos | ~5k | Automated safety check: Pass | MIT | today |
| 8 | Comprehensive guide for configuring and managing GitHub Dependabot. | github/ | 40k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | today |
| 9 | Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. | github/ | 40k | 1 repo | ~3k | Automated safety check: Pass | MIT | today |
| 10 | Power BI semantic modeling assistant for building optimized data models. | github/ | 40k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 11 | Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. | github/ | 40k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | today |
| 12 | Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. | github/ | 40k | 2 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 13 | Pro+ subscription required. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~3.3k | Automated safety check: Pass | MIT | today |
| 14 | Use Copilot Spaces to provide project-specific context to conversations. | github/ | 40k | 1 repo | ~2.2k | Automated safety check: Pass | MIT | today |
| 15 | Interface for MCP (Model Context Protocol) servers via CLI. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~633 | Automated safety check: Pass | MIT | today |
| 16 | Interactive onboarding tour for the context-matic MCP server. | github/ | 40k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | today |
| 17 | Process media files (video, audio, images, documents) using Transloadit. | github/ | 40k | 1 repo | ~1.3k | Automated safety check: Pass | MIT | today |
| 18 | Internal gh-aw architecture: validation system design, safe output message patterns, schema validation, YAML compatibility notes, and MCP logs guardrail. | github/ | 5.3k | — | ~4.5k | Automated safety check: Pass | MIT | today |
| 19 | Reference for GitHub MCP server tools, methods, and usage patterns. | github/ | 5.3k | — | ~4.8k | Automated safety check: Pass | MIT | today |
| 20 | Implement secret-safe HTTP headers for MCP transport in gh-aw. | github/ | 5.3k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 21 | Run and integrate Skillz MCP server with Docker for skill execution. | github/ | 5.3k | — | ~905 | Automated safety check: Pass | MIT | today |
| 22 | Stop coding agents from shipping generic UI. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~811 | Automated safety check: Pass | MIT | today |
| 23 | Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via listskills / toolsearch, and oversized-response handling. | github/ | 40k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | today |
| 24 | Skill converted from mcp-create-declarative-agent.prompt.md. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~2k | Automated safety check: Notes | MIT | today |
| 25 | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. | github/ | 40k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | today |
| 26 | Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk. | github/ | 40k | 1 repo | ~1.8k | Automated safety check: Pass | MIT | today |
| 27 | Discovers and integrates third-party APIs using the context-matic MCP server. | github/ | 40k | 1 repo | ~1.6k | Automated safety check: Notes | MIT | today |
| 28 | Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library. | github/ | 40k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | today |
| 29 | Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support | github/ | 40k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | today |
| 30 | Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK | github/ | 40k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | today |
| 31 | Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation | github/ | 40k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | today |
| 32 | Generate a complete MCP server project in Python with tools, resources, and proper configuration | github/ | 40k | 1 repo | ~990 | Automated safety check: Pass | MIT | today |
| 33 | Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem. | github/ | 40k | 1 repo | ~3.6k | Automated safety check: Pass | MIT | today |
| 34 | Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK | github/ | 40k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | today |
| 35 | Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package. | github/ | 40k | 1 repo | ~4.4k | Automated safety check: Pass | MIT | today |
| 36 | Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries. | github/ | 40k | 1 repo | ~3.1k | Automated safety check: Pass | MIT | today |
| 37 | Operate safely and efficiently inside a gh-aw workflow with a restricted tools/bash allowlist, and correctly triage tool-denial events before they exhaust the session's denial budget. | github/ | 5.3k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 38 | Build Model Context Protocol (MCP) servers in C/.NET against the current ModelContextProtocol 2.x NuGet packages. | github/ | 40k | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 39 | Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration. | github/ | 40k | 1 repo | ~5.5k | Automated safety check: Pass | MIT | today |
| 40 | Skill converted from mcp-create-adaptive-cards.prompt.md. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~3.1k | Automated safety check: Pass | MIT | today |
| 41 | Skill converted from mcp-deploy-manage-agents.prompt.md. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | today |
| 42 | Route gh-aw design, creation, diagnosis, patching, active debugging, and upgrade requests to the right strategies. | github/ | 5.3k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 43 | A skill your agent uses when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, assessing impact, auditing dead… | github/ | 40k | — | ~4k | Automated safety check: Pass | MIT | today |
| 44 | Verify an MCP server before release by exercising a real protocol session, comparing runtime capabilities with source and documentation, testing failure paths, and recording reproducible evidence. | github/ | 40k | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 45 | Audit MCP (Model Context Protocol) server configurations for security issues. | github/ | 40k | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 46 | Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations. | github/ | 40k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | today |
| 47 | When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege… | github/ | 40k | 2 repos | ~246 | Automated safety check: Pass | MIT | today |
| 48 | Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements. | github/ | 40k | — | ~2.5k | Automated safety check: Pass | MIT | today |
