Burak Kaygusuz
3fb8ae0f2c
* docs(python-mcp-server-generator): rewrite skill for MCP Python SDK v2 - Target MCP Python SDK v2 (MCPServer) and MCP specification 2026-07-28 - Replace FastMCP imports with `from mcp.server import MCPServer` - Rewrite the description with explicit triggers and exclusions - Add the compatibility field (uv, Python 3.10+, npx for the Inspector) - Add a five-step workflow checklist: create, write, test, validate, configure - Pin the SDK with `uv add "mcp[cli]>=2,<3"` and use a flat uv app layout - Add server and in-memory Client test templates - Add a test-fix-retest validation loop with `uv run pytest` - Add a Gotchas section for SDK v1 to v2 changes and deprecated features - Move Streamable HTTP guidance to references/streamable-http.md - Remove generic guidance that the model already knows * docs(python-mcp-server): update instructions for MCP Python SDK v2 - Target MCP Python SDK v2 (MCPServer) and MCP specification 2026-07-28 - Replace FastMCP imports with MCPServer and mcp.server.mcpserver imports - Move transport options from the constructor to run() and streamable_http_app() - Use Resolve and Elicit for user input instead of ctx.elicit() - Use ctx.notify_tools_changed() for list change notifications - Explain ToolError and MCPError behavior for tool failures - Mark sampling, protocol logging, and roots as deprecated - Add transport security, CORS, and multi-worker guidance - Add an in-memory Client test pattern - Rewrite the text in ASD-STE100 Simplified Technical English - Use single-quoted frontmatter values * docs(python-mcp-expert): update agent for MCP Python SDK v2 - Target MCP Python SDK v2 (MCPServer) and MCP specification 2026-07-28 - Replace the retired GPT-4.1 model with GPT-6 Sol - Replace FastMCP guidance with MCPServer guidance - Add guidance for transport options, Resolve and Elicit, and notify_tools_changed() - Explain ToolError and MCPError behavior for tool failures - Mark sampling, protocol logging, and roots as deprecated - Add SDK v1 to v2 migration as a supported scenario - Rewrite the text in ASD-STE100 Simplified Technical English - Use single-quoted frontmatter values * chore(python-mcp-development): update plugin metadata for MCP Python SDK v2 - Remove FastMCP from the plugin description and README - Describe the actual plugin contents: one skill and one agent - Replace the fastmcp keyword with mcp-python-sdk - Bump the plugin version to 2.0.0 - Regenerate marketplace.json and docs/README.plugins.md * fix(python-mcp-server-generator): correct transport security, lifespan, and SSE notes * fix(python-mcp-server): remove invalid structured_output advice and align with skill * fix(python-mcp-expert): add missing SDK v2 rules and remove repeated guidance * fix(python-mcp-expert): remove the retired model from frontmatter * fix(python-mcp-server-generator): state Node.js as the MCP Inspector prerequisite
🤖 Awesome GitHub Copilot
A community-created collection of custom agents, instructions, skills, hooks, workflows, and plugins to supercharge your GitHub Copilot experience.
Tip
Explore the full collection on the website → awesome-copilot.github.com
The website offers full-text search and filtering across hundreds of resources, plus the Learning Hub for guides and tutorials.
Using this collection in an AI agent? A machine-readable
llms.txtis available with structured listings of all agents, instructions, and skills.
📖 Learning Hub
New to GitHub Copilot customization? The Learning Hub on the website offers curated articles, walkthroughs, and reference material — covering everything from core concepts like agents, skills, and instructions to hands-on guides for hooks, agentic workflows, MCP servers, and the Copilot coding agent.
What's in this repo
| Resource | Description | Browse |
|---|---|---|
| 🤖 Agents | Specialized Copilot agents that integrate with MCP servers | All agents → |
| 📋 Instructions | Coding standards applied automatically by file pattern | All instructions → |
| 🎯 Skills | Self-contained folders with instructions and bundled assets | All skills → |
| 🔌 Plugins | Curated bundles of agents and skills for specific workflows | All plugins → |
| 🍳 Cookbook | Copy-paste-ready recipes for working with Copilot APIs | — |
Install a Plugin
For most users, the Awesome Copilot marketplace is already registered in the Copilot CLI/VS Code, so you can install a plugin directly:
copilot plugin install <plugin-name>@awesome-copilot
If you are using an older Copilot CLI version or a custom setup and see an error that the marketplace is unknown, register it once and then install:
copilot plugin marketplace add github/awesome-copilot
copilot plugin install <plugin-name>@awesome-copilot
Contributing
See CONTRIBUTING.md · AGENTS.md for AI agent guidance · Security · Code of Conduct
The customizations here are sourced from third-party developers. Please inspect any agent and its documentation before installing.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
This project follows the all-contributors specification. Contributions of any kind welcome!
📚 Additional Resources
- VS Code Copilot Customization Documentation - Official Microsoft documentation
- GitHub Copilot Chat Documentation - Complete chat feature guide
- VS Code Settings - General VS Code configuration guide
™️ Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.