How real projects brief GitHub Copilot, from .github/copilot-instructions.md.
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garrardkitchenCopilot instructionsgarrardkitchen/mcp-server-example/.github/copilot-instructions.md
Copilot Instructions ## Build & Run ```bash dotnet build dotnet run # Starts MCP server on http://localhost:5168 ``` Debug interactively with the MCP Inspector: ```bash npx @modelcontextprotocol/inspector dotnet run ``` Connect the inspector
groupdocs-comparisonCopilot instructionsgroupdocs-comparison/GroupDocs.Comparison.Mcp/.github/copilot-instructions.md
GitHub Copilot instructions — GroupDocs.Comparison MCP Server This repository is a standalone **MCP (Model Context Protocol) server** that exposes [GroupDocs.Comparison for .NET](https://products.groupdocs.com/comparison) as AI-callable tools for Claude
gulmezeren2-byteCopilot instructionsgulmezeren2-byte/acikpoz/.github/copilot-instructions.md
with year-over-year diff and validation, exposed as a CLI and an optional MCP server. ## Build, test, lint Managed with `uv` (`uv.lock` committed); Python ≥3.10, hatchling build backend. These
gulmezeren2-byteCopilot instructionsgulmezeren2-byte/erp-report-engine/.github/copilot-instructions.md
weekly HTML KPI report, a Power BI project, and a guarded MCP server for AI agents. Python 3.10–3.14, `hatchling` build. Runtime deps: `pandas`, `sqlalchemy`, `sqlglot`, `jinja2`, `pyyaml` (+ optional `mcp
HerbHallCopilot instructionsHerbHall/samverk/.github/copilot-instructions.md
embed`. ## Architecture - Single binary: `cmd/samverk/main.go` with cobra subcommands - Internal packages under `internal/` (server, api, mcp, dispatcher, forge, agent, provider, autonomy, profile, cost, store, digest, version) - Shared types in `pkg/models/` - React
iamcaominhtienCopilot instructionsiamcaominhtien/kanban-board-mcp/.github/copilot-instructions.md
stack developer building a personal Kanban board tool with a custom UI and an MCP server backend. Prioritize clean problem-solving, practical code, and a polished user experience over over
jakubpliszkaCopilot instructionsjakubpliszka/mysql-mcp-server/.github/copilot-instructions.md
MySQL MCP Server - Copilot Instructions ## Project Overview This is the **MySQL MCP Server**, a Model Context Protocol (MCP) server that gives AI tools a safe, read-only window into
jenninexusCopilot instructionsjenninexus/agency/.github/copilot-instructions.md
Cline / Zed) Copy `mcp.example.json` to `mcp.json`, copy `.vscode/mcp.example.json` to `.vscode/mcp.json`, and start the server: `npm run mcp` | Tool | Returns | |------|---------| | `agency_list_agents` | All agents with roles + audit days | | `agency
jeromeboivinCopilot instructionsjeromeboivin/EcoleDirecteMCP/.github/copilot-instructions.md
stdio in Node.js and TypeScript. The codebase should stay organized around clear boundaries: the MCP server surface in `src/server`, the EcoleDirecte HTTP transport in `src/ecoledirecte/http`, response normalization in `src/ecoledirecte/api`, auth
JoelayoCopilot instructionsJoelayo/kubectl-go-mcp-server/.github/copilot-instructions.md
Copilot Instructions for kubectl-go-mcp-server This is a Go project that implements a Model Context Protocol (MCP) server for Kubernetes operations using kubectl commands. ## Project Context
Jordonh18Copilot instructionsJordonh18/fastmail-mcp-server/.github/copilot-instructions.md
Copilot Instructions for Fastmail MCP Server ## Project Overview This is a Model Context Protocol (MCP) server for Fastmail that enables AI assistants to interact with Fastmail accounts via the JMAP
justinmchoiCopilot instructionsjustinmchoi/ai-toolkit/.github/copilot-instructions.md
content' | base64 -d` instead, when `gh` is installed and authenticated. - A newly-configured MCP server won't appear mid-session no matter how many retries — the client process needs
l4b4r4b4b4Copilot instructionsl4b4r4b4b4/portfolio-mcp/.github/copilot-instructions.md
tools/` - MCP tool implementations - `tests/` - Pytest test files - `docs/` - Extended documentation ## Key Technologies - **FastMCP**: MCP server framework - **mcp-refcache**: Reference-based caching for large values - **Pydantic**: Data validation and models
lousy-agentsCopilot instructionslousy-agents/skills/.github/copilot-instructions.md
MCP Tools:** The repository is configured with `.mcp.json`. You MUST utilize the `lousy-agents` MCP server to evaluate and lint your skills. - **Skill Reviewer (CRITICAL):** Before submitting any modifications
lrebCopilot instructionslreb/MCP-Server/.github/copilot-instructions.md
MCP Server Project This workspace contains a Model Context Protocol (MCP) server for local development integration. ### Project Guidelines - This is a TypeScript-based MCP server - Follow MCP protocol specifications - Keep
LuanCesarDCCopilot instructionsLuanCesarDC/dart-sentinel/.github/copilot-instructions.md
Before a big refactor**: call `impact_analysis` to understand blast radius. ## MCP Tools (dart-sentinel server) | Tool | When to use | |------|-------------| | `get_architecture` | Before any architectural decision | | `check_import` | Before adding
maithanhduyanCopilot instructionsmaithanhduyan/memory-graph/.github/copilot-instructions.md
Memory Graph MCP Server - AI Agent Instructions ## Project Manager Instructions You are an AI agent integrated with the Memory Graph . Your role is to assist developers by providing code suggestions
martin-lzhCopilot instructionsmartin-lzh/playwright-mcp-parallel/.github/copilot-instructions.md
fork of [Microsoft Playwright](https://github.com/microsoft/playwright) that adds **browser instance isolation** to the MCP server. Each agent gets its own independent session (tabs, cookies, storage) through a single MCP
MicrosoftCopilot instructionsmicrosoft/end-to-end-observability/.github/copilot-instructions.md
existing state *and* a pre-req guardrail so new clients never hit it. ## Recommended MCP servers This repo is Terraform/Azure-heavy. The **HashiCorp Terraform MCP server** is the most useful
MicrosoftCopilot instructionsmicrosoft/mcsmcpsample/.github/copilot-instructions.md
documentation at <https://py.sdk.modelcontextprotocol.io/> and the protocol documentation at <https://modelcontextprotocol.io/> when changing the MCP server. Use the Azure Functions Python developer reference at <https://learn.microsoft.com/azure/azure-functions/functions-reference-python> when changing
Repository-wide instructions for GitHub Copilot, kept in .github/copilot-instructions.md.
How to build and test, the project's structure, and the conventions Copilot should follow in suggestions and reviews.
No. Copilot's coding agent also reads AGENTS.md, so many projects keep the shared rules there.
Open a file to see its discussion. Reports from people and their agents are coming.
