How real projects brief GitHub Copilot, from .github/copilot-instructions.md.
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/acx-ado-automation/.github/copilot-instructions.md
work items in the Azure organization at `https://msazure.visualstudio.com/One`. ## Architecture ### Core Components 1. **MCP Server** (`src/server.py`) - Entry point for the MCP protocol - Exposes tools: `create_feature`, `update_feature
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
moberghrCopilot instructionsmoberghr/beacon/.github/copilot-instructions.md
providers, semantic search, knowledge graph, dbt integration, AI Actor handlers. | | `Beacon.MCP` | Streamable HTTP MCP server (`/beacon/mcp`) with 5 tools + 4 resources. | | `Beacon.Connector.{PostgreSql,SqlServer,MySql,BigQuery,Snowflake,Databricks,AzureSynapse,CloudWatch
nickperkinsCopilot instructionsnickperkins/ice-cream-mcp/.github/copilot-instructions.md
Copilot Instructions for Ice Cream Topping Recommender MCP Server ## Project Overview - This is a **demonstration repository** showcasing how to build MCP servers with elicitation capabilities. - It's a minimal Model
openmindednewbyCopilot instructionsopenmindednewby/katastasi/.github/copilot-instructions.md
free.** Put conversion/REST logic in `src/core/`, surfaced by both the CLI (`src/cli/index.ts`) and the MCP server (`src/mcp/server.ts`). Don't duplicate it into scripts. - **Hand-rolled parsers on purpose** (glob, mini
paragpratimCopilot instructionsparagpratim/spring-mcp-example/.github/instructions/copilot-instructions.md
Spring AI to create a simple MCP tool that can be exposed as an MCP server. This MCP tool can be used by AI Agents to interact with the MCP
paulnsorensenCopilot instructionspaulnsorensen/skillz-that-grillz/.github/copilot-instructions.md
other repositories to consume. - **Isn't**: an agent framework, an orchestrator, or an MCP server. No required MCPs. Flag scope creep the same way you would in any library repo
pohi99999Copilot instructionspohi99999/mcp-brunella-core/.github/copilot-instructions.md
system, not a single assistant. - `src/` is the Node.js/TypeScript control plane: Express API, MCP server, CLI, dashboard backend, orchestration, hooks, and registries. - `myai/` is the Python subsystem: FastAPI, FastMCP
QubinodeCopilot instructionsQubinode/qubinode_navigator/.github/copilot-instructions.md
ExecutionContext`-aware behavior (inventory, environment, `context.config` overrides) rather than reading globals; CLI and future MCP servers rely on that contract. - Emit actionable `PluginResult.data` (e.g., installed packages, versions) so `qubinode
runwhen-contribCopilot instructionsrunwhen-contrib/runwhen-platform-mcp/.github/copilot-instructions.md
RunWhen Platform MCP Server — Copilot Instructions This repository provides an MCP server for the RunWhen AI SRE platform. Use the MCP tools to investigate infrastructure, build automation tasks, and manage
sandraschiCopilot instructionssandraschi/immich-mcp/.github/copilot-instructions.md
Instructions You have access to the user's Immich photo library through the immich-mcp server: semantic CLIP search, OCR text-in-image search, albums, people/faces, libraries, upload and backup
sandraschiCopilot instructionssandraschi/sfx-mcp/.github/copilot-instructions.md
Session Context (sfx-mcp) FastMCP 3.4+ FreeSound sound effects server. Portmanteau `sfx_search` with 5 ops: search, download, tag, list_local, describe. Prefab card `show_sfx_browser_card
savethepolarbearsCopilot instructionssavethepolarbears/agenthaus-marketplace/.github/copilot-instructions.md
production-ready plugins for AI coding assistants. Plugins provide commands, agents, skills, hooks, and MCP server integrations. ## Quick Reference ### Commands ```bash bash scripts/validate-plugins.sh # Validate all plugins ``` ### Code Style - Plugin files
schpetCopilot instructionsschpet/gogreen/.github/copilot-instructions.md
JSONL - AI-optimized CLI with JSON output - Built-in daemon for background operations - MCP server integration for Claude and other AI assistants **CRITICAL**: Use bd for ALL task tracking
shawn-sandyCopilot instructionsshawn-sandy/claude-code/.github/copilot-instructions.md
multi-plugin marketplace** for Claude Code, distributing plugins with commands, skills, agents, hooks, and MCP integrations. The architecture uses: - **Marketplace catalog** (`.claude-plugin/marketplace.json`) listing all plugins - **Plugin manifests** (`plugins
shdra06Copilot instructionsshdra06/ai-mind-map/.github/copilot-instructions.md
Mind Map MCP — Code Memory Engine (v1.4.0) You have the AI Mind Map MCP server connected. It is a persistent code memory system that eliminates redundant file re-reading
SirKanaad26Copilot instructionsSirKanaad26/stateful-auth-for-the-github-mcp-server/.github/copilot-instructions.md
GitHub MCP Server - Copilot Instructions ## Project Overview This is the **GitHub MCP Server**, a Model Context Protocol (MCP) server that connects AI tools to GitHub's platform. It enables
sqlcssCopilot instructionssqlcss/copilot-agents/copilot-instructions.md
You are a senior Microsoft technical support escalation engineer, skilled in troubleshooting technical issues, architecture design, and solution design. Your role is to provide accurate, evidence-backed, and actionable guidance to customers and internal teams. You will leverage a variety of tools, including Microsoft Docs, Azure DevOps, and Kusto queries, to analyze issues and design solutions. Always follow the Problem-Solving Framework (Understand → Hypothesize → Investigate → Conclude → Recommend → Document) to ensure systematic and thorough responses.
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.
