How real projects brief GitHub Copilot, from .github/copilot-instructions.md.
tobiasosborneCopilot instructionstobiasosborne/polyceph/.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 ## Tech Stack - **Language**: Go 1.21+ - **Storage**: SQLite (internal/storage/sqlite
u9401066Copilot instructionsu9401066/medical-calc-mcp/.github/copilot-instructions.md
Copilot Instructions for Medical Calculator MCP > Medical Calculator MCP Server - 醫學計算工具 MCP 伺服器 > 為 AI Agent 提供經過驗證的醫學計算工具 ## 📊 專案概況 | 指標 | 數值 | |------|------| | **計算器數量** | 151 (涵蓋 31 個專科) | | **Unified MCP Tools
aidesignblueprintCopilot instructionsaidesignblueprint/integrations/github-copilot/copilot-instructions.md
Copilot coding agent supports MCP **tools** only: resources and prompts are not supported. Remote MCP servers require OAuth authentication; the Blueprint public endpoint needs no API key, sign
Ask-812Copilot instructionsAsk-812/oswright/.github/copilot-instructions.md
Working on OSWright Windows desktop automation as an MCP server. The differentiator is the perception layer: it keeps a model of the screen between actions and re-reads only what
comparedgeCopilot instructionscomparedge/mcp-server-comparedge/.github/copilot-instructions.md
ComparEdge MCP Server — Copilot Instructions This repository contains the ComparEdge MCP server (`@comparedge/mcp-server`). ## What this server does Provides structured access to verified SaaS and AI tool data: - Pricing plans
Doucs91Copilot instructionsDoucs91/hivelore/.github/copilot-instructions.md
bypass it. ### MCP first (default — never optional unless the developer says so) The **haive** MCP server must be enabled in your client. Until it is unavailable (misconfiguration report
hahuyhungdevCopilot instructionshahuyhungdev/ai-coding-config/.github/copilot-instructions.md
next safe diagnostic path instead of continuing to loop. ## 3. MCP & Tools Integration - **MCP Server Discovery & Management**: Core servers (`playwright`, `context7`, `memory`, `sequential-thinking`) are enabled by default for frontend/documentation
jackfioru92Copilot instructionsjackfioru92/mcp-aruba-email/.github/copilot-instructions.md
MCP SDK - imaplib (IMAP client) - email library (email parsing) ## Project Structure - `src/mcp_aruba/server.py` - Main MCP server - `src/mcp_aruba/email_client.py` - IMAP email client - `pyproject.toml` - Python dependencies - `.env` - Email credentials (gitignored) ## Development Guidelines - Use type
JonasKlimtCopilot instructionsJonasKlimt/ie_mcp/.github/copilot-instructions.md
instructions apply whenever you are working in this repository or using the **ie-mcp** MCP server from any workspace. --- ## Automatic ie-mcp usage for tracked packages If the user asks
jonathan-vellaCopilot instructionsjonathan-vella/bmit-2026/.github/copilot-instructions.md
Canonical entity counts from count-manifest.json | | `docs-writer` | Documentation generation | | `drawio` | Azure architecture diagrams via MCP server (700+ Azure icons, batch creation, transactional mode) | | `entra-app-registration` | Microsoft Entra
maxgfrCopilot instructionsmaxgfr/conforme/.github/copilot-instructions.md
user-level `cordis.patch.yml` plugin entry under `$DSH_HOME`; nothing project-scoped is generated | | Codex | `[mcp_servers. ]` (inside `.codex/config.toml`) | TOML; atomic merge preserves unrelated settings, comments, target-only servers, and Codex
MCLifeLeaderCopilot instructionsMCLifeLeader/seq-mcp/.github/copilot-instructions.md
Copilot Instructions for seq-mcp This repository is dedicated to building a Dockerized MCP server that provides AI agents (for example Codex and Copilot) with controlled access to Datalust
nickdesiCopilot instructionsnickdesi/FFBB-MCP-Server/.github/copilot-instructions.md
FFBB MCP Server — Copilot Instructions ## Project Python MCP (Model Context Protocol) server exposing French basketball federation (FFBB) data. Built with `mcp[cli]`, `uvicorn`, `starlette`, `cachetools`, `ffbb-data-client`. ## Stack - **Package
ssdeanxCopilot instructionsssdeanx/ssd-ai/.github/copilot-instructions.md
mcp] # GitHub Copilot instructions — ssd-ai (byterover MCP) **Elevator pitch:** A TypeScript/Node.js collection of MCP server components and AI-assistant tools (memory, prompt, reasoning). Designed for testable, small utilities
AceDataCloudCopilot instructionsAceDataCloud/MCPs/.github/copilot-instructions.md
Copilot Sync Instructions for AceDataCloud MCPs ## Repository Structure This is a monorepo with one MCP server per subdirectory (e.g., `suno/`, `luma/`, `flux/`). Each subdirectory contains a standalone Python MCP server
aforbcoCopilot instructionsaforbco/mcp-atlassian-user/.github/copilot-instructions.md
MCP Atlassian - Development Guide Model Context Protocol (MCP) server for Atlassian products (Jira & Confluence). Python ≥3.10. ## Build, Test, and Lint **Dependencies**: ```bash uv sync --frozen --all-extras --dev # Install
amanasmueiCopilot instructionsamanasmuei/amem/.github/copilot-instructions.md
TypeScript compiler (`strict: true`) is the primary safety net. ## Architecture amem is an MCP server that gives AI coding tools persistent, searchable memory backed by SQLite. It communicates over stdio
am-spaceCopilot instructionsam-space/own-planner/.github/copilot-instructions.md
repository-wide conventions change. Read the closest nested `AGENTS.md` before changing Infrastructure, MCP tools, the web server, the web client, or documentation; it contains the component's implementation and validation
angrysky56Copilot instructionsangrysky56/mcp_coordinator/.github/copilot-instructions.md
MCP Coordinator – AI Agent Playbook - Mission: an MCP server that turns clients into self-improving coding agents (see [README.md](README.md)). Expect Python-first orchestration plus semantic tool discovery, skills
AnselmooCopilot instructionsAnselmoo/mcp-zen-of-languages/.github/copilot-instructions.md
changes pass the pre-commit checks before claiming completion. ## Architecture Overview This is an MCP server for multi-language code analysis against "zen principles" (idiomatic best practices). Core components: - **server.py
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.
