How real projects brief GitHub Copilot, from .github/copilot-instructions.md.
fritzprixCopilot instructionsfritzprix/libr-agent/.github/copilot-instructions.md
Think-Act-Observe loop managed entirely in Rust backend (`AgentSessionManager`) **MCP Integration Architecture:** - **External MCP Servers**: Stdio/HTTP protocol via `rmcp` library, managed by session-isolated managers - **Builtin MCP Servers**: Native
bitflight-devopsCopilot instructionsbitflight-devops/mcp-json-yaml-toml/.github/copilot-instructions.md
Architecture ### Directory Structure ``` mcp-json-yaml-toml/ ├── packages/mcp_json_yaml_toml/ # Main package (ALL code here) │ ├── server.py # MCP server & tool implementations │ ├── yq_wrapper.py # Binary management & yq execution │ ├── schemas.py # Schema discovery & validation │ ├── lmql_constraints.py # LMQL constraint
bocanCopilot instructionsbocan/codex/.github/copilot-instructions.md
packages: - **Root** (`/`) - Workspace orchestration, shared devDependencies - **Server** (`/server`) - Express REST API on port 3001 + MCP server on port 3002 - **Client** (`/client`) - React SPA on port 3000 (Vite dev server proxies
cortex-worksCopilot instructionscortex-works/cortex-ast/.github/copilot-instructions.md
absolute workspace root path, not a subdirectory. - **Server owners**: configure `--root /absolute/path/to/project` in your MCP server args (or set `CORTEXAST_ROOT` env var). This is the most reliable
ghighi3fCopilot instructionsghighi3f/garmin-grafana-mcp-server/.github/copilot-instructions.md
Copilot Instructions — garmin-grafana-mcp-server ## What this project is This is a **Model Context Protocol (MCP) server** built with **FastMCP** in Python. It reads Garmin health and training data
MadaBurnsCopilot instructionsMadaBurns/bv-mcp/.github/copilot-instructions.md
src/lib/server-version.ts SERVER_VERSION. - Error messages intended for clients must start with safe prefixes (for example: Missing required, Invalid, Domain validation failed, Resource not found). - Rate limiting for MCP should return
magicpro97Copilot instructionsmagicpro97/vibeflow/.github/copilot-instructions.md
verification. - For code navigation (definitions, references, callers, impact): prefer the language-server (LSP) MCP tools first; only fall back to grep/find/read if the others are unavailable. ## VibeFlow commands (use these
marktishamCopilot instructionsmarktisham/LumosTrade/.github/copilot-instructions.md
LumosAI/Agents/LumosAgents/main.py` — agent entrypoint and ADK app. - `LumosAI/Tools/LumosDB/tools.yaml` — tool definitions for the toolbox. - `LumosAI/Tools/LumosTradeTool/src/index.ts` — Node MCP server entrypoint (Streamable HTTP at `/mcp`). - `shell/_invoker.sh` — authoritative list of environment launcher actions and their
MicrosoftCopilot instructionsmicrosoft/purview-dlm-mcp/.github/copilot-instructions.md
Copilot Instructions — Purview DLM Diagnostics MCP Server ## MCP Tool Selection (Runtime Diagnostics) When using the dlm-diagnostics MCP server tools: | User Intent | Tool | Examples | |-------------|------|----------| | Reports a problem or error
rynald0cst0ltziamCopilot instructionsrynald0cst0ltziam/Warden-AI/.github/copilot-instructions.md
Warden — Context Governance and Verification Layer This project uses Warden, an MCP server that manages context across eight layers: code intelligence, context selection, tool output pruning, agent memory, response compression
spuentespCopilot instructionsspuentesp/lain/.github/copilot-instructions.md
LAIN — Codebase Intelligence You have access to the Lain MCP server (tool prefix `mcp__lain__`). Lain indexes the current workspace and exposes tools for structural queries, semantic search, and code
techtalkCopilot instructionstechtalk/ai-readiness-assessment/.github/copilot-instructions.md
commands/ai-readiness-assess.md` nor `skills/ai-readiness-assessment/SKILL.md` may reference, invoke, or depend on any other plugin, skill, agent, MCP server, or external service. The `dependencies` field in `.claude-plugin/plugin.json` must remain absent
tosin2013Copilot instructionstosin2013/documcp/.github/copilot-instructions.md
DocuMCP AI Coding Agent Instructions DocuMCP is an intelligent MCP server for GitHub Pages documentation deployment with 45+ tools, Knowledge Graph memory system, and AST-based code analysis. ## Architecture Essentials
Vasallo94Copilot instructionsVasallo94/obsidian-mcp-server/.github/copilot-instructions.md
built with FastMCP that exposes Obsidian vault operations as tools, resources, and prompts. ``` obsidian-mcp-server/ ├── obsidian_mcp/ │ ├── server.py # Entry point - creates FastMCP instance and registers all modules │ ├── config.py # Pydantic
zfy465914233Copilot instructionszfy465914233/scholar-agent/.github/copilot-instructions.md
Global Instructions ## Project Context This is Scholar Agent — a knowledge flywheel MCP server with an academic paper research pipeline. It combines domain knowledge retrieval, structured research synthesis, and academic paper
chrisribeCopilot instructionschrisribe/simple-memory-mcp/.github/copilot-instructions.md
Simple Memory MCP Server TypeScript MCP server for persistent memory storage with SQLite FTS5. Works as both MCP server and CLI tool. ## Quick Reference ### Build & Test (All operations < 10 seconds
cortex-worksCopilot instructionscortex-works/cortex-works-minimal/.github/copilot-instructions.md
operation and defaults to `{}`. - Never nest `cortex_act_batch_execute` inside itself. - If `cortex_mcp_hot_reload` appears in a batch, it must be the final operation because it restarts
katalon-labsCopilot instructionskatalon-labs/true-skills/.github/copilot-instructions.md
suite. - `true-platform-testing` - Route and run the full 7-stage testing lifecycle. ## Katalon MCP server These workflows depend on the Katalon MCP server. - **VS Code**: `.vscode/mcp.json` (included) defines
MicrosoftCopilot instructionsmicrosoft/AKS-Lab-GitHubCopilot/.github/copilot-instructions.md
GitHubCopilotOptions(model="gpt-5.5", timeout=settings.copilot_timeout_seconds, on_permission_request=_approve_all, mcp_servers={...})`. **Never** import `GitHubCopilotChatClient`, `ChatAgent`, or `MCPStreamableHTTPTool` — they do not exist in this repo's agent
roman10Copilot instructionsroman10/mcode/.github/copilot-instructions.md
individual components. - MCP automation is a first-class surface. `src/devtools/mcp-server.ts` starts the app’s MCP server and registers tool groups from `src/devtools/tools/*`. The integration suites in `tests/suites/*` talk
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.
