How real projects brief GitHub Copilot, from .github/copilot-instructions.md.
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shrecCopilot instructionsshrec/AIWorkHub/.github/copilot-instructions.md
hardcoded constant, and always leaves headroom so a scan cannot starve the interactive MCP server. - Parallelism changes only how fast, never what is measured or produced; results stay identical
tygrysoDeletes or force-pushesCopilot instructionstygryso/hypotree/.github/copilot-instructions.md
data-quality warnings) and the gate decision reference (criteria 1a/1b/2/3/4 with thresholds). ### hypotree@dev — MCP Server Agent Instructions **hypotree** is a persistent hypothesis-DAG orchestrator. It remembers what
caiowilsonCopilot instructionscaiowilson/MCP-memento/.github/copilot-instructions.md
search`). ## Project architecture (big picture) - Entrypoint is [cmd/server/server.go](cmd/server/server.go#L1): `app.Run()` wires up the MCP server. - The MCP server lives in [internal/mcp/server.go](internal/mcp/server.go#L1): JSON-RPC over stdio, tool registry
dryvistCopilot instructionsdryvist/nix-ai/.github/copilot-instructions.md
Repository Purpose nix-ai is an AI CLI ecosystem (Claude Code, Antigravity, Codex, Copilot, MCP servers, MLX inference) delivered as Nix home-manager modules. It exports modules consumed
fritzprixReads credentialsCopilot 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
MicrosoftReads credentialsCopilot instructionsmicrosoft-foundry/build-2026-demos/agent-tools-and-integrations/toolbox-fibey-demo/.github/copilot-instructions.md
uvicorn fibey.gateway.api_server:app --reload --port 8080 # Agent CLI only uv run python -m fibey.agent.main # Frontend only cd ui && npm run dev # Inventory MCP cd services/inventory-mcp && uv sync
suryastCopilot instructionssuryast/indonesia-civic-stack/.github/copilot-instructions.md
scraper.py` — fetch() and search() functions - `normalizer.py` — raw HTML/JSON → dict transformations - `router.py` — FastAPI routes - `server.py` — MCP server using CivicStackMCPBase - `app.py` — FastAPI app - `README.md` — module docs See `AGENTS.md` for full architecture guide
katalon-labsCopilot instructionskatalon-labs/true-skills/.github/copilot-instructions.md
project. - `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
marktishamReads credentialsCopilot 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
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
bocanReads credentialsCopilot 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
ghighi3fReads credentialsCopilot 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
h0rn3tCopilot instructionsh0rn3t/graft/.github/copilot-instructions.md
multi-repo workspace, hits carry `[scope/]` labels; narrow with `--in /`. With the graft MCP server connected, the same tools are `graft_find_code`, `graft_find_all`, `graft_file_api`, `graft
MadaBurnsReads credentialsCopilot instructionsMadaBurns/bv-mcp/.github/copilot-instructions.md
build - Build subpackage: npm -w packages/dns-checks run build - Run local Worker dev server: npx wrangler dev - Run tests (Workers runtime): npm test - Run subpackage tests: npm -w packages/dns-checks run test
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
MicrosoftReads credentialsCopilot 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
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
realtydevReads credentialsCopilot instructionsrealtydev/omada-mcp/.github/copilot-instructions.md
Link Omada MCP Server - Developer Instructions ## Repository Purpose This project implements a Model Context Protocol (MCP) server that exposes TP-Link Omada controller APIs. The server is written in TypeScript/Node.js
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
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.
