How real projects configure their agents

43,750 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725

All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83

Project Stars Configures Files Always loaded
jrobelia/inventree-plugin-ai-toolkit Development toolkit for creating InvenTree plugins with GitHub Copilot integration. Includ 1 Claude Code, Codex, OpenCode 1 1,210 tok
eikonoikari1/skillport Skill for translating AI coding skills across Claude Code, Cursor, Codex, OpenClaw, Copilo 1 Codex, OpenCode 1 586 tok
gideonagbavor8/curriculumcraft-ai curriculumcraft-ai.vercel.app CurriculumCraft AI — An AI-powered instructional design platform that helps Ghanaian JHS t 1 Claude Code, Codex, OpenCode 2 79 tok
stefaniuk/loadout 🤖 A curated, specification-first library of copy-ready prompts, instruction packs, skills 1 GitHub Copilot 15 91,805 tok
Tomatio13/software-checker-mcp 1 Cursor 1 1,220 tok
stevesimpson418/todoist-mcp-server A local MCP server for Todoist — task management integration for Claude 1 Claude Code 1 889 tok
gregpriday/ask-google-mcp 1 Claude Code 2 2,380 tok
gitcad-xyz/gitcad gitcad.xyz Agent-first, headless, git-native CAD 1 Claude Code 1 1,285 tok
runwhen-contrib/runwhen-platform-mcp runwhen.com RunWhen Platform MCP Server 1 Codex, GitHub Copilot, OpenCode 2 3,112 tok
ephrin/openapi-mcp-bridge npmjs.com Transform OpenAPI definitions into MCP (Model Context Protocol) tools for seamless LLM-API 1 Claude Code 1 1,235 tok
armandojaleo/hipercampo Living, local-first memory for Claude built on hypervectors (VSA) — surprise-gated writing 1 Claude Code, Codex, OpenCode 4 407 tok
ZapSign/api-mcp MCP node server for API 1 Claude Code, Codex, Cursor, OpenCode 4 2,624 tok
nunosoarescsw/copilot-agentic-workshop A full-day, self-paced workshop to build agentic AI workflows with GitHub Copilot — Instru 1 Claude Code, Codex, GitHub Copilot 8 1,955 tok
adrianwedd/rlm-mcp modelcontextprotocol.io MCP server implementing Recursive Language Model pattern for processing arbitrarily long c 1 Claude Code 1 6,967 tok
13624725933/agent-rulescope 13624725933.github.io See exactly which instructions your coding agent inherits. Scan AGENTS.md, CLAUDE.md, Curs 1 Codex, OpenCode 1 83 tok
hkopenai/hk-environment-mcp-server This is an MCP server that provides access to government environment data through a FastMC 1 Gemini CLI 1 76 tok
osinfra-io/pt-arche-ai-context osinfra.io Centralized AI context and GitHub Copilot instructions for the pt-arche team. 1 GitHub Copilot 2 426 tok
AI-Solutions-KK/drawio-ai-copilot AI-Diagram Generater : AI Copilot for draw.io that draw any diagrams even most complex dia 1 Claude Code 1 1,526 tok
ChiliJoe/apex-copilot-workspace-template Starter workspace and workflow template for AI-assisted Oracle APEX development. Includes 1 GitHub Copilot 3 2,417 tok
Tawe/AI-CLI-Memory-Sync-Repo Maintain one canonical AI instructions file (INSTRUCTIONS.md) and sync it to tool-specific 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,196 tok
osinfra-io/pt-corpus-ai-context osinfra.io Centralized AI context and GitHub Copilot instructions for the pt-corpus team. 1 GitHub Copilot 2 79 tok
osinfra-io/pt-ekklesia-ai-context osinfra.io Centralized AI context and GitHub Copilot instructions for the pt-ekklesia team. 1 GitHub Copilot 2 97 tok
mordilion/ai-instructions-and-prompts Universal AI coding assistant configuration. Interactive setup wizard generates consistent 1 Claude Code, GitHub Copilot 2 4,239 tok
CraigWilsonOZ/GitHub-CoPilot-BaseRepo Base template for Python + Terraform projects using the OpenAI Agents SDK (GPT-5.2) with G 1 GitHub Copilot 14 13,244 tok
hsr88/scavi scavi.cc Context linter for AI coding agents. Detects stale, conflicting, and incorrect instruction 1 Codex, OpenCode 1 1,830 tok
blitznihar/task-tracker-copilot-md Sample application best practices for using instruction files, prompt files and agent md f 1 Codex, GitHub Copilot, OpenCode 6 3,151 tok
Sanmu-27/repo2agent npmjs.com ESLint for AI coding agents: generate AGENTS.md, CLAUDE.md, Cursor rules, Copilot instruct 1 Claude Code, Codex, GitHub Copilot, OpenCode 3 930 tok
biswajitpanday/CurrentDT-mcp npmjs.com Real-time date and time access for AI assistants via Model Context Protocol (MCP) 1 Claude Code 3 1,650 tok
osinfra-io/pt-pneuma-ai-context osinfra.io Centralized AI context and GitHub Copilot instructions for the pt-pneuma team. 1 GitHub Copilot 2 110 tok
juliusoh/copilot-superpowers-kit GitHub Copilot custom instructions + reusable /prompt files porting a brainstorm->plan->TD 1 GitHub Copilot 1 339 tok
osinfra-io/pt-logos-ai-context osinfra.io Centralized AI context and GitHub Copilot instructions for the pt-logos team. 1 GitHub Copilot 2 80 tok
osinfra-io/pt-techne-ai-context osinfra.io Centralized AI context and GitHub Copilot instructions for the pt-techne team. 1 GitHub Copilot 2 341 tok
bwyatt/editor-customizations Repository to hold reusable VS Code customizations (settings, copilot instructions, Claude 1 GitHub Copilot 5 7,037 tok
osinfra-io/pt-ai-context osinfra.io Centralized AI context and GitHub Copilot instructions shared across all platform grouping 1 GitHub Copilot 2 4,703 tok
martinstofko219/agentic-design-toolkit Reusable AI skills and instructions for design workflows, built for GitHub Copilot and Cla 1 Claude Code, GitHub Copilot 2 2,216 tok
Uky0Yang/agent-rules-lint pypi.org Lint AGENTS.md, CLAUDE.md, Cursor rules, and Copilot instructions for safer AI coding agen 1 Codex, OpenCode 1 165 tok
mychalwhorn1234-bit/aes-128-decryption-tool A minimal TypeScript Node project for AES-128 decryption with Copilot instructions and tes 1 GitHub Copilot 1 644 tok
zzz030981-max/agent-context-lens DevTools for AI coding instructions: trace effective context across Codex, Claude Code, Cu 1 Claude Code, Codex, GitHub Copilot, OpenCode 3 198 tok
hydershah/nextjs-ai-template AI-optimized web dev template with auto-routing Claude Code sub-agents, GitHub Copilot & O 1 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,049 tok
tomerkarp/typst-tmpl Native Rust CLI to scaffold Hebrew Typst academic homework projects — fonts, skills, and C 1 GitHub Copilot 1 830 tok
lalrow/copilot-java-sample Enterprise Spring Boot 3 / Java 21 sample project with GitHub Copilot instruction files an 1 GitHub Copilot 5 3,958 tok
bluelilyc/aipm A template for agents, instructions, prompts, and skills that can be installed in either g 1 GitHub Copilot 2 1,468 tok
jorgearturoyap-debug/metatrader-5-for-Chatgpt-Desktop link Chatgpt with Metatrader 5, able to execute trading operations and analysis 1 Claude Code 1 4,326 tok
qduc/code-rag An MCP server that add semantic code search to your coding agent 1 Claude Code, Codex, OpenCode 2 1,354 tok
EdibleTuber/mcp-server MCP server for Agentic agents. Originally developed for the Void editor. 1 Claude Code 1 2,677 tok
pvliesdonk/paperless-mcp FastMCP server wrapping the Paperless-NGX REST API 1 Claude Code, Codex, OpenCode 13 5,886 tok
init-ikuya/mcp-voicevox-server MCP server for VOICEVOX text-to-speech integration with Claude Code 1 Claude Code 1 552 tok
vitron-ai/alethia-mcp vitron.ai MCP bridge for Alethia — the zero-IPC E2E testing framework built for AI agents 1 Claude Code 2 466 tok
mdemyanov/ktalk-mcp MCP server for accessing Kontur Talk (KTalk) recordings, transcripts and summaries 1 Claude Code, Codex 4 2,199 tok
NZenitram/mcp-jira 1 Claude Code 1 296 tok