How real projects configure their agents

3,700 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
jg-valdes/claude-architect-prep CCA-F exam prep with Claude Code as your study coach. Notes for all 5 domains, exam-style 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 16 tok
Reedboot/Triage-Saurus Security Triage using AI 5 Claude Code, Codex, GitHub Copilot, OpenCode 13 68 tok
Achimios/ObsidianVaults_V3 Rebuilding the architecture: distributed layered CONTEXT and LEARNINGS, local AGENTS, SKIL 5 Claude Code, Codex, GitHub Copilot, OpenCode 15 3,395 tok
s1366560/agi-demos 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 7,115 tok
spivx/devcontext devcontext.xyz Developer-focused project for creating and evolving AI context & productivity tools 5 GitHub Copilot 1 101 tok
victorfrye/dotfiles ⚙️ My Windows dotfiles for quick machine setup 5 Codex, GitHub Copilot, OpenCode 2 3,845 tok
Maxim-Mazurok/route-aware-fuel-finder 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 761 tok
stden/pythorust_tg 5 Claude Code, Codex, GitHub Copilot, OpenCode 13 5,747 tok
VolvoxCommunity/sobers sobers.app Sponsor-sponsee accountability app for people in 12-step recovery programs 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,831 tok
jketreno/clare CLARE — AI-Assisted Development Framework 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 28 6,473 tok
ChenyCHENYU/wl-skills-design A Skills package ecosystem for detailed product design, covering requirements design (flow 5 GitHub Copilot, Kiro 2 2,358 tok
ChenyCHENYU/wl-skills-kit A page-generation Skill package distilled from real project scenarios, with template refer 5 GitHub Copilot 1 910 tok
hatefsystems/search-engine-core hatef.ir Our mission is to forge a more open, reliable, and user-focused future for internet search 5 Codex, GitHub Copilot, OpenCode 13 5,230 tok
m3taz-ahmed/ai-globals Global AI rules and tech stack definitions 5 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 10 9,288 tok
jamditis/prompt-engineering-journalists mooc.amditis.tech Advanced prompt engineering for journalists: A 4-week MOOC moving from chat interfaces to 5 Claude Code, GitHub Copilot 2 6,727 tok
projectbluefin/bluefin-mcp An MCP server for interacting with Bluefin from your agent client 5 Codex, GitHub Copilot, OpenCode 2 1,778 tok
etugrand/bigcommerce-api-mcp BigCommerce MCP Server 5 Claude Code, GitHub Copilot 2 92 tok
ragdollKB/taskNote-bridge-mcp TaskNote Bridge - MCP Server for Things 3 and Apple Notes integration 5 GitHub Copilot 1 1,339 tok
AFET-TEAM/agent-delegation Copilot agent delegation yapısının proje reposudur. 5 Claude Code, GitHub Copilot 5 5,050 tok
slashwhy/super-todo 5 Claude Code, Codex, GitHub Copilot, OpenCode 61 10,775 tok
wptrainingteam/wp-mcp-server-demo Implements a basic MCP server using Abilities API and the MCP Adapter 5 GitHub Copilot 1 1,740 tok
zloether/serverless-mcp-server Template for a serverless MCP server 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 1,779 tok
prizmPrograms/excel-mcp-server An MCP server for operating Excel VBA in a Windows environment 5 GitHub Copilot 1 1,446 tok
rocari/clickup-mcp-server A Model Context Protocol (MCP) server that provides tools for interacting with the ClickUp 5 GitHub Copilot 1 1,061 tok
roaming-panda-llc/sequence-mcp MCP server for the Sequence Banking API 5 Claude Code, GitHub Copilot 2 740 tok
ymm-oss/try-and-learn-figma-mcp-server-book book.mynavi.jp A repository containing the sample code and design files for the book “Learn by Doing: Fig 5 GitHub Copilot 1 3,761 tok
kulesh/recurgent Recursive agents as skills for model harnesses 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,384 tok
microsoft/Build26-DEM351-ai-skills-navigator-accelerate-tech-skills-with-personalized-learning build.microsoft.com Demo resources for AI Skills Navigator — personalized, role-aligned learning paths combini 5 Codex, GitHub Copilot, OpenCode 2 1,032 tok
ansyeow/skills-build-applications-w-copilot-agent-mode Exercise: Build applications with GitHub Copilot agent mode 5 GitHub Copilot 3 1,090 tok
lksnext-ai-lab/spec-kit-template Plantilla para especificaciones técnicas en Markdown con agentes/skills Copilot 5 Claude Code, Codex, GitHub Copilot 29 3,565 tok
sevir/mycommandmcp A useful MCP server that converts cli system commands into MCP tools 5 GitHub Copilot 1 419 tok
mrlarson2007/copilot-tdd-harness A GitHub Copilot TDD harness that enforces RED→GREEN→COMMIT→REFACTOR workflow using native 5 Claude Code, Codex, GitHub Copilot 14 385 tok
devbyray/github-copilot-starter GitHub Copilot Starter is a template repository for teams and organizations who want to st 5 GitHub Copilot 9 3,991 tok
jlantz/copilot-instructions-project-structure Automate JS/Python project structure markdown reports for GitHub Copilot Instructions via 5 GitHub Copilot 1 856 tok
tatat/agents-playground tatat.github.io 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 349 tok
codenjoyme/copilot-mcp-langchain 5 GitHub Copilot 1 56 tok
Azure-Samples/remote-mcp-webapp-node 5 GitHub Copilot 1 329 tok
tannerpace/mcp-oracle-database 5 GitHub Copilot 4 2,859 tok
harunraseed07/ADC_MCP_Project 5 GitHub Copilot 1 191 tok
humanity4ai/project_human humanity4ai.github.io 9 humanity skills for AI agents — crisis detection, WCAG audits, empathy, cultural sensiti 5 Codex, GitHub Copilot, OpenCode 2 3,112 tok
jonnybottles/patch-tuesday-mcp pypi.org MCP server for Microsoft Patch Tuesday - query MSRC security updates, CVEs, and KBs with E 5 Claude Code, GitHub Copilot 2 10,790 tok
LiHongwei-cn/lihongwei-cn lihongwei-cn.github.io MUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modu 5 Claude Code, GitHub Copilot 2 3,995 tok
fabioc-aloha/Alex_Skill_Mall Curated GitHub Copilot plugin marketplace: 363 installable plugins plus a trust-scored dis 5 GitHub Copilot 10 11,556 tok
natnew/Awesome-Agentic-Engineering natnew.github.io A curated map of agentic AI systems — covering architectures, frameworks, memory, evaluati 5 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,303 tok
TechSpokes/skill-base-template Skill template for AI agents 5 Codex, GitHub Copilot, OpenCode 4 1,892 tok
zircote-plugins/documentation-review Claude Code plugin for comprehensive documentation management — review, create, update, an 5 GitHub Copilot 1 272 tok
Jessinra/Lorekeeper jessinra.github.io Self-improving memory for AI agents 5 Claude Code, GitHub Copilot 10 7,994 tok
sandraschi/jellyfin-mcp Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Cla 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 737 tok
Scaffoldic/agentforge-graph pypi.org Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,309 tok
Driftya/code-meridian driftya.com Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase cont 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,205 tok