How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
brennhill/Kaboom-Browser-AI-Devtools-MCP gokaboom.dev Kaboom AI DevTools — Browser DevTools for AI coding assistants via MCP 67 Claude Code, Codex, OpenCode 3 7,405 tok
PomeloR611/libtv-video-agent LibTV video production Agent: a cross-tool general-purpose Agent that turns storyboards in 67 Codex, OpenCode 1 7,832 tok
seldonframe/seldonframe seldonframe.com Open-source AI front-office factory for agencies serving local businesses: website, bookin 67 Claude Code, Codex, Cursor, OpenCode, Windsurf 22 5,556 tok
oaslananka/easyeda-mcp-pro oaslananka.github.io MCP server for EasyEDA Pro, connecting AI agents to schematic and PCB workflows, controlle 67 Claude Code, Codex, OpenCode 6 1,393 tok
zakariaf/Flutter-Skills zakaria.dev General, reusable Flutter engineering skills for AI coding agents — architecture, Riverpod 67 Codex, OpenCode 1 1,096 tok
LaurentZuijdwijk/agention-marshall Coding agent 66 Codex, OpenCode 1 1,528 tok
f/check-ai Audit any repository for AI-readiness. 66 Claude Code, Codex, OpenCode, Windsurf 3 2,791 tok
ssuixinsuoyu/zede-zero-learning-roadmap Starting from the origin and approaching true knowledge indefinitely. A goal-driven, evide 66 Claude Code, Codex, Gemini CLI, OpenCode 3 365 tok
anchildress1/awesome-github-copilot My ongoing WIP 🏗️ AI prompts, custom agents, skills & instructions - curated by me (and C 66 Codex, GitHub Copilot, OpenCode 2 428 tok
ahmed3elshaer/everything-claude-code-mobile Makes Claude code mobile first 66 Claude Code, Codex, GitHub Copilot, OpenCode 75 629 tok
AlekseiUL/sprut-agent-kit t.me Ready-to-use AI agent with soul, memory, and 23 skills for ClaudeClaw ⚡ 66 Claude Code, Codex, OpenCode 1 1,171 tok
verygoodplugins/mcp-automem automem.ai MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vec 66 Claude Code, Codex, OpenCode 2 10,074 tok
s0vers/next-app-i18n-starter next-app-i18n-starter.vercel.app A humble Next.js 16 starter: Server Components, i18n with middleware, shadcn UI, light/dar 66 Codex, OpenCode 1 1,418 tok
bartholomej/node-csfd-api ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with MCP server 66 Claude Code, Codex, OpenCode 4 932 tok
theo-kirby/cadex cadex.digital an agentic engine for full stack robot creation (CAD, CAM, ML, URDF, etc.) 66 Claude Code, Codex, OpenCode 5 3,898 tok
drpwchen/paper-fetch drpwchen.com Publisher-aware full-text PDF fetcher — DOI in, PDF out via OA → publisher TDM APIs → your 66 Claude Code, Codex, OpenCode 2 4,342 tok
auxten/clickmem Agent memory built on chDB(ClickHouse embedded) 66 Claude Code, Codex, OpenCode 1 1,104 tok
vichhka-git/opencode-shannon-plugin AI Penetration Testing Plugin for OpenCode — Autonomous pentesting with 600+ Kali Linux t 66 Codex, OpenCode 1 1,881 tok
bug-ops/zeph bug-ops.github.io A memory-first AI agent that remembers why decisions were made — not just the last message 66 Codex, GitHub Copilot, OpenCode 5 3,664 tok
pabpereza/kali-mcp AI Agent implementation to automate ethical hacking tasks. Use it with responsibility. 66 Claude Code, Codex, OpenCode 8 3,420 tok
ebibibi/ebi-agent-chat-relay One cockpit for all your coding agents: a web console (plus Discord & Teams) to run Claude 66 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 15 8,545 tok
appautomaton/presentation appautomaton.com A business question goes in. A consulting-grade deck comes out. Four composable skills for 66 Claude Code, Codex, OpenCode 2 1,796 tok
wraps-team/wraps wraps.dev AWS Email, SMS, & CDN, simple. 66 Claude Code, Codex, OpenCode 3 876 tok
PatrykIti/blender-ai-mcp [Project discontinued] Production-shaped MCP server for Blender with goal-first routing, c 66 Codex, OpenCode 1 5,413 tok
quantskills/agent-quantspace AI-native quantitative research framework 66 Claude Code, Codex, OpenCode 2 2,533 tok
RealDealCPA-VR/Iron-Jarvis realdealcpa.ai A local-first AI control plane for orchestrating agents, models, tools, and machines from 66 Claude Code, Codex, OpenCode 3 353 tok
gigioneggiando/argo gigioneggiando.com LLM-native static vulnerability detection: point it at a repo and get a reviewable vuln re 66 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,890 tok
OptimNow/cloud-finops-skills optimnow.io Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: c 66 Claude Code, Codex, OpenCode 2 19,050 tok
Patrick-code-Bot/nautilus_AItrader AI-powered cryptocurrency trading bot using DeepSeek and NautilusTrader 66 Claude Code, Codex, OpenCode 2 687 tok
agentarea/agentarea agentarea.ai Cloud-native AI Agents orchestration platform for zero-human organizations 66 Claude Code, Codex, OpenCode 7 1,346 tok
tmustier/pine-of-glass Small observability and context management extensions for the Pi coding agent 66 Codex, OpenCode 1 1,128 tok
MF-Dust/Nori.Desktop nori.mom When the next journey begins, we will naturally meet. 66 Claude Code, Codex, OpenCode 4 5,206 tok
5uck1ess/cicero Self-hosted voice for coding agents. Talk from any browser or a Telegram call, interrupt m 66 Claude Code, Codex, OpenCode 2 945 tok
NickCrew/Claude-Cortex cortex.atlascrew.dev Claude Cortex 66 Claude Code, Codex, OpenCode 2 1,673 tok
tmustier/codex-computer-use-mcp Background-safe MCP server for the signed Codex Computer Use broker on macOS. Works with a 66 Codex, OpenCode 1 415 tok
shkyyy18/mi_fitness_data_bridge shkyyy18.github.io A local-first Xiaomi fitness and health data bridge: export your own Mi Home data to SQLit 66 Codex, OpenCode 1 1,028 tok
dataiku/dataiku-headless 66 Claude Code, Codex, OpenCode 2 1,607 tok
Oscaner/skills oscaner.github.io A cdd-first methodology repo — continuously-discovered development as the core discipline, 65 Claude Code, Codex, OpenCode 2 2,566 tok
kuraydev/react-native-typescript-library-starter 🚀 Production-ready starter for React Native TypeScript libraries — dual CJS/ESM output, s 65 Codex, OpenCode 1 1,719 tok
atman-33/kiro-for-codex marketplace.visualstudio.com VS Code extension for spec-driven development with Codex CLI. Manage specs, steering docs, 65 Codex, OpenCode 1 737 tok
Kastalien-Research/thoughtbox thoughtbox.kastalienresearch.ai Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision 65 Claude Code, Codex, OpenCode 5 4,519 tok
archcore-ai/cli Archived: Archcore moved to github.com/archcore-ai/archcore (CLI under cli/) 65 Claude Code, Codex, OpenCode 7 6,949 tok
NomaDamas/girlfriend-in-cli An AI girlfriend or boyfriend that lives inside your terminal. Real personas, real convers 65 Claude Code, Codex, OpenCode 31 265 tok
heleninsights-dot/phd-deepread-workflow A professinal CLI workflow for PhD students to extract, analyze, and visualize academic pa 65 Claude Code, Codex, OpenCode 2 2,974 tok
cofy-x/axern axern.cofy-x.space Self-hosted execution platform for AI agents, powered by gVisor. 65 Codex, OpenCode 1 494 tok
papadanku/CShade papadanku.github.io Motion graphics shaders for ReShade. 65 Codex, OpenCode 1 375 tok
MoonProxyHQ/moonproxy-desktop moonproxy.app MoonProxy Desktop - Cross-platform FRP desktop client (frpc GUI) for macOS and Windows. NA 65 Claude Code, Codex, OpenCode 2 3,886 tok
cliftonc/drizzle-cube try.drizzle-cube.dev An embeddable multi-dimensional semantic layer and self-service analytics module (built on 65 Claude Code, Codex, OpenCode 6 2,200 tok
fastagent-sh/fastagent fastagent.sh Vibe first. Then FastAgent — turn a local agent directory into a live service: in your app 65 Codex, OpenCode 1 11,467 tok
yoloshii/gigaxity-deep-research Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis 65 Claude Code, Codex, OpenCode 2 20,876 tok