How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
Desko77/1c-templates-mcp MCP server with semantic search for 1C (BSL) code templates. 2,200+ templates, CRUD web UI 26 Claude Code 1 664 tok
geml-spec/geml geml-spec.github.io One format, two readers. People and AI agents now co-write the same document. Legible for 26 Claude Code 5
transcendr/pi-goals withbryan.work Persistent goal tracking for Pi with durable objectives, goal queues, budgets, reusable pr 26 Codex, OpenCode 1 1,191 tok
alleneee/skill-agent A production-grade AI Agent framework based on FastAPI, supporting 100+ LLM providers, MCP 26 Claude Code, Codex, OpenCode 2 7,219 tok
nirholas/lyra-registry nirholas.github.io Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 864 tok
arjitj2/swiftui-design-principles Agent skill: Design principles for building polished SwiftUI apps and WidgetKit widgets 26 Codex, OpenCode 1 166 tok
FloB95/qrcodly qrcodly.de Free and Open Source QR Code Generator 26 Claude Code 1 2,265 tok
rymurr/signal-mcp 26 Claude Code 1 226 tok
johnlindquist/claude 26 Claude Code 1 672 tok
Ekioo/KittyClaw kittyclaw.dev A kanban board for managing projects with tickets, columns, labels, and activity tracking 26 Claude Code, Codex, OpenCode 2 1,226 tok
LilithGames/a2wave a2wave.ai Turn the agent CLIs you already use into shared services your whole team can call. Natural 26 Claude Code, Codex, OpenCode 6 1,502 tok
VoDaiLocz/kilo-kit-mcp glama.ai An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, an 26 Claude Code, Codex, Gemini CLI, OpenCode 3 2,498 tok
Cognitic-Labs/geoskills aivsrank.com Open-source Agent Skills for GEO — 6 skills to diagnose, fix, and monitor AI visibility fo 26 Claude Code 1 1,246 tok
CrowdStrike/foundry-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Foundry apps: scaffolding, depl 26 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,873 tok
SabrinaRamonov/learn-claude-code Free Claude Code recipes for automating your business. No coding required. 26 Claude Code 2
eamanc-lab/fortune-telling-skills 🔮 Zodiac horoscope generator — Claude Code Skill for daily, weekly, and monthly horoscope 26 Claude Code 1 299 tok
VKirill/yandex-direct-docs yandex.ru Complete Yandex Direct documentation in Markdown (509 pages). Strategies, targeting, campa 26 Claude Code 4 266 tok
sdemyanov/retriever retriever-plugin.com Local-first document intelligence plugin for Claude Code 26 Claude Code 1 631 tok
shaqmughal/seekstone seekstone.dev The Obsidian MCP server that needs no plugin, no running Obsidian app — and doesn't blow y 26 Claude Code 1 1,116 tok
crazymsn/academic-scholar-skills nav.meding.site Shendu Yunchuang Technology focuses on developing AI Agents and AI applications to assist 26 Claude Code, Codex, OpenCode 12 397 tok
pc-software-org/huashu-design-en English mirror of alchaincyf/huashu-design — auto-synced via translation pipeline (see too 26 Claude Code 1
cfongai/higgsfield-content-pipeline Claude Code + Higgsfield as an automated video production studio: 19 skills, prompting pla 26 Claude Code 1 1,742 tok
Mr-Salticidae/knowledge-base Mr. Jumping Spider's public knowledge base of AIGC creation methodology, consolidating reu 26 Claude Code, Codex, OpenCode 2 738 tok
jmcentire/kindex Knowledge index that learns from your conversations 26 Claude Code 1 2,380 tok
IceWhaleTech/ZimaOS-Blue ZimaOS Blue - A Local-First Agent Runtime for Bold Builders. Out-of-the-Box, Open-Source, 26 Claude Code, Codex, OpenCode 3 1,834 tok
hong-chu/claude-certified-architect-foundations-llm-wiki Unofficial domain-organized study wiki for the Claude Certified Architect – Foundations (C 26 Claude Code 1 2,700 tok
catsmice/AniCompanion A desktop VRM character (小光) that gives your AI agent a face — chats, speaks, listens, lip 26 Claude Code 1 10,165 tok
matanrak/agent-meet agentmeet.net Agent-to-agent communication platform 26 Claude Code, Codex 2 160 tok
frostyard/snosi A bootable container image build system using mkosi for creating Debian-based bootable con 26 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 13 27,110 tok
honeymelon-app/honeymelon honeymelon.app 🍈 A simple MacOS Apple Silicon media converter. 26 Claude Code, Codex, OpenCode 2 2,650 tok
trinvh/hexkit hexkit.apps.trinvh.com Fast offline DevUtils alternative with 38+ developer utilities for macOS, Windows, and Lin 26 Claude Code 1 2,814 tok
hoangsonww/PetSwipe-Match-App petswipe.vercel.app 🐻 A Tinder-inspired pet adoption app where you swipe to navigate, “adopt”, or “pass” on s 26 Claude Code, Codex, OpenCode 19 4,524 tok
boozedog/pi-codemode 26 Codex, OpenCode 1 762 tok
SweetSophia/noosphere noosphere-memory.com A universal memory and wiki knowledge layer for AI agents — structured enough for automati 26 GitHub Copilot 1 69 tok
Yashwanth-pilli/ILLIP Your AI company, in your device. Local-first AI platform: chat, agent crew, memory, and a 26 Claude Code, Codex, OpenCode 2 1,669 tok
SalvatoreSorvillo/Valutio Net Worth and Tax Tracker 26 Codex, OpenCode 1 242 tok
sorahjy/financial-analysis Some personal financial indicator analysis tools 26 Codex, OpenCode 1 3,479 tok
Dicklesworthstone/frankengit Git-compatible, agent-native, repairable, self-hostable code forge and GitHub alternative. 26 Codex, OpenCode 1 6,266 tok
openmirlab/all-in-one-infer An enhanced version of All-In-One with integrated source separation and modern PyTorch com 26 Claude Code 1 2,629 tok
hellowalt/aeo-radar Open-source Answer Engine Optimization monitor — track your brand visibility on ChatGPT an 26 Claude Code 1 1,181 tok
silverqsy/VR180-Silver-Bullet facebook.com Convert modded VR180 camera's footage into VR180 SBS output with gyro stabilization, rolli 26 Claude Code 1 12,460 tok
cdviz-dev/cdviz cdviz.dev Improve software delivery (pipelines, test, deployment, dora, ...): observe then react 26 Claude Code 1 1,953 tok
dansreis/speclens dansreis.github.io A desktop reader for OpenSpec projects - browse changes, trace how requirements evolved, a 26 Claude Code 1 3,978 tok
Chepko932/OctoOffice OctoOffice - AI Agent Company Simulation. Command your CLI agent empire from the CEO desk. 26 Codex, OpenCode 1 4,908 tok
shiyubao78/token-sprite 🌱 Burning tokens, growing neurons. Use your real Claude Code / Codex usage to raise a des 26 Claude Code, Codex, OpenCode 2 2,560 tok
Thepizzapie/BuildersGate Agentic game development for building games with AI Agents. Run one session per seat: art, 26 Claude Code, GitHub Copilot 2 3,040 tok
DeepSQLAI/deepsql deepsql.ai The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questi 26 Claude Code, Codex, OpenCode 2 28,021 tok
rimio-ai/rimz rimz.rimio.ai RimZ is a realtime dashboard and control room for harnessing agentic coding, build on tmux 26 Claude Code, Codex, OpenCode 2 4,464 tok
WYRE-AI/ninjaone-mcp conduit.wyre.ai MCP server for NinjaOne — device monitoring, patching, scripting, and alert management too 26 GitHub Copilot 1 857 tok
bluemoonfoundry/daz-mcp-server MCP server wrapping the DazScriptServer HTTP plugin for DAZ Studio 26 Claude Code, Codex, OpenCode 2 3,331 tok