How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
dylan-labs/nom-pet A desktop pet that eats the AI tokens you burn through Claude Code. 58 Claude Code 1 3,495 tok
forcedotcom/SalesforceMobileSDK-Templates 58 Claude Code 5 5,739 tok
tabayashi0117/Score-CAM 58 Claude Code 1 1,091 tok
Winddfall/CoBridge open-vsx.org Multi-AI context sync tool that syncs AI memory with one click. 58 Claude Code 1 522 tok
iamrichardD/tradingview 58 Claude Code, Gemini CLI 15 6,916 tok
lukascivil/json-difference lukascivil.github.io A simple way to find the difference between two objects or json diff 58 Claude Code, Codex, OpenCode 12 2,449 tok
nabinno/dojo This is a repository for immersive learning, meditation or software development. 58 Claude Code 1 1,073 tok
anuragrpatil23/Thinking-Space 58 Claude Code, Codex, OpenCode 3 2,224 tok
parallized/maple 💭 A new approach to Agentic AI orchestration, featuring multi-tool self-orchestration, du 58 Codex, OpenCode 1 598 tok
kranthik123/Gemini-Ralph-Loop 58 Gemini CLI 1 318 tok
lotusfa/IPA-Translator toolbox.lotusfa.com 58 Claude Code 1 2,485 tok
MoonProxyHQ/moonproxy-desktop moonproxy.app MoonProxy Desktop - Cross-platform FRP desktop client (frpc GUI) for macOS and Windows. NA 58 Claude Code, Codex, OpenCode 2 3,886 tok
phildougherty/mcp-compose Compose, manage, and run MCP servers as Docker containers. With a Unified API gateway buil 58 Claude Code 1 1,501 tok
xenosaac/OpenBrowse xenosaac.github.io OpenBrowse is a macOS browser agent that gets things done on the web through autonomous ta 58 Claude Code, Codex 3
owulveryck/wardleyToGo owulveryck.github.io Create your WardleyMaps as code/data and render it as SVG (onlinewardleymap and wtg langua 58 Claude Code 3 1,004 tok
omnidraw/omnidraw Run your agents in an infinite canvas 58 Claude Code, Codex, OpenCode 2 2,617 tok
btachinardi/church The Holy Order of Clean Code - 10 purist subagents + 10 crusade commands for code quality 58 Claude Code 1 5,533 tok
nutdnuy/webull-openapi-thai-lab 58 Claude Code, Codex, OpenCode 2 1,089 tok
walterra/eddoapp eddoapp.com todos. humans. agents. that's it. 58 Claude Code 1 10,524 tok
hugoduncan/mcp-clj An MCP server written in clojure 58 Claude Code 3 2,049 tok
remorses/agentmap A tree of your codebase at the start of every agent session. Like SKILL spec but for sourc 58 Codex, OpenCode 1 465 tok
oldskultxo/aictx aictx.org Repo-local continuity runtime for AI coding agents. Helps them continue from the same insp 58 Codex, GitHub Copilot, OpenCode 3 2,124 tok
DanWahlin/ai-agent-board Drag-and-drop Kanban board that delegates coding tasks to AI agents — GitHub Copilot, Clau 58 Claude Code, Codex, OpenCode 17 2,948 tok
no-fluff/awesome-vibe-coding awesome-vibe-coding.com Awesome tools to help you level up—or get started—with vibe coding 58 Claude Code 1 746 tok
AntSeed/antseed antseed.com AntSeed P2P AI Network - An open market for AI inference. No gatekeepers. 58 Claude Code, Codex, OpenCode 5 2,525 tok
Harzva/learn-likecc Claude Code source code reverse-recovery project | Source map reverse engineering · archit 58 Claude Code, Codex, Cursor, OpenCode 15 146 tok
Milktang0128/myskills AI Skill Hub — a cross-platform desktop app to discover, dedupe, organize, and sync AI age 58 Claude Code 1 2,093 tok
gabuldev/auto-edit-video 58 Claude Code 7 1,715 tok
htylab/tigerbx Deep-learning framework for MRI segmentation 58 Codex, OpenCode 1 904 tok
AmadeusITGroup/otter amadeusitgroup.github.io The Otter project is a highly modular framework whose goal is to provide a common platform 58 Claude Code, Codex, OpenCode 3 809 tok
QWED-AI/qwed-verification docs.qwedai.com Open-source AI verification infrastructure for deterministic verification of LLM outputs, 58 GitHub Copilot 1 155 tok
saffron-health/opencode-gui marketplace.visualstudio.com OpenCode GUI extension for VSCode 58 Claude Code, Codex, OpenCode 34 790 tok
mps-team-cn/Multiple_personality_system_wiki An open knowledge base on multiple selves / multiple consciousness systems (Markdown-drive 58 Codex, OpenCode 1 5,095 tok
byteowlz/oqto got tentacles? 58 Claude Code, Codex, OpenCode 2 834 tok
PromptExecution/just-mcp mcp server for just 58 Claude Code, Codex, OpenCode 2 1,019 tok
cagedbird043/fcm-hosts-next cagedbird.cn FCM hosts generator and publisher for direct Google push connectivity. 58 Claude Code, Codex, OpenCode 2 414 tok
validatedev/Clamper The app that "clamps" your precious menu bar. 58 Claude Code, Codex, OpenCode 2 1,327 tok
zamarrowski/claudemon zamarrowski.github.io Wild Pokemon appear while you work in Claude Code. 58 Claude Code 1 7,681 tok
khuynh22/mcp-wireshark An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffi 58 Claude Code 5 1,743 tok
Camil-H/cli-agent-lint Is your CLI ready for AI agents? Automated checks to ensure optimum agentic CLI use: don't 58 Codex, OpenCode 1 466 tok
stuinfla/Repo-Explainer repo-explainer-six.vercel.app Repo Explainer — turn any GitHub repo into a visual explainer page. Pipeline + 5 live exam 58 Claude Code 1 1,827 tok
abap2UI5/samples Learn the abap2UI5 basics — 100+ ready-to-run apps, from a two-line Hello World to complet 58 Claude Code, Codex, OpenCode 3 28,987 tok
Open-Systems-Pharmacology/OSPSuite-R open-systems-pharmacology.org R package for the OSPSuite 58 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,462 tok
xinity-ai/xinity-ai xinity.ai The open-source AI platform for enterprises that can't send data to the cloud. OpenAI-comp 58 Claude Code 5
ThisIsSadeghi/KMPilot proandroiddev.com Turn Claude Code into a design-first Kotlin Multiplatform pipeline — an Android + iOS feat 58 Claude Code 4 1,015 tok
ma-nucho-pro/wife Local, persistent and auditable memory layer for Claude Code, Codex, Cursor & Gemini CLI. 58 Claude Code, Codex, OpenCode 2 1,346 tok
ZengLiangYi/ChatCrystal zengliangyi.github.io Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill note 58 Codex, OpenCode 1 3,013 tok
RohanAnandPandit/trading212-mcp-server docs.trading212.com The Trading212 MCP server is a Model Context Protocol server implementation that provides 58 Codex, OpenCode 2 260 tok
AgriciDaniel/gogh agricidaniel.github.io Gogh is a source-cited Obsidian operating brain that turns six frontend design skills into 58 Claude Code, Codex, Gemini CLI, OpenCode 3 436 tok
platformatic/mcp 58 Claude Code 1 1,699 tok