How real projects configure their agents

23,614 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
r-dbi/odbc odbc.r-dbi.org Connect to ODBC databases (using the DBI interface) 418 Claude Code, Codex, OpenCode 2 1,253 tok
AI45Lab/iDeer This does remind me. 416 Codex, OpenCode 1 560 tok
SSWConsulting/SSW.VerticalSliceArchitecture sswconsulting.github.io An enterprise ready solution template for Vertical Slice Architecture. This template is ju 416 Claude Code, Codex, OpenCode 3 1,024 tok
nkarasiak/qgis-mcp Connect QGIS to AI agent through the Model Context Protocol (MCP) 416 Claude Code, Codex, OpenCode 3 4,588 tok
decocms/studio decocms.com Open-source control plane for your AI agents. Connect tools, hire agents, track every toke 415 Claude Code, Codex, OpenCode 10 1,368 tok
Kocoro-lab/Kocoro kocoro.ai A Mac-native AI agent with memory, local computer access, browser control, IM channels, an 415 Claude Code, Codex, OpenCode 2 28,674 tok
chenxin-yan/crust crustjs.com A TypeScript CLI framework with composable modules for humans and agents. 415 Codex, OpenCode 1 327 tok
flingengine/FlingEngine fling-engine.site A Vulkan game engine with a focus on data oriented design 414 Claude Code, Codex, OpenCode 3 1,521 tok
jerrywu001/cc-sessions-viewer sessions-viewer.js-bridge.com support cc/codex/grok build/kimicode/pi/antigravity cli/opencode sessions viewer, skills m 414 Claude Code, Codex, OpenCode 15 3,185 tok
darkly-art/darkly darkly.art Forbidden Editor for Artists 😈 414 Claude Code, Codex, OpenCode 2 10 tok
iFurySt/open-browser-use ifuryst.com 🔮 Platform-neutral Browser Use for AI agents: real Chrome automation with a CLI + SDKs, n 414 Claude Code, Codex, OpenCode 2 556 tok
vishiri/fantasia-archive A world-builder's best friend! 413 Claude Code, Codex, Cursor, OpenCode 38 7,379 tok
OctagonAI/kalshi-trading-bot-cli octagonai.co AI-native CLI for trading Kalshi prediction markets. Runs deep fundamental research, gener 413 Claude Code, Codex, OpenCode 2 1,541 tok
IgorWarzocha/howaboua-pi-stuff A monorepo of extensions and skills by yours truly. 413 Claude Code, Codex, Cursor, OpenCode 7 1,481 tok
cocart-headless/cocart-community cocartapi.com A developer-first REST API to decouple WooCommerce on the frontend. Fast, secure, customiz 413 Claude Code, Codex, OpenCode 5 2,150 tok
MinghuiChen43/awesome-deep-phenomena A curated list of papers of interesting empirical study and insight on deep learning. Cont 412 Codex, OpenCode 1 1,891 tok
owainlewis/youtube-tutorials youtube.com All my YouTube tutorials. Everything here is free - but please follow me on YouTube if you 412 Codex, OpenCode 1 729 tok
prisma/prisma-next ⛔ Moved to prisma/prisma — Prisma Next development continues there under the name Prisma O 411 Claude Code, Codex, OpenCode 6 2,674 tok
co-cart/co-cart cocartapi.com A developer-first REST API to decouple WooCommerce on the frontend. Fast, secure, customiz 411 Claude Code, Codex, OpenCode 5 2,150 tok
Nebulock-Inc/agentic-threat-hunting-framework ATHF is a framework for agentic threat hunting - building systems that can remember, learn 410 Claude Code, Codex, OpenCode 3 9,623 tok
tellahq/opensession opensession.com 410 Claude Code, Codex, OpenCode 61 2,967 tok
Hy4ri/hermes-mobile hy4ri.github.io Native Android app for your Hermes Agent 410 Codex, OpenCode 1 4,200 tok
atulmy/gql-query-builder npmjs.com 🔧 Simple GraphQL Query Builder 409 Claude Code, Codex, OpenCode 2 817 tok
indragiek/uniprof uniprof.sh Universal CPU profiler designed for humans and AI agents 409 Claude Code, Codex, OpenCode 2 2,124 tok
alpbahadur/49Agents 49agents.com Open-source 2D IDE for managing AI agents in native CLIs, terminal, gits, beads issues, an 408 Claude Code, Codex, OpenCode 2 3,298 tok
sleep1223/fast-soy-admin fast-soy-admin.sleep0.de A modern lightweight management platform based on FastAPI+Vue3+Naive UI. A modern Manageme 408 Claude Code, Codex, OpenCode 2 3,484 tok
smart-mcp-proxy/mcpproxy-go mcpproxy.app Supercharge AI Agents, Safely 408 Claude Code, Codex, OpenCode 2 7,278 tok
skygazer42/pokemon-chat A Pokémon-themed intelligent chat assistant based on LightRAG, LangGraph, MCP, RagFlow, an 407 Codex, OpenCode 1 739 tok
94fzb/zrlog zrlog.com ZrLog is an open-source blogging system based on Java. It provides articles, categories, t 407 Codex, OpenCode 1 2,070 tok
NVIDIA/cuda-q-academic This repo contains CUDA-Q Academic materials, including self-paced Jupyter notebook module 407 Codex, OpenCode 1 3,183 tok
aspectrr/deer trydeer.sh 🦌 The AI Elasticsearch Engineer 406 Claude Code, Codex, OpenCode 2 826 tok
adamallcock/codex-chatgpt-control Unofficial SDK for Codex agents controlling visible ChatGPT web sessions 406 Codex, OpenCode 1 548 tok
marcellourbani/vscode_abap_remote_fs marcellourbani.github.io VS Code-based Agentic AI Platform for SAP ABAP Development 406 Claude Code, Codex, OpenCode 2 301 tok
canyonroad/agentsh agentsh.org Execution-Layer Security (ELS) for AI agents — policy-enforced shell with audit. 405 Claude Code, Codex, OpenCode 2 596 tok
dcramer/dex dex.rip Task tracking for Agents 405 Claude Code, Codex, OpenCode 3 485 tok
betta-tech/ejemplo-harness-subagentes 404 Claude Code, Codex, OpenCode 8 1,290 tok
sonichi/sutando sutando.ai My AI Stand. Realtime by day, rewriting itself by night. Summon my AI superpower. 404 Claude Code, Codex, OpenCode 2 17,439 tok
evilmartians/agent-prism storybook.agent-prism.evilmartians.io React components for visualizing traces from AI agents 404 Claude Code, Codex, GitHub Copilot, OpenCode 5 882 tok
wesammustafa/opencode-primer Master OpenCode, the open-source AI coding agent — setup, agents, skills, plugins, MCP, Ze 404 Codex, OpenCode 1 1,646 tok
MelbourneDeveloper/RestClient.Net The safest way to make REST calls in C# with an MCP Generator 404 Claude Code, Codex, OpenCode 9 1,610 tok
rhesis-ai/rhesis rhesis.ai The collaboration layer for AI teams: domain experts review and annotate agent behavior, e 403 Claude Code, Codex, OpenCode 18 1,614 tok
PlanExeOrg/PlanExe planexe.org Create a plan from a description in minutes 403 Codex, OpenCode 1 1,637 tok
Extelligence-ai/bagel trybagel.com Query robotics, drone, and IoT data in plain English through an MCP server, with an intell 403 Claude Code, Codex, OpenCode 2 1,638 tok
hluaguo/learn-faster-kit AI-powered learning coach with spaced repetition with Claude Code - master any knowledge f 403 Codex, OpenCode 1 700 tok
earthtojake/step.parts step.parts 12,000+ open source STEP parts for your next CAD project 403 Claude Code, Codex, OpenCode 2 2,579 tok
vlln/whale-girl DSH Web GUI desktop pet plugin (QQ pet style): a floating, draggable companion in the bott 403 Codex, OpenCode 1 2,052 tok
mjmirza/app-store-compliance Enterprise App Store and Google Play rejection compliance playbook: rejection maps, mistak 403 Codex, OpenCode 1 2,723 tok
Windscribe/Android-App windscribe.com Complete source code of the official Windscribe Android application. 402 Claude Code, Codex, OpenCode 3 6,531 tok
wilfredinni/noodle noodlerest.dev A REST Client where the Repository is the Workspace 401 Claude Code, Codex, OpenCode 5 15,420 tok
Pratiyush/llm-wiki LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sess 400 Claude Code, Codex, OpenCode 26 4,278 tok