How real projects configure their agents

44,817 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
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
marko-php/marko marko.build The modular PHP framework. 407 Claude Code 5 1,086 tok
marcellourbani/vscode_abap_remote_fs marcellourbani.github.io VS Code-based Agentic AI Platform for SAP ABAP Development 407 Claude Code, Codex, OpenCode 2 301 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
dcramer/dex dex.rip Task tracking for Agents 407 Claude Code, Codex, OpenCode 3 485 tok
charlie763/technical-interview-practice 407 Claude Code 1 1,712 tok
microsoft/semanticworkbench A versatile tool designed to help prototype intelligent assistants, agents and multi-agent 407 Claude Code 1 1,145 tok
LarsCowe/bmalph Unified AI Development Framework - BMAD phases with Ralph execution loop 406 Claude Code 1 1,360 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
evilmartians/agent-prism storybook.agent-prism.evilmartians.io React components for visualizing traces from AI agents 406 Claude Code, Codex, GitHub Copilot, OpenCode 5 882 tok
cbcoutinho/nextcloud-mcp-server Nextcloud MCP Server 406 Claude Code 5 9,057 tok
Meridiona/meridian meridiona.com Stop letting your work go unnoticed. Meridian keeps an automatic work journal of what you 406 Claude Code 6 15,332 tok
tkaufmann/claude-gemini-bridge 🤖 Intelligent integration between Claude Code and Google Gemini for large-scale code anal 406 Claude Code 1 1,298 tok
quantumaikr/quant.cpp LLM inference with 7x longer context. Pure C, zero dependencies. Lossless KV cache compres 406 Claude Code 10 2,450 tok
betta-tech/ejemplo-harness-subagentes 405 Claude Code, Codex, OpenCode 8 1,290 tok
waynesutton/convexskills docs.convex.dev AI agent skills and templates for building production ready apps with Convex. Patterns for 405 Claude Code, Gemini CLI 2 723 tok
syahiidkamil/Software-Engineer-AI-Agent-Atlas npmjs.com SWE-ATLAS turns Claude Code into a senior AI software engineer agent: multi-project worksp 405 Claude Code, Codex 38 463 tok
sonichi/sutando sutando.ai My AI Stand. Realtime by day, rewriting itself by night. Summon my AI superpower. 405 Claude Code, Codex, OpenCode 2 17,439 tok
wesammustafa/opencode-primer Master OpenCode, the open-source AI coding agent — setup, agents, skills, plugins, MCP, Ze 405 Codex, OpenCode 1 1,646 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
hluaguo/learn-faster-kit AI-powered learning coach with spaced repetition with Claude Code - master any knowledge f 405 Codex, OpenCode 1 700 tok
vlln/whale-girl DSH Web GUI desktop pet plugin (QQ pet style): a floating, draggable companion in the bott 405 Codex, OpenCode 1 2,052 tok
staskh/trading_skills Claude powered advisor system for option traders 404 Claude Code 1 1,043 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 teams building AI agents. Test, simulate, and trace your agent 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
zhongweili/nanobanana-mcp-server AI image generation MCP server powered by Google Gemini, with smart model selection and 4K 403 Claude Code 1 3,030 tok
ai-dashboad/flutter-skill ai-dashboad.github.io AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cu 403 Claude Code 1 2,418 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
hallucinogen/agent-viewer Kanban board for managing Claude Code agents in tmux 402 Claude Code 1 809 tok
Windscribe/Android-App windscribe.com Complete source code of the official Windscribe Android application. 402 Claude Code, Codex, OpenCode 3 6,531 tok
mjmirza/app-store-compliance mjmirza.github.io Avoid common App Store and Google Play rejections. Open playbook and pre-submission guard 402 Codex, OpenCode 1 2,723 tok
zxdxjtu/claudecode-rule2hook Transform natural language project rules into Claude Code automation hooks - Write rules i 401 Claude Code 2 117 tok
diffbot/mcp-code-graph MCP Server for code graph analysis and visualization by CodeGPT 401 Claude Code 11 482 tok
Context-Engine-AI/Context-Engine context-engine.ai Context-Engine MCP - Agentic Context Compression Suite 401 Codex, Cursor, Gemini CLI 3 630 tok
ritchiecarroll/go2cs go2cs.net Convert Go source code into C# that reads like Go and behaves the same. The converted Go s 401 Claude Code 7 4,160 tok
wilfredinni/noodle noodlerest.dev A REST Client where the Repository is the Workspace 401 Claude Code, Codex, OpenCode 5 15,420 tok
paperclipinc/openclaw-operator paperclip.inc Kubernetes operator for deploying and managing OpenClaw AI agent instances with production 400 Claude Code 1 2,569 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
moov-io/awesome-fintech A curated collection of open source fintech libraries for payments, banking, and financial 400 Codex, OpenCode 1 148 tok
weise25/LocalSite-ai Generate Web Pages and Components with text prompts, with Local Models. (or Cloud Models, 399 Codex, OpenCode 1 1,777 tok
karmacircleCommunity/KarmaCircle ngoworld.org A platform to connect and support NGOs, charities and you to build a better tomorrow. 399 Claude Code, Codex, OpenCode 5 6,883 tok
humanplane/homunculus humanplane.com A Claude Code plugin that watches how you work, learns your patterns, and evolves itself t 399 Claude Code 1 430 tok
Tiberriver256/mcp-server-azure-devops An MCP server for Azure DevOps 399 Claude Code, Codex, GitHub Copilot, OpenCode 19 2,652 tok
atilladeniz/Kubeli kubeli.dev A modern Kubernetes GUI management desktop app for macOS & Windows. Multi-cluster support, 399 Claude Code, Codex, OpenCode 28 2,092 tok