How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
PacemakerG/CCWhat AgentLens (CCWhat): a local observability and diagnostics platform for Claude Code, Codex, 23 Claude Code, Codex, OpenCode 32 584 tok
oO/figma-mcp-write-server A Model Context Protocol (MCP) server for writing to Figma files 23 Claude Code, Gemini CLI 2 3,378 tok
georgevetticaden/3-amigo-agents 23 Claude Code 1 1,205 tok
Contrast-Security-OSS/mcp-contrast MCP Server for Contrast Security 23 Claude Code, Codex, GitHub Copilot, OpenCode 15 8,934 tok
Ogro-Projukti/codegenome codegenome.pages.dev Turn your codebase into a living knowledge graph. An MCP server using tree-sitter to strea 23 Codex, GitHub Copilot, OpenCode 2 1,072 tok
opspresso/vibemon-app vibemon.io Desktop monitor for coding-agent activity, provider accounts, and infrastructure resources 23 Claude Code, Codex, OpenCode 3 977 tok
hoangnb24/mcp-code-mode 23 Codex, OpenCode 1 243 tok
tta-lab/ttal-cli ttal.guion.io Multi-Repo Multi-Agent Harness CLI for Claude Code. Connect to your team from Telegram, ro 23 Claude Code 2 3,357 tok
KenKaiii/agent-girl skool.com A modern chat interface powered by the Claude Agent SDK. Real-time streaming, sessions, an 23 Claude Code 1 504 tok
code-payments/code-android-app getcode.com Code Android App 23 Claude Code 14 1,394 tok
casius-connect/limitless-workflow An understanding machine for Claude Code that turns research into tutoring, memory, and vi 23 Claude Code, Codex, OpenCode 11 1,502 tok
serialx/vibecore Build your own AI-powered automation tools in the terminal with this extensible agent fram 23 Claude Code, Codex, OpenCode 6 8,326 tok
feiskyer/openclaw-kubernetes Kubernetes helm chart for OpenClaw (former Moltbot/Clawdbot) 23 Claude Code, Codex, OpenCode 2 4,564 tok
tompassarelli/beagle Beagle is an independent statically typed Lisp derived from Clojure. 23 Codex, OpenCode 1 1,827 tok
RNA4219/memx-core Local-first personal memory & knowledge store for LLM agents. A personal memory/knowledge 23 Claude Code 6 —
datopian/autoclaw.sh autoclaw.sh Open-Source Playbook for Agent (OpenClaw) Deployment 23 Codex, OpenCode 1 988 tok
pjvds/dotfiles 13 years of configuration history. Currently holding Arch Linux and tooling configuration. 23 GitHub Copilot 2 5,075 tok
universalweb/Network viat.network The first Post-Quantum transitory cryptocurrency 23 Codex, OpenCode 1 25 tok
madskristensen/GitHubNode 23 GitHub Copilot 1 378 tok
vinodhini-sd/build-with-coco 23 Codex, OpenCode 1 1,959 tok
verygoodsecurity/vgs-collect-ios verygoodsecurity.com VGS Collect iOS SDK 23 Codex, OpenCode 1 13 tok
dev-five-git/vespertide An open-source library for easily defining database schemas in JSON/YAML and automatically 23 Claude Code, Codex, OpenCode 2 11,065 tok
liuethanyes-spec/vibecoding-linear-framework 23 Claude Code, Codex, OpenCode 2 1,752 tok
BedrockSharp/QuantumMC Highly customized, lightweight and super-fast Minecraft: Bedrock Edition server software w 23 Codex, OpenCode 1 327 tok
hahagood/voxy Linux voice dictation tool — an open-source alternative to Typeless. 23 Codex 1 —
Surfoo/gpxviewer geocaching.vaguelibre.net GPX Viewer is a web app to display caches from a gpx file on a map. 23 Codex, OpenCode 1 1,821 tok
web4-org/web4 The Web solved discoverability. Tool protocols solved invocability. Nobody solved both. We 23 Codex, OpenCode 1 575 tok
OneSignal/onesignal-dotnet-api 23 Claude Code, Codex, OpenCode 2 1,018 tok
rohoswagger/ez-stack The Stacked PR CLI for agents - Manage worktrees, atomic PRs, and more all from the CLI 23 Claude Code, Codex, OpenCode 2 6,737 tok
pi0/vite-plugin-remix3 nitro-remix3.vercel.app 🏎️ Vite plugin that unblocks Remix v3 apps to be developed, optimized and deployed everyw 23 Claude Code, Codex, OpenCode 2 2,367 tok
lesterchan/gamerz-file-explorer files.lesterchan.net Enables you to browse and search for folders/files on the web just like Windows Explorer. 23 Claude Code, Codex, OpenCode 2 1,555 tok
QoroQuantum/divi divi.readthedocs.io A Python library to automate generating, parallelizing, and executing quantum programs. 23 Codex, OpenCode 1 1,450 tok
deepgram/dglabs-deepclaw 23 Claude Code, Codex, GitHub Copilot, OpenCode 6 5,169 tok
esparkman/rails-agents A complete team of specialized AI agents for Ruby on Rails development. Drop into any Rail 23 Claude Code 1 2,245 tok
badwally/TheKnowledge comprehensive knowledge base with semantic search frontend 23 Claude Code 10 4,608 tok
polinom/telecode 23 Claude Code, Codex, OpenCode 2 7,605 tok
eventhorizon-cli/EventHorizon EventHorizon is a Code Agent project developed based on the Microsoft Agent Framework. 23 Codex, GitHub Copilot, OpenCode 2 1,207 tok
mgonzalezbaile/claudex The Claude Experience you wish you had 23 Claude Code 1 —
Accenture/AutoFixture.XUnit2.AutoMock Autofixture auto-mocking for XUnit2 using a mocking library of your choice. 23 Claude Code, Codex, OpenCode 2 4,228 tok
rcarmo/piclaw-addons rcarmo.github.io extensions, tools and add-ons that we've used with piclaw 23 Codex, OpenCode 1 3,149 tok
bsv-blockchain/spv-wallet-go-client docs.bsvblockchain.org Go client for interacting with spv-wallet 23 Cursor 1 217 tok
marconneves/terraform-provider-coolify registry.terraform.io 💜 Provider of Coolify for Terraform 23 Codex, OpenCode 1 490 tok
kenhuangus/llm-wiki 23 Codex, OpenCode 1 793 tok
ajayyAI/expo-forge Expo SDK 56 boilerplate for shipping cross-platform apps 23 Claude Code, Codex, OpenCode 2 1,264 tok
kolirt/vue-modal kolirt.github.io ⚡️ Easy to use and highly customizable Vue3 modal package 23 Codex, OpenCode 1 4,062 tok
ksachdeva/zephyr-rtos-ai An AI Agent harness to assist firmware development 23 Codex, OpenCode 1 763 tok
patleeman/neon-pilot neonpilot.net Self extensible agent harness 23 Codex, OpenCode 1 2,753 tok
mission69b/t2000 t2000.ai Agent marketplace 23 Claude Code 2 8,309 tok
oyg123less/sub2api-desktop A Windows Codex desktop gateway based on sub2api and incorporating the CCSwitch experience 23 Codex, OpenCode 1 614 tok
ryannli/opennote Capture fragments today. Make better decisions tomorrow. Your thoughts, compounded. 23 Claude Code 1 1,499 tok