How real projects configure their agents

22,109 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
john-broadway/proximo john-broadway.github.io The Proxmox MCP you can hand the keys. All four products: PVE, PBS, PMG, PDM. 44 Codex, OpenCode 1 974 tok
brycewang-stanford/stata-code Agent-native Stata bridge for empirical research — run DiD/IV/RDD and publication-ready ta 44 Claude Code, Codex, OpenCode 2 4,487 tok
OnlyCLI/OnlyCLI onlycli.github.io Turn any OpenAPI spec into a native CLI binary. No MCP, no bloat, no runtime dependencies, 44 Codex, OpenCode 1 730 tok
KongFangXun/sofagent Audit-first governance layer for AI coding agents — 24 git-diff rules, HMAC tamper-evident 44 Claude Code, Codex, Gemini CLI, OpenCode 4 1,026 tok
daedalus/fuzzer Information-dense, coverage-guided binary fuzzer 44 Codex, OpenCode 1 4,923 tok
kubeflow/mcp-server MCP Server for AI-Assisted Development with Kubeflow Tools 44 Codex, GitHub Copilot, OpenCode 2 2,802 tok
kubernetes-sigs/mcp-lifecycle-operator mcp-lifecycle-operator.sigs.k8s.io A Kubernetes operator that provides a declarative API to deploy, manage, and safely roll o 44 Codex, OpenCode 1 2,773 tok
CiscoDevNet/meraki-magic-mcp-community Meraki Dashboard MCP server 44 Codex, OpenCode 1 467 tok
mgifford/accessibility-skills A collection of Claude Skill to mirror https://mgifford.github.io/ACCESSIBILITY.md 44 Codex, OpenCode 1 751 tok
loonghao/auroraview loonghao.github.io A blazingly fast, lightweight WebView framework for DCC (Digital Content Creation) softwar 44 Claude Code, Codex, Gemini CLI, OpenCode 26 1,428 tok
utensils/mold utensils.io CLI-native local AI image and video generation for people, scripts, and agents — CUDA on L 44 Claude Code, Codex, OpenCode 4 15,937 tok
6Kmfi6HP/opencode2api OpenCode zen/go to OpenAI Codex/Anthropic Claude Code API proxy 44 Codex, OpenCode 1 677 tok
TabooHarmony/roblox-brain Give your AI coding agent a Roblox brain. Skill collection for Roblox Studio game developm 44 Codex, OpenCode 1 1,446 tok
karthikrshet/Career-Agents career-agents.vercel.app The Open-Source AI Career Operating System. 167 Specialized AI Agents across 19 Divisions, 44 Claude Code, Codex, OpenCode 13 609 tok
sandraschi/blender-mcp Headless Blender automation via FastMCP — 41 portmanteau tools (150+ ops). Batch mesh/VSE/ 44 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 906 tok
emlai/defi-native-skill Agent Skill that makes your AI crypto-native with an understanding of onchain capital mark 44 Codex, OpenCode 1 689 tok
goccy/sheena A lightweight, in-process sandbox for safely executing the tool calls an AI agent requests 44 Claude Code, Codex, OpenCode 2 2,052 tok
ibm-granite/granite.build Build orchestration for LLM pipelines 44 Claude Code, Codex, OpenCode 10 4,306 tok
shopwareLabs/ai-coding-tools Claude Code plugin marketplace for Shopware development. Provides MCP servers, skills, age 43 Claude Code, Codex, OpenCode 4 2,732 tok
hardyz0517/relay-pool-desktop Local desktop relay pool manager for AI API providers. 43 Codex, OpenCode 1 1,160 tok
kaorii-ako/Shiori-v1 shiori-v1.vercel.app Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS flashcards, G 43 Claude Code, Codex, OpenCode 2 2,544 tok
hyxnj666-creator/ai-memory npmjs.com Extract structured knowledge from Cursor & Claude Code conversations into git-trackable Ma 43 Codex, OpenCode 1 4,126 tok
1024XEngineer/bytemind 1024xengineer.github.io ByteMind is a lightweight Coding Agent designed to help users complete the software engine 43 Claude Code, Codex, OpenCode 7 524 tok
Heratiki/locallama-mcp An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intel 43 Claude Code, Codex, GitHub Copilot, OpenCode 9 9,399 tok
KevinKE93/Dev_Agent_OPC A automatic dev agent from idea → spec → design → plan → build → test → review → ship and 43 Codex, OpenCode 1 2,562 tok
atomchung/ccstory pypi.org Claude Code usage recap with narrative. ccusage tells you the bill, ccstory tells the stor 43 Claude Code, Codex, OpenCode 2 981 tok
nczz/kiro-discord-bot nczz.github.io Discord control plane for project-bound ACP agents (Kiro CLI/OMP) with MCP policy, cron/au 43 Codex, Kiro, OpenCode 6 20,283 tok
arespawn/WhatsAppToDiscord arespawn.com WhatsAppToDiscord is a Discord bot that uses WhatsApp Web as a bridge between Discord and 43 Codex, OpenCode 1 731 tok
ErkanBarin/playwright-agent-mcp-starter Boiler Plate for Playwright Automation with Ai Skills and Agents 43 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,249 tok
CybotAS/CookiebotWP wordpress.org This repository contains Addons that will make other plugins work with Cookiebot. 43 Claude Code, Codex, OpenCode 2 7,224 tok
lucas-flatwhite/gstack-ko Use Garry Tan's exact Claude Code setup: 6 opinionated tools that serve as CEO, Eng Manage 43 Claude Code, Codex, OpenCode 2 538 tok
Yulin-Bi/CodeAuto CodeAuto is an intelligent programming assistant developed using Java, drawing inspiration 43 Claude Code, Codex, OpenCode 2 102 tok
AOSSIE-Org/Resonate-Website resonate.aossie.org Resonate Landing Page 43 Claude Code, Codex, OpenCode 2 583 tok
evandersondev/darto darto-docs.vercel.app 🐶 Minimal, fast and type-safe web framework for Dart — inspired by Express and Hono. 43 Codex, OpenCode 1 1,905 tok
snoozbuster/is-smm-beaten-yet Webapp for the SMM1 Team 0% project 43 Codex, OpenCode 1 289 tok
BlockedPath/pi-xai-oauth xAI (Grok) provider with OAuth support for pi 43 Codex, OpenCode 1 2,998 tok
jacksonjp0311-gif/Perci Compact, local-first neuro-symbolic assistant in Rust with a 200 MiB Bitwork cognitive mod 43 Codex, OpenCode 1 1,407 tok
dvcol/neo-svelte dvcol.github.io Neomorphic ui library for svelte 5 43 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,143 tok
mlxtra/mlxtra 43 Codex, OpenCode 1 1,913 tok
imjszhang/js-eyes js-eyes.com Browser Extension for AI Agent like OpenClaw 43 Codex, OpenCode 1 1,954 tok
MarcelLeon/skills-zh agent-skills: Chinese localization and adaptation 43 Codex, OpenCode 1 516 tok
remorses/gitchamber gitchamber.com Download GitHub repos locally. opensrc alternative that does not edit your AGENTS.md 43 Codex, OpenCode 1 93 tok
kathrynwu/GTMbrain Help you with GTM, based on lessons from myself and other yc founders 43 Claude Code, Codex, OpenCode 22 3,293 tok
joshp123/xuezh 43 Codex, OpenCode 1 4,661 tok
bintaozhan-hub/personalized-interactive-learning 43 Claude Code, Codex, OpenCode 2 3,736 tok
vseplet/morph morph.deno.dev Embeddable fullstack library designed for creating Hypermedia-Driven Applications without 43 Codex, OpenCode 1 4,307 tok
accretional/collector Collector is an ORM, CRUD server, and distributed programming project using protobufs, grp 43 Codex, OpenCode 1 1,840 tok
Endgame-Labs/goated Always-on personal AI assistant built around Claude Code and Codex. 43 Claude Code, Codex, Gemini CLI, OpenCode 3 483 tok
lifangda/claude-plugins Install carefully refined workflows, commands, agents, MCP servers, and hooks with a singl 43 Claude Code, Codex, OpenCode 10 4,570 tok
glory-rs/glory An experimental rust web front framework 43 Codex, OpenCode 1 2,075 tok