How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
timwhitez/AutoRE-CLI Static-only binary analysis CLI and Agent Skill with bounded, evidence-backed output 6 Codex, OpenCode 1 520 tok
rundesk-ai/rundesk-cli Persistent proactive self-improving AI teammates with memory, skills, and schedules. 6 Claude Code, Codex, OpenCode 2 7,400 tok
CCDawn/codex-skills skills.sh Chinese-first Codex skill pack for intent alignment, dynamic routing, lightweight developm 6 Claude Code, Codex, OpenCode 2 984 tok
prangishviliAbe/agent-skills Portable, production-grade skills for AI coding agents — web development, security, UI/UX, 6 Codex, OpenCode 1 927 tok
mehdiforoozandeh/crux mehdiforoozandeh.github.io A scientific-method lab notebook your AI agent drives — research as a tree of questions an 6 Codex, OpenCode 1 586 tok
pivoshenko/pivoshenko.ai ai.pivoshenko.dev 🧙‍♂️ pivoshenko's AI workspace 6 Claude Code, Codex, OpenCode 2 1,532 tok
adhi-jp/minecraft-modding-mcp npmjs.com MCP server for AI-assisted Minecraft modding: inspect decompiled source, resolve Mojang/Ya 6 Codex, OpenCode 1 3,032 tok
Leonezz/openbaud baud.zhuwenq.cc Turn serial devices into reusable, auditable tools for coding agents — discover, decode, v 6 Claude Code, Codex 1
yihefeikong-rgb/ai-plc-integration-public Local AI automation workbench for Siemens PLC and industrial-robot R&D: MCP, TIA Portal V2 6 Codex, OpenCode 1 1,653 tok
Kiwunaka/codexRS Native Rust Codex Desktop client for Windows and Linux: tasks, diffs, Git, PTY, Browser, C 6 Codex, OpenCode 1 825 tok
FramY2/ctxwise npmjs.com CtxWise — see and control what Codex loads. Local-first context audit, profiles, drift det 6 Codex, OpenCode 1 144 tok
alanpcf/brasil-data-mcp npmjs.com MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays, DDD, ISB 6 Codex, OpenCode 1 4 tok
wonna-fi/saaga 6 Claude Code, Codex, OpenCode 2 420 tok
windyroad/agent-plugins Claude Code plugins for architecture governance, risk management, TDD, and delivery qualit 6 Claude Code, Codex, OpenCode 3 2,359 tok
Euclid-BG/Euclid-MCP euclid-bg.github.io Euclid-MCP server for logical reasoning: turns facts into formal proofs. Euclid-MCP is a h 6 Codex, OpenCode 1 2,525 tok
specdog/dotdog specdog.github.io CLI tool for structured software specs. Validate .dog files, compile .dag graphs, query vi 6 Claude Code, Codex, OpenCode 2 959 tok
Walvez/grok-subagent Use the official Grok Build CLI as a controlled external subagent for Codex via ACP and MC 6 Codex, OpenCode 1 591 tok
cyanheads/open-meteo-mcp-server npmjs.com Geocode places, fetch global weather forecasts, ERA5 historical climate, marine conditions 6 Claude Code, Codex, OpenCode 2 12,604 tok
berkayturk/appstore-precheck Read-only iOS App Store pre-submission check: scans 52 rejection vectors, wraps Apple's fa 6 Codex, OpenCode 1 792 tok
mhenke/john-ousterhout-skills Strategic software design guidelines for AI coding agents. 15 behavioral rules + critique/ 6 Claude Code, Codex, OpenCode 2 2,307 tok
Phelan164/codex-howto codex-howto-benchmark.nguyenvantamdk2.chatgpt.site Engineering-first OpenAI Codex guide: 14 modules, 9 installable skills, reproducible bench 6 Codex, OpenCode 1 318 tok
sky32/mcport A local-first MCP Workspace tool that lets AI securely connect to, understand, and operate 6 Codex, OpenCode 1 1,831 tok
churichard/fluxmail Self-hosted email CLI / API / MCP server for AI agents and apps 6 Claude Code, Codex, OpenCode 3 678 tok
iamwaqargulzar/Marketing-Agent-OS Marketing Agent OS: 236 cross-platform AI agent skills for marketing, SEO, GEO/AEO, conten 6 Claude Code, Codex, OpenCode 2 263 tok
defkode/orbx Per-project, isolated OrbStack Linux VMs from a zero-dependency Bash CLI — auto-named from 6 Claude Code, Codex, OpenCode 2 1,868 tok
kostja94/openblog alignify.co Agent-native, Git-based blog CMS module for product sites. Mount /blog on your marketing s 6 Codex, OpenCode 1 1,769 tok
mareurs/claude-plugins Claude Code plugin marketplace - SDD and more 6 Claude Code, Codex, OpenCode 2 10,767 tok
ayeshLK/archsmith npmjs.com Turn a validated JSON IR into a consistent layered-architecture diagram (SVG) — library, C 6 Claude Code, Codex, OpenCode 2 9,482 tok
wagtail/wagtail-mcp pypi.org Experimental MCP server to automate common operations on Wagtail projects 6 Codex, OpenCode 1 504 tok
opensymph/open-computer-use A local MCP server that gives AI agents eyes and hands on your desktop — macOS, Windows & 6 Claude Code, Codex, OpenCode 2 605 tok
tonydzi/second-brain-starter-kit Claude Code as a second brain: 100 battle-tested skills, a working CRM engine, vault templ 6 Codex, OpenCode 1 1,104 tok
Iron-Mark/Hackathon-Stellaroid_Earn stellaroid.tech Stellaroid Earn — On-chain credential registry and payment rail on Stellar. Issue, verify, 6 Claude Code, Codex, OpenCode 3 1,781 tok
olgasafonova/gleif-mcp-server MCP server for GLEIF LEI (Legal Entity Identifier) database access 6 Claude Code, Codex, OpenCode 2 413 tok
cacr92/WeReply Automatic WeChat chat reply assistant 6 Claude Code, Codex, Cursor, OpenCode 50 4,270 tok
alitiknazoglu/mcprobe An MCP server that audits other MCP servers. Connects to any stdio/HTTP target, lints ever 6 Claude Code, Codex 1
devnullvoid/mcp-ssh-tmux pypi.org Persistent SSH sessions for AI agents via tmux - No regex, no complexity, just visual snap 6 Codex, OpenCode 1 1,489 tok
kouroshez/coding-os coding-os.dev The cognitive operating system that gives AI coding agents memory, structure, and discipli 6 Claude Code, Codex, OpenCode 2 4,590 tok
nushey/agents-md-generator Mcp server to create agents-md efficiently 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,335 tok
emersonjds/redbar Spec-driven test agents for every layer. Math finds what you changed that nothing tests; a 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,518 tok
Taketo-Yoda/uv-sbom Generate SBOMs for Python projects managed by uv. 6 Claude Code, Codex, OpenCode 20 2,891 tok
GRACENOBLE/fullstack-template How I skip the repetitive setup, save tokens, save time and focus on the business logic 6 Claude Code, Codex, OpenCode 15 3,658 tok
namastexlabs/automagik-cli A powerful TypeScript-based CLI chat application for interacting with multi-agent AI syste 6 Claude Code, Codex, OpenCode 14 3,783 tok
henkaku-center/omise-interface omise.henkaku.org 6 Codex, GitHub Copilot, OpenCode 2 110 tok
dnsabby/MSITM.6341 Python Class Shared Project Directory 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 61 933 tok
lesleslie/jinja2-async-environment Provides asynchronous alternatives to Jinja2's standard template environment and loaders 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,668 tok
Kuniwak/puml-parallel Composing multiple PlantUML state diagrams in parallel with synchronization events 6 Claude Code, Codex, Gemini CLI, OpenCode 4 8 tok
lucaspressi/claudekit-engineer 6 Claude Code, Codex, Gemini CLI, OpenCode 10 2,006 tok
jeffgreendesign/textrawl textrawl.com Turn your documents into agent memory. MCP server with hybrid semantic + keyword search ov 5 Claude Code, Codex, OpenCode 4 3,324 tok
mrgnhnt96/sip A command-line tool to manage Dart mono-repos. 5 Claude Code, Codex, OpenCode 7 2,533 tok
villagesql/villagesql-skills villagesql.com Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin 5 Codex, OpenCode 1 370 tok