How real projects configure their agents

31,977 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
agents-squads/squads-cli agents-squads.com CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your 51 Claude Code, Codex, OpenCode 2 1,229 tok
Grey-Iris/easy-notion-mcp notion.so Markdown-first Notion MCP server. ~6-7x fewer response tokens vs official Notion MCP. 43 t 51 Claude Code 1 4,152 tok
ariffazil/arifOS arifos.arif-fazil.com Independent policy kernel for AI agents: judge before execute. F1–F13 floors, VAULT999 rec 51 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 6,748 tok
SquidSec/SquidC5 squidoffense.com Security-first AI-native C5 teamserver (Command · Control · Cognitive · Collaborative · Co 51 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,685 tok
d-kimuson/modular-mcp A Model Context Protocol (MCP) proxy server that enables efficient management of large too 51 Claude Code 1 437 tok
pomerium/mcp-app-demo Demo application showcasing how to build and secure MCP servers and clients with Pomerium 51 Claude Code, GitHub Copilot, Cursor 3 10,303 tok
atomCAD/atomCAD 51 Claude Code, Codex, OpenCode 4 2,471 tok
hamed-farag/claudeck claudeck.app A browser-based UI for Claude Code — chat, run workflows, manage MCP servers, track costs, 51 Claude Code, Codex 3
bfollington/terma གཏེར་མ 51 Claude Code, Codex, OpenCode 5 1,423 tok
weny911/AI-coding-almighty From product development to design, as well as front-end and back-end, empowering Agents t 51 Claude Code 35
ric03uec/clawrium ric03uec.github.io CLI fleet management for AI agents on local networks - deploy, upgrade, and monitor OpenCl 51 Claude Code, Codex, OpenCode 23 9,365 tok
Automattic/pressship pressship.org Submit and release WordPress.org plugins from the command line. 51 Claude Code 1
max-hq/max max.cloud Max is a federated data connectivity layer that puts searchable data next to your deployed 51 Claude Code 1 231 tok
haoruilee/oh-my-mcode 51 Claude Code, Codex, OpenCode 2 4,165 tok
rerun-io/examples-monorepo Holds all the more complex examples in a single monorepo 51 Claude Code, Codex, OpenCode 2 5,779 tok
ndif-team/ndif The NDIF server, which performs deep inference and serves nnsight requests remotely 51 Claude Code 1 4,885 tok
inureyes/gyeol 51 Claude Code, Codex, OpenCode 2 1,730 tok
neo4jrb/neo4j-ruby-driver Neo4j Ruby Driver 51 Claude Code 2 1,518 tok
nkhitrov/arch-blueprint Render your project components automatically 51 Claude Code 1 3,132 tok
graze-social/cocore co/core is a place where people share the compute they already own to run AI for each othe 51 Claude Code, Codex 5 1,989 tok
wbrown/janus-datalog An embeddable Datalog database that is Datomic-inspired written in Golang 51 Claude Code 6 19,173 tok
Synthyra/FastPLMs Easy to use and efficient implementations of Protein Language Models 51 Claude Code, Codex, OpenCode 2 2,041 tok
roberto-mello/lavra lavra.dev A plugin with compound engineering workflows and memory for AI coding agents 51 Claude Code, Codex, OpenCode 7 1,805 tok
aleclindz/seo-skill-bench seoagent.com Open benchmark for Claude Code SEO skills — real headless execution against fixture sites 51 Claude Code 1
iikarus/Dragon-Brain Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). 51 Claude Code 1 6,132 tok
Kiln-AI/Kilntainers kiln.tech MCP server to give every agent an ephemeral Linux sandboxes for executing shell commands. 51 Claude Code 1 345 tok
shiro-0x/hersona shiro-0x.github.io 346 reusable character attributes for AI agent personas — compose, measure, and port syste 51 Claude Code 1 906 tok
lbiz-partners/hometax-doum Six free skills for telling AI to perform Hometax tax tasks by voice — VAT, comprehensive 51 Claude Code, Codex, OpenCode 4 2,796 tok
agencia-conversion/agentic-seo-skills Agentic SEO operating system as a Claude Code plugin: project Wiki, DataForSEO workflows, 51 Claude Code, Codex, OpenCode 4 2,382 tok
bjwanneng/veriflow-cc VeriFlow-CC: A Claude Code-driven RTL design pipeline. Automates Chip-on-Chat from archite 51 Claude Code 1 1,972 tok
caspel26/django-ninja-aio-crud django-ninja-aio.com Async dynamic CRUD framework for Django Ninja — built-in auth, filtering, pagination, auto 51 Claude Code 1 3,588 tok
tyrchen/rust-lib-template My goto template for rust projects, with pre-commit, gh action for CI and cursor rules for 51 Claude Code, Codex, OpenCode 2 10,452 tok
babyworm/rtl-agent-team RTL agent team; Harness for Agentic hardware design and verificiation. 51 Claude Code 1 7,644 tok
JOINCLASS/ai-ceo-framework Run your entire company with Claude Code. 15 AI Agents + 5 Skills + Approval Pipeline. Bat 51 Claude Code 1 2,141 tok
rakovi4/continue-framework 51 Claude Code, Codex, OpenCode 62 866 tok
vvselijah/Claudegram @elijahaifl on instagram built out the steps to have any claude environment recreate your 51 Claude Code 3 721 tok
tronghieu/agent-skills An agentic skills framework 51 Claude Code, Codex, OpenCode 2 1,047 tok
posit-dev/open-source-website opensource.posit.co Posit Open Source Website 51 Claude Code 4 100 tok
jamalrfordii-arch/Vanguard-Map jamalrfordii-arch.github.io 3D multi-domain tactical intelligence map — live ships, flights, satellites, cables & spac 51 Claude Code 1 5,129 tok
gptme/gptme-agent-template gptme.org Agent workspace template for gptme - create persistent autonomous agents that build, learn 51 Claude Code, Codex, OpenCode 2 1,842 tok
zazencodes/random-number-mcp Production-ready MCP server that provides LLMs with essential random generation abilities, 51 Claude Code, Codex, OpenCode 2 832 tok
Kanevry/session-orchestrator session-orchestrator.com A repeatable Plan, Go, Close workflow for AI coding sessions. Open source for Claude Code, 51 Claude Code, Codex, OpenCode 7 7,822 tok
frhscopex/design-skill-os shadowmind.me The elite design intelligence layer for AI agents, synthesized from 10+ legendary design b 51 Claude Code 1 432 tok
purplefish-ai/factory-factory factoryfactory.ai Workspace-based coding environment for running multiple Claude Code and Codex sessions in 51 Claude Code, Codex, OpenCode 2 1,257 tok
delphicleancode/delphi-spec-kit inovefast.com.br An opinionated ecosystem of rules, skills, and steerings to elevate Delphi development to 51 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,608 tok
fiale-plus/tradingview-mcp-server fiale.plus Unofficial MCP and CLI for TradingView API 51 Claude Code 11 1,777 tok
gvkhosla/compound-engineering-pi Compound engineering extension for Pi coding agent workflows. 51 Claude Code, Codex, OpenCode 3 3,221 tok
jl-codes/platformio-mcp 51 Claude Code, Codex 11
luanmorenommaciel/uc-transact-co 51 Claude Code, Codex, OpenCode 2 430 tok
scosman/vibe-crafting Not quite vibe-coding. Not quite boomer coding. Something else. 51 Claude Code 1 333 tok