How real projects configure their agents

32,540 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
tene-ai/tene tene.sh AI-safe secret manager CLI for Claude Code, Cursor, and other AI agents. Local-first, encr 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,109 tok
yelmuratoff/agent_sync One source of truth for your AI coding rules. AgentSync generates them for 14 tools in eac 18 Claude Code, Codex 13 —
Laotree/verify-networking-plugin Network check before Claude Code starts — DNS, exit IP region, and TCP connectivity with � 18 Claude Code 1 1,740 tok
miyamamoto/jvlink-mcp-server JRA racing analysis MCP server for JVLinkToSQLite databases 18 Claude Code 2 —
denn-gubsky/loomcycle loomcycle.dev The runtime substrate for agentic systems — one Go binary, six LLM providers, MCP-native, 18 Claude Code 1 13,583 tok
marcoemrich/EXACT-Coding-Exercises Exercise repo for the EXACT Coding workshop -- Example-guided, AI-Collaborative & Test-dr 18 Claude Code 10 —
remsky/comic-chat-web comics.remsky.art Modern port of Microsoft Comic Chat 1996 on Cloudflare Durable Objects || Create custom st 18 Claude Code, Codex, OpenCode 2 1,296 tok
zhitongblog/unterm unterm.app The terminal AI agents can drive — and the cockpit to run them from. 151 MCP methods, agen 18 Claude Code 1 1,927 tok
Magnus-Gille/noxctl npmjs.com CLI and MCP server for Fortnox — invoices, bookkeeping, VAT, payroll, and automation 18 Claude Code 1 747 tok
sandraschi/qcad-mcp fastmcp 3.4 server plus webapp for qcad pro architectural cad 18 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 744 tok
gpt-cmdr/ras-commander-mcp MCP Server to Access HEC-RAS Project Data via Claude Desktop, Claude Code and other LLMs 18 Claude Code, Codex, OpenCode 2 373 tok
Athroniaeth/piighost piighost.dev Reversible PII masking for LLM agents: piighost replaces personal data with placeholders b 18 Claude Code 2 —
jmagly/kintsugi-usb AI-assisted rescue boot USB — a Ventoy multi-boot drive on Ubuntu 24.04 with offline LLM i 18 Claude Code, Codex, OpenCode 21 3,014 tok
tf1993614/Know-your-fate Mingshu Tianwen is an open-source AI fortune-telling application combining Claude Code Age 18 Claude Code 23 5,429 tok
b3rys/b3rys-team-os An AI team that stays on my Mac. Assign work through Telegram or Slack, and it decides who 18 Claude Code 1 383 tok
SolaceProducts/solace-broker-mcp Production MCP server for the Solace broker 18 Claude Code, GitHub Copilot 9 1,175 tok
G-Research/bobbit Agent workforce manager for product owners 18 Claude Code, Codex, OpenCode 12 1,618 tok
leadpoet/leadpoet subnet71.com Open-source Bittensor subnet for a global AI agent competition in sales intelligence 18 Claude Code, Codex, OpenCode 2 34,706 tok
aporb/agentic-os A minimal, opinionated template for turning any AI agent CLI into a persistent operating s 18 Claude Code, Codex, Cursor, OpenCode 3 2,326 tok
faborsky/sklik-ppc-app CLI pro správu kampaní v Seznam Sklik přes API Drak a Fénix. Pro marketéry a agentury, kte 18 Claude Code 1 4,986 tok
visusnet/trade-republic-mcp-server MCP server for Trade Republic – enables AI assistants to trade assets, check balances, and 18 Claude Code 3 1,241 tok
maxkuminov/obsidian-mcp Self-hosted agent memory in your Obsidian vault: an MCP server with hybrid search, link gr 18 Claude Code, Codex, OpenCode 2 15,573 tok
klodr/gmail-mcp Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for attachment 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,076 tok
jamillazarev/multica-ops ai.jamillazarev.com Mops 🐶 — your Executive Advisor for Multica: builds and runs an autonomous company of AI 18 Claude Code, Codex, OpenCode 2 9,401 tok
kanfu-panda/pdlc-skills kanfu-panda.github.io Skills that make your AI coding agent prove its work: PRD → TDD → implement → review → shi 18 Claude Code 1 5,698 tok
biedongbin/dsh-claude-compat DSH plugin: bridge Claude Code's .claude/ directory (skills, commands, rules) into DeepSee 18 Claude Code 1 —
mittal-parth/claude-clan playclaude.vercel.app Turn your codebase and GitHub PRs into a live isometric city where AI agents visibly build 18 Claude Code 3 3,351 tok
andreapollastri/newsletter newsletter.web.ap.it Open Source Newsletter System 18 Claude Code, Codex, OpenCode 2 5,350 tok
Caprista/KarvyLoop The agent that learns how you decide - and proves it by never deciding for you. A local-fi 18 Claude Code 1 —
nickschuetz/o3de-mcp Automate Open 3D Engine with AI — an MCP server for editor control, project & build manage 18 Claude Code, Codex, OpenCode 2 6,109 tok
Mharis-code/videoanalyzer A Claude Code skill that watches and reverse-engineers any social media video into a struc 18 Claude Code 1 654 tok
T0ha/camelot camelotai.tech Kanban board based coding agents orchestrator based on KISS 18 Claude Code, Codex, OpenCode 4 4,970 tok
macanderson/stella stella.oxagen.sh A coding agent that builds it's own tools and mines it's own skills and always ships with 18 Claude Code, Codex, OpenCode 5 46,046 tok
AceDataCloud/MidjourneyMCP MCP server for Midjourney image generation through Ace Data Cloud. 18 Claude Code, GitHub Copilot 2 871 tok
AishwaryShrivastav/vibe-testing testing.tfgstudio.com Code-aware browser testing for AI coding agents. 14 MCP tools, CLI workflows, regression m 18 Claude Code, Codex, Cursor, OpenCode 3 1,908 tok
DustinTrap/kvm-pilot Smart hands for your AI agents — write-capable, multi-plane (KVM + BMC + SSH) MCP server f 18 Claude Code 2 2,657 tok
architawr/claude-bpmn-skill Claude Code plugin (Agent Skill) for BPMN 2.0 - read, explain, create & edit .bpmn process 18 Claude Code 1 1,256 tok
facebook/agentic-tools Agentic tools plugin and skills 18 Claude Code, Codex, OpenCode 2 2,065 tok
CasualOffice/slides slide.schnsrw.live Open-source self-hosted web slides editor with .pptx round-trip — an alternative to Google 18 Claude Code 1 1,348 tok
mehdiforoozandeh/crux mehdiforoozandeh.github.io A scientific-method lab notebook your AI agent drives — research as a tree of questions an 18 Claude Code, Codex, OpenCode 1 610 tok
iksnerd/adb-mcp adb-mcp.com MCP server for Android — drive emulators and real devices over adb from Claude Code, Curso 18 Claude Code 1 —
daftAI2026/daftAI-skills 18 Claude Code, Codex, OpenCode 2 8,208 tok
vanssata/jetbrains-claude-subscription Unofficial JetBrains plugin: adds a Claude Subscription (Pro/Max) ACP agent to the AI Assi 18 Claude Code 2 1,905 tok
mosif16/codex-Skills 18 Claude Code 1 970 tok
pedralcg/arcmap-mcp pedralcg.dev Servidor MCP para ArcMap 10.5–10.8: un asistente de IA conduce una sesión viva de ArcMap. 18 Claude Code 1 805 tok
2mawi2/para Manage sandboxed parallel claude code sessions on git worktrees 18 Claude Code 9 3,272 tok
atopile/packages packages.atopile.io First-party packages 📦 from atopile 18 Claude Code, GitHub Copilot 2 10,286 tok
jnarowski/agentcmd agentcmd.dev ✨ AI Code Workflow Orchestration Platform 18 Claude Code 37 2,657 tok
jhlee111/ash_grant Permission-based authorization extension and dev tools for Ash Framework 18 Claude Code 4 3,750 tok
lightsparkdev/hurlicane If you have to ask, you're not ready 🌀 18 Claude Code 3 725 tok