How real projects configure their agents

22,145 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
xuzhougeng/agent-control cc-remote.app one agent or one fleet 18 Codex, OpenCode 1 771 tok
yanchuk/claude-plugin-codex Codex plugin that lets Codex consult local Claude Code for advice, reviews, adversarial ch 18 Claude Code, Codex, OpenCode 2 540 tok
LunkiBR/ship-it A Claude Code skill that catches commonly-forgotten UX/product details before you ship a s 18 Codex, OpenCode 1 1,343 tok
paladini/mcp-me mcp-me.page Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that give 18 Codex, GitHub Copilot, OpenCode 2 1,577 tok
aiconnai/agentshield aiconnai.github.io 🛡️ The security firewall for AI agent tools & MCP servers (Claude 5, GPT-5.6, Gemini 3.8, 18 Claude Code, Codex, OpenCode 2 7,275 tok
kriasoft/mcp-client-gen medium.com Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth 2.1 and mul 18 Claude Code, Codex, OpenCode 2 1,540 tok
Kevin-Liu-01/Loop loooooop.vercel.app An operator desk for self-updating agent skills. track sources, refresh with agents, versi 18 Claude Code, Codex, OpenCode 3 1,953 tok
ssdeanx/secure-rag-multi-agent deanmachines.com Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI 18 Codex, GitHub Copilot, OpenCode 3 15,972 tok
staticroostermedia-arch/engram glama.ai Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, sessio 18 Claude Code, Codex, OpenCode 2 3,188 tok
evepupil/CloudMind An open-source, user-owned AI memory layer running in your personal Cloudflare account. 18 Claude Code, Codex, OpenCode 2 9,868 tok
chwoerz/reporelay chwoerz.github.io A self-hosted code context engine for MCP. 18 Claude Code, Codex, OpenCode 2 2,403 tok
movahedan/monobun 🏎️ Monobun: The ultimate Bun-powered monorepo. Entity-driven architecture, Docker-first d 18 Codex, OpenCode 1 1,901 tok
beyond5959/acp-adapter Bridging Codex , Claude Code and Pi to Agent Client Protocol (ACP) with Go. 18 Claude Code, Codex, OpenCode 2 2,572 tok
l22-io/orchard-mcp MCP server for Apple Calendar, Mail, and Reminders on macOS using native EventKit and Scri 18 Claude Code, Codex, OpenCode 2 1,070 tok
check-technologies/mcp-server-check MCP server for the Check Payroll API 18 Codex, OpenCode 1 693 tok
merijjeyn/drawpad Communication interface for AI Coding Agents based on excalidraw to go beyond chats. 18 Claude Code, Codex, OpenCode 2 1,435 tok
mkwatson/ai-fastify-template 18 Claude Code, Codex, OpenCode 9 4,501 tok
grafana/grafana-cube-datasource grafana.com A Grafana data source plugin that brings semantic layer analytics via Cube. Define metrics 18 Codex, Cursor, OpenCode 2 997 tok
nexus-substrate/nexus-agents nexus-substrate.github.io Governance substrate for your AI coding agents — adversarial review, drift-detected rules, 18 Claude Code, Codex, Gemini CLI, OpenCode 7 30,817 tok
iurysza/android-use A CLI + SKILL for Android device automation built for agents and humans. 18 Codex, OpenCode 1 262 tok
xi-kari/crossframe-skill xi-kari.github.io CrossFrame Skill Suite: Chinese-language structural diagnosis, public-issue analysis, orga 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 37 12,411 tok
shutootaki/gwm Git worktree manager cli. Switch Git contexts with zero friction. Review pull requests, cr 18 Claude Code, Codex, OpenCode 6 1,160 tok
gpdir16/tabyAgent A more autonomous, more persistent, and easier alternative to OpenClaw/Hermes. Give it 18 Codex, OpenCode 1 223 tok
cdnwetzel/pxx Local-first AI coding agent runtime — your models, fail-closed safety, evidence-gated self 18 Codex, OpenCode 1 511 tok
conectlens/lenserfight moon.lenserfight.com Turn AI prompts into reusable, versioned Lenses - organize with Tags and Threads, automate 18 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 67 1,849 tok
olyannaa/clickadvisor clickadvisor.lovable.app CLI advisor for ClickHouse query optimization. Formally verified rewrite rules + RAG + MCP 18 Codex, OpenCode 1 783 tok
Rushik-B/Clira tryclira.com Open-source AI chief of staff — manages email, calendar, reminders, and tools with human a 18 Claude Code, Codex, OpenCode 3 3,665 tok
cyanheads/toolkit-mcp-server npmjs.com Generate random IDs, QR codes, and hashes, encode and decode values, and geolocate IPs, pl 18 Claude Code, Codex, OpenCode 2 13,216 tok
veryfront/veryfront-code veryfront.com Full-stack framework for building AI apps and agents with TypeScript and React. Works with 18 Claude Code, Codex, OpenCode 9 3,899 tok
Jason-hub-star/unityctl nuget.org Unity control plane for AI agents — 178 CLI commands, 12 MCP tools, headless CI/CD, undo r 18 Claude Code, Codex, OpenCode 3 6,313 tok
AgentConnect/awiki-agent-id-message Provide a skill that offers identity, public profile, and end-to-end messaging services fo 18 Claude Code, Codex, OpenCode 2 5,848 tok
bonginkan/fairy_tale fairytale.run Fable/Mythos-informed workflow augmentation for agent skills and plugins 18 Claude Code, Codex, OpenCode 6 366 tok
flowercomputers/hivemind global agent memory and skill sharing 18 Codex, OpenCode 1 1,948 tok
romiluz13/pi-agent-skills 18 Codex, OpenCode 1 584 tok
castle-x/skills-x AI Agent Skills Repo 18 Claude Code, Codex, OpenCode 26 1,100 tok
marcelorodrigo/agent-skills Agents Skills 18 Codex, OpenCode 1 962 tok
jayll1303/AIEKit AI Agents skills for AI Engineer 18 Codex, OpenCode 1 311 tok
GetStream/agent-skills Give your AI coding agent the ability to build, query, and manage Stream - Chat, Video, Fe 18 Codex, OpenCode 1 1,069 tok
WayneChou-bot/LLM-Wiki-Agent-Workflow-Demo llm-wiki-agent-workflow-demo.vercel.app Karpathy-inspired LLM Wiki demo: AI agents compile raw sources into a persistent, self-lin 18 Codex, OpenCode 1 368 tok
lydakis/alloy alloy.fyi Python for logic. English for intelligence. 18 Codex, OpenCode 1 2,397 tok
yuanyuekejiJN/AivoClaw aivoclaw.com A beautiful and practical cross-platform OpenClaw desktop client with one-click installati 18 Codex, OpenCode 1 6,077 tok
natnew/awesome-ai-scientists natnew.github.io A curated collection of resources for building “AI Scientist” systems: AI that assists sci 18 Claude Code, Codex, OpenCode 2 4,113 tok
attogram/agents attogram.github.io Standardize your AI collaboration. AGENTS files for your AI. HUMANS files for you. And mo 18 Codex, OpenCode 1 157 tok
lidge-jun/claude-e npmjs.com PTY-backed claude -p-style executor for Claude Code, packaged as the claude-e npm CLI 18 Codex, OpenCode 1 227 tok
kingggg5/shipproof shipproof-site.sjet2744.chatgpt.site Evidence-first Codex, Claude plugin for bugs, security, and 10k-to-1M-user scale readiness 18 Claude Code, Codex, Gemini CLI, OpenCode 3 1,055 tok
ajipurn/fida fida.my.id a local-first secret leak prevention layer for AI coding agents 18 Codex, OpenCode 1 129 tok
TaimoorKhan10/replayd stonepathlab.net Turn failed AI agent runs into replayable regression tests. Catch regressions before you s 18 Codex, OpenCode 1 4,501 tok
11Yuxuanyang/seedance-viral-forge 11yuxuanyang.github.io Reusable AI video prompt skills for Seedance 2.0 / 即梦: product-selling scripts, merchant d 18 Claude Code, Codex, OpenCode 2 691 tok
intellectronica/claude-agentsmd Claude Code plugin that syncs AGENTS.md → CLAUDE.md 18 Codex, OpenCode 1 107 tok
omar-A-hassan/medsci-agent Biomedical research agent with 28 MCP tools powered by MedGemma, TxGemma and OpenCode 18 Claude Code, GitHub Copilot, OpenCode 25 907 tok