How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
emson/elfmem sELF improving agent memory system 59 Claude Code, Codex, OpenCode 2 4,333 tok
mahatab/synode-council-of-ai-agents Synode — A macOS & Windows desktop app where multiple AI models discuss questions as a cou 59 Claude Code 1 814 tok
takumi0706/google-calendar-mcp Google Calendar MCP server for Claude Desktop integration 59 Claude Code 18 792 tok
tdimino/bg3se-macos A replication of the Baldur's Gate 3 Script Extender for MacOS 59 Claude Code 2 5,371 tok
SummerEngine/summer-engine-agent summerengine.com The game engine for AI agents. Give your AI superpowers for game dev + A skills framework 59 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
N0819/Sonder_Engine An engine for creating coherent fiction with LLMs through a persistent worldstate with det 59 Claude Code, Codex, OpenCode 3 35,245 tok
btspoony/mstar-harness An omni-plugin for harness engineering workflows with multi-agents, programmatic gates and 59 Claude Code, Codex, OpenCode 2 1,582 tok
yylo-dev/yylo yylo.dev YYLO (why-lo): AI coding-agent orchestration CLI with equivalent yylo and yy launchers. 59 Claude Code 4
wraps-team/wraps wraps.dev AWS Email, SMS, & CDN, simple. 59 Claude Code, Codex, OpenCode 3 7,666 tok
ScottDuncanAI/industrial-ai-troubleshooting-agent 59 Claude Code 5 6,180 tok
typefully/agent-skills AI agent skills for drafting and scheduling social media posts via Typefully 59 Claude Code, Codex, OpenCode 2 1,036 tok
ThePatriczek/playwright-recast Fluent pipeline library for processing Playwright traces into polished demo videos with TT 59 Claude Code 4
raphaeltm/simple-agent-manager simple-agent-manager.org Run multiple coding agents in parallel on your own cloud VMs. 59 Claude Code, Codex, OpenCode 33 8,677 tok
in-the-loop-labs/pair-review AI assisted code review with a human in the loop 59 Claude Code, Codex, OpenCode 6 3,794 tok
hodstack/hodstack Hodstack makes coding agents more productive. 59 Claude Code, Codex, OpenCode 2 1,850 tok
hyperb1iss/sibyl hyperb1iss.github.io Collective intelligence runtime for AI agents. Knowledge graph + persistent memory. 59 Claude Code, Codex, OpenCode 2 2,216 tok
quantskills/agent-quantspace AI-native quantitative research framework 59 Claude Code, Codex, OpenCode 2 2,304 tok
sandudorogan/tmux-pane-tree sandudorogan.github.io ┣nteractive tmux pane tree with live agent badges and Vim-style navigation. 59 Claude Code 1 1,836 tok
tuanductran/hr-skills hr-skills-web.vercel.app AI skills and technical recruiting knowledge for modern HR and talent acquisition teams. 59 Claude Code, Codex, GitHub Copilot, OpenCode 27 1,789 tok
omarshahine/findmy-cli Query Find My friend locations on macOS via UI automation, screenshots, and Vision OCR — s 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 898 tok
NeoZi12/dispatchseo dispatchseo.com Turn your AI agent into your SEO manager - works today with Claude Code, Codex, and Cursor 59 Claude Code 7 3,835 tok
prime-radiant-inc/gauntlet AI-powered QA testing framework that uses LLMs (Claude or GPT) to test web apps, CLI tools 59 Claude Code 1
ScrapeGraphAI/just-scrape scrapegraphai.com CLI for AI-powered web scraping, structured data extraction, web search, multi-page crawli 59 Claude Code 2 169 tok
AgriciDaniel/youtuber agricidaniel.github.io A source-cited YouTube brain: creator growth & strategy, the developer API, and paid adver 59 Claude Code, Codex, Gemini CLI, OpenCode 3 403 tok
nebulae/trudi Autonomous DFIR agent — SANS SIFT Workstation MCP server for incident response 59 Claude Code 1
bob-zebedy/CodexBar CodexBar is a macOS menu bar app for viewing local Codex account status, quotas, token usa 59 Claude Code, Codex, OpenCode 2 16,287 tok
clharman/circuit-mcp Computer use-like MCP for webapps and electron apps, to enable AI agents to test their cha 59 Claude Code 1 546 tok
mouse-lin/finesse-brief 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 19,678 tok
iLearn-Lab/EvoHarness EvoHarness delivers terminal-native agent infrastructure: tools, commands, skills, agents, 58 Claude Code 30 319 tok
bladnman/planning_benchmark 58 Claude Code, Codex, Gemini CLI, OpenCode 3 583 tok
olafgeibig/knowledge-mcp A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG e 58 Claude Code, Codex, OpenCode 2 1,515 tok
lktiep/cortex-hub hub.jackle.dev Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent 58 Claude Code, Codex, Cursor, OpenCode 10 2,119 tok
spacehendrix/clauder > CLAUDER - a safer and supercharged Claude Code 58 Claude Code 9
dunialabs/peta-core peta.io The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based a 58 Claude Code, Codex, Cursor, OpenCode 3 8,861 tok
AaronZ345/codebase-argus aaronz345.github.io Multi-agent codebase review for PRs, CI, and downstream fork syncs. 58 Claude Code, Codex, OpenCode 2 79 tok
DenizOkcu/claude-code-ai-development-workflow Comprehensive slash commands for a complete software development lifecycle - from research 58 Claude Code 2 1,691 tok
FlorianBruniaux/cc-copilot-bridge ccbridge.bruniaux.com Multi-provider routing for Claude Code CLI. Use your Copilot subscription, Ollama offline, 58 Claude Code 1 9,436 tok
atrawog/mcp-oauth-gateway atrawog.github.io An OAuth 2.1 Authorization Server that adds authentication to any MCP (Model Context Proto 58 Claude Code 1 9,210 tok
abeyuya/actions-mention-to-slack Github Action for convert Github mention to Slack mention. 58 Claude Code 5
git-plm/parts Verifiable parts database and KiCad Libraries 58 Claude Code 2 1,750 tok
bidewio/better-openclaw 58 Claude Code, Codex 4
CarbeneAI/Talon Penetration Testing MCP for Claude Code. AI-assisted security testing with automated recon 58 Claude Code 1 479 tok
dylan-labs/nom-pet A desktop pet that eats the AI tokens you burn through Claude Code. 58 Claude Code 1 3,495 tok
forcedotcom/SalesforceMobileSDK-Templates 58 Claude Code 5 5,739 tok
tabayashi0117/Score-CAM 58 Claude Code 1 1,091 tok
Winddfall/CoBridge open-vsx.org Multi-AI context sync tool that syncs AI memory with one click. 58 Claude Code 1 522 tok
iamrichardD/tradingview 58 Claude Code, Gemini CLI 15 6,916 tok
lukascivil/json-difference lukascivil.github.io A simple way to find the difference between two objects or json diff 58 Claude Code, Codex, OpenCode 12 2,449 tok
nabinno/dojo This is a repository for immersive learning, meditation or software development. 58 Claude Code 1 1,073 tok
anuragrpatil23/Thinking-Space 58 Claude Code, Codex, OpenCode 3 2,224 tok