How real projects configure their agents

31,984 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
ogrodev/fsociety Multi-plugin marketplace for Claude Code offensive security plugins 20 Claude Code 1 2,310 tok
coalesce-labs/catalyst Token-efficient Claude Code workspace with parallel agents and persistent memory. Research 20 Claude Code, Codex, OpenCode 2 7,714 tok
olgasafonova/mediawiki-mcp-server MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants 20 Claude Code, Codex, OpenCode 2 435 tok
ma4nn/pp-terminal The Analytic Companion for Portfolio Performance 20 Claude Code 1 2,137 tok
jamesmontemagno/mcp-badge-creator mcpbadge.dev Add badges for your README to install MCP servers in VS Code & Visual Studio 20 Claude Code, GitHub Copilot 4 4,017 tok
iliaal/codesage Code intelligence engine for AI coding agents. Structural graph queries plus semantic sear 20 Claude Code, Codex, OpenCode 4 11,134 tok
mtbun/storeshots-mcp npmjs.com Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefi 20 Claude Code, Codex, OpenCode 2 1,337 tok
asgard-ai-platform/mcp-shopline MCP server wrapping the Shopline Open API into 143 AI-callable tools (75 read + 68 write) 20 Claude Code 1 1,400 tok
pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with 20 Claude Code, Codex, OpenCode 2 5,174 tok
agent-receipts/obsigna agentreceipts.ai Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec 20 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,369 tok
dfradehubs/agentgram agentgram.eu A single front door for all your AI agents and MCPs 20 Claude Code 14 1,457 tok
openmaster-ai/clawmaster Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital pe 20 Claude Code, Codex, OpenCode 2 4,304 tok
simonrowland/goal-flight Claude/Grokbot plugin and scripts: long-running controller pattern to chunk and delegate c 20 Claude Code, Codex, OpenCode 2 2,010 tok
aigengame/cli-agentic-workflow A lightweight local-first CLI that orchestrates AI agent CLIs (claude, codex) into powerfu 20 Claude Code, Codex, OpenCode 6 198 tok
IvanMurzak/MCP-Plugin-dotnet .NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-ap 20 Claude Code, GitHub Copilot 4 984 tok
SaharCarmel/TheAlmanac A documentation assistant leveraging Model Context Protocol (MCP) to help programmers acce 20 Claude Code 1 1,097 tok
SmythOS/smyth-docs smythos.com Everything you need to build, deploy, and collaborate with agents. Ride the llama, avoid t 20 Claude Code 1 683 tok
vastxie/ai-worldcup-2026 wc.lightai.io AI WorldCup Arena 2026: AI agents compete to predict the 2026 World Cup with virtual point 20 Claude Code, Codex, OpenCode 2 2,611 tok
pioner92/symbolpeek-mcp Ask for the symbol, not the file. Token-efficient MCP server giving AI coding agents sym 20 Claude Code 1 354 tok
SoundBlaster/XcodeMCPWrapper soundblaster.github.io MCP that makes Xcode 26.3's MCP compatible with Cursor and other strict MCP-spec-compliant 20 Claude Code, Codex, OpenCode 8 3,421 tok
aws-bench/aws-bench-datasets Scenarios and tasks for evaluating AI agents on real-world AWS automation tasks. Use the a 20 Claude Code, Codex, OpenCode 2 1,233 tok
Mone-Industries/sempre Docker-based multi-agent AI team. One config file. Unlimited agents. Always on. 20 Claude Code 1 2,654 tok
footprintjs/agentfootprint footprintjs.github.io Context engineering, abstracted. Build AI agents whose every LLM call traces back to what 20 Claude Code, Codex, OpenCode 4 29,739 tok
aaronsb/texflow-mcp LaTeX document compiler with MCP interface — AI agents author documents via structured mod 20 Claude Code 1 770 tok
julymetodiev/post-cortex 369.is Post-Cortex provides durable memory infrastructure with automatic knowledge graph construc 20 Claude Code 4 809 tok
jimmyliao/digest-agent 20 Claude Code, Codex, Gemini CLI, OpenCode 7 1,949 tok
Sn4kyGit/antigravity-project-starter Antigravity Supercharged Project Engine. A complete AI Agent architecture featuring jCodeM 20 Claude Code, Codex 6
kychee-com/run402-core run402.com Open-source, self-hostable server and runtime core for Run402 — backend infrastructure for 20 Claude Code, Codex, OpenCode 4 573 tok
tiny-flowlab/novel-studio-copilot-cli AI-powered multi-agent novel creation system for GitHub Copilot CLI 20 Claude Code, Codex, OpenCode 27 1,574 tok
project-koku/koku-metrics-operator Operator to obtain OCP usage data and upload it to koku. 20 Claude Code, Codex, OpenCode 5 1,124 tok
waynesutton/convex-mcp-visual npmjs.com Schema visualizer and dashboard tools for exploring Convex databases. Opens interactive br 20 Claude Code, Codex, OpenCode 2 1,433 tok
sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: 20 Claude Code, Codex, OpenCode 23 3,324 tok
iowarp/clio-core Harnessing distributed, tiered storage for context management 20 Claude Code, Codex, OpenCode 12 10,919 tok
rmedranollamas/research-cli Gemini Deep Research Agent CLI 20 Claude Code, Codex, OpenCode 2 549 tok
mnvsk97/agentbreak infrastructure chaos to test the resilience of ai agents 20 Claude Code 1 155 tok
amyotoff/open-pipi Open-source, token-frugal agents for real teams — private memory, shared packs, your hardw 20 Claude Code, Codex, OpenCode 2 486 tok
agidesigner/five-step-method-skill jogg.ai AI agent skill that teaches "question → delete → simplify → accelerate → automate" before 20 Claude Code, Codex, OpenCode 2 2,674 tok
xrf9268-hue/llm-council-plugin 20 Claude Code, Codex, OpenCode 2 1,588 tok
khaoss85/AI-Team-Orchestrator books.danielepelleri.com Next-generation multi-agent AI platform with autonomous quality gates, real-time thinkin 20 Claude Code 15 4,541 tok
Jason-Cyr/AgenticProductTeam An agentic product lifecycle accelerator. Give it an idea, get a PRD, research plan, desig 20 Claude Code 1 2,057 tok
johndaskovsky/nightshift npmjs.com Long-running unsupervised agent framework 20 Claude Code, Codex, OpenCode 23 2,457 tok
kunchenguid/programbench-bench 20 Claude Code, Codex, OpenCode 2 11,045 tok
melodykoh/learning-loop-skill Claude Code skill for capturing and codifying learnings before session ends / context lost 20 Claude Code 1 1,199 tok
balakumardev/perplexity-web-wrapper Use your existing Perplexity subscription with MCP - no API costs. Web wrapper + MCP serve 20 Claude Code, Codex, OpenCode 2 939 tok
clashcontrol-io/ClashControl clashcontrol.io clash controle webapp 20 Claude Code 1 5,739 tok
Go1c/LumioAgent LumioAgent 20 Claude Code, Codex, OpenCode 4 603 tok
entrippy/OctoPrint-OctoHue Illuminate your print job and signal its status using a Philips Hue lights. 20 Claude Code 1 1,073 tok
kalenjordan/shopworker 20 Claude Code 1 1,351 tok
pierreb-devkit/Vue weareopensource.me :computer: Vue - Boilerplate Front : Vue 3, Pinia, Vuetify 3, JWT, Jest 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
TeacherOp/NoobBook NoobBook the only product every company would need to run with 10x efficiency 20 Claude Code 1 5,267 tok