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
BaLaurent/agent-desktop agent-desktop.site An highly configurable desktop client for your favourite LLM 54 Claude Code 1 5,749 tok
The-AI-Alliance/cube-standard the-ai-alliance.github.io Standardize benchmark wrapping so the community can wrap various otherwise-incompatible be 54 Claude Code, Codex, OpenCode 6 2,557 tok
ThirdKeyAI/Symbiont docs.symbiont.dev Symbiont lets teams build production agentic applications where every action is governed, 54 Claude Code, Codex, OpenCode 2 8,502 tok
elliottdehn/wam A text language + compiler for LLM-authored low-poly WoW-style characters: mesh, rig, and 54 Claude Code, Codex, OpenCode 2 597 tok
MaorBril/clauder 54 Claude Code 2 757 tok
zacharypodbela/django-rest-framework-mcp Quickly build MCP servers that expose your Django Rest Framework APIs as tools for LLMs an 54 Claude Code 1 394 tok
mrjasonroy/cache-components-cache-handler A Nextjs Cache Components Cache Handler 54 Claude Code, Codex, OpenCode 2 1,788 tok
aicoincom/coinos-skills aicoin.com AiCoin crypto toolkit for AI agents — 40+ tools for real-time prices, K-lines, AI analysis 54 Claude Code, Codex, OpenCode 2 5,502 tok
nl8590687/lemonclaw LemonClaw, an open-source, universal AI digital employee agent 54 Claude Code, Codex, OpenCode 2 248 tok
MaxGhenis/openmessage openmessage.ai Local-first Google Messages + WhatsApp inbox for Mac, web, and MCP. 54 Claude Code 2 3,226 tok
IvanMurzak/Unity-AI-ProBuilder ai-game.dev MCP Tools for Unity ProBuilder — model and edit meshes with AI. 54 Claude Code 1 384 tok
jokull/icelandic-data Data toolkit for Icelandic public data, built around Claude Code 54 Claude Code, Codex, OpenCode 2 8,212 tok
Corvidae-Coding-Projects/Thermite Agentic language built on rust 54 Claude Code 9
ConaMobileDev/PdfKmp conamobiledev.github.io Kotlin Multiplatform PDF generator - Android, iOS, Desktop (JVM), Web (Wasm). Vector-first 54 Claude Code, Codex, OpenCode 3 9,830 tok
SpringCare/VERA-MH VERA-MH official repository 54 Claude Code, Codex, OpenCode 15 2,477 tok
myxiaoao/dujiaoka-next 🦄 Unicorn Card NEXT (automated vending system) — an open-source automation solution for w 54 Claude Code, Codex, OpenCode 2 13,374 tok
greenpeas007/tradingview-mcp-jackson AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop f 54 Claude Code 1 1,873 tok
Agile-V/agile_v_skills agile-v.org Agent Skills for traceable requirements, independent verification, human approval gates, a 54 Claude Code, Codex, OpenCode 2 3,509 tok
remenoscodes/git-native-issue Distributed issue tracking embedded in Git — track issues locally, sync anywhere, no serve 54 Claude Code 1 407 tok
seehiong/blender-mcp-bridge seehiong.github.io Automate Blender 3D modeling with AI via MCP — 93 tools for modeling, sculpting, architect 54 Claude Code 1
gke-labs/kube-agents gke-labs.github.io An autonomous agentic harness for Kubernetes. Proactive fleet audits, declarative GitOps r 54 Claude Code, Codex, OpenCode 29 8,902 tok
unmateria/MCP-Access MCP Server for editing VBA code and controls on an MS Access .ACCDB database via LLM (test 54 Claude Code 1 14,594 tok
reorder-js/reorder reorderjs.com Open Source Medusa.js Subscription Plugin 54 Claude Code, Codex, OpenCode 8 12 tok
jiang198012/workbuddian obsidian.md Obsidian plugin turning local CodeBuddy CLI or Hermes agent into an in-vault AI chat with 54 Claude Code 1 2,005 tok
antiwork/gumroad-cli CLI for the Gumroad API 54 Claude Code, Codex, OpenCode 2 196 tok
HollyZoe/cheatengine-mcp-tcp-bridge TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI direct 54 Claude Code, Codex, OpenCode 2 4,513 tok
calesthio/PhantomReach Free, open-source local business intelligence audits for marketers and agencies. Run on yo 54 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,139 tok
longbridge/developers open.longbridge.com Longbridge Developers Website 54 Claude Code 4 1,715 tok
ruvnet/dynamo-mcp A dyamic MCP Registry using Cookiecutter templates 54 Claude Code, GitHub Copilot 2 52 tok
cubeplexai/cubepi cubepi.ai CubePi — An async-first Python agent kernel inspired by Pi, built for coding agents, tools 54 Claude Code, Codex, OpenCode 2 1,303 tok
sygnalinc/Apple-Frameworks-for-TouchDesigner Apple's on-device frameworks (Vision, Core ML, RealityKit, SpeechAnalyzer, MLX ...) as nat 54 Claude Code, Codex, OpenCode 3 76 tok
omarshahine/apple-pim npmjs.com Native macOS integration for Calendar, Reminders, and Contacts using EventKit and Contacts 54 Claude Code, Codex, GitHub Copilot, OpenCode 19 5,620 tok
coda0HQ/open-artifacts Open-source, self-hosted Claude Code Artifacts on Cloudflare — publish, password-protect, 53 Claude Code, Codex, OpenCode 6 715 tok
wanghao9610/STAR wanghao9610.github.io STAR: Systematic Toolchain for AI Research (Harness, WIP) 53 Claude Code, Codex, OpenCode 32 2,045 tok
ndthanhdev/mcp-browser-kit An MCP Server that enables AI assistants to interact with your local browsers. 53 Claude Code, Codex, OpenCode 3 435 tok
janbjorge/rekal pypi.org Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file. 53 Claude Code, Codex, OpenCode 2 1,860 tok
war851/AI-Governance-Architecture toldi.io Claude Code best practices applied to application design. Interactive HLD/LLD visualizatio 53 Claude Code 9 985 tok
roderik/ai-rules Professional AI assistant configurations for Claude Code, Codex CLI, OpenCode and Gemini C 53 Claude Code 3
yjwong/lark-cli A token-efficient CLI for Lark/Feishu APIs, designed for AI assistants like Claude Code. S 53 Claude Code 1 1,056 tok
jubscodes/get-shit-pretty gsp.jubs.studio Design engineering for AI coding tools. Brand identity + design projects, from strategy to 53 Claude Code 1 2,792 tok
Nimbleway/agent-skills nimbleway.com Agent skills that give AI agents live web data — search, scrape, and extract structured da 53 Claude Code 1 4,740 tok
liangdabiao/Bright-Data-MCP-Claude-Skill-deep-research skillhub.cn In-depth research for e-commerce channels and other platforms using Claude Code, MCP, Skil 53 Claude Code 2
iuhoay/skills A collection of Claude Code skills for Rails development and code review. 53 Claude Code 1 2,813 tok
moeru-ai/alint 🤖🤮 Hate the yuck codes that agents generated? Try `alint`, a ESLint like toolchain for i 53 Claude Code, Codex, OpenCode 2 2,997 tok
EmberAGI/arbitrum-vibekit Arbitrum Vibekit 53 Claude Code 1 3,059 tok
nesbo/dotnet-claude-code-skills Claude Code Skills for .NET developers. 53 Claude Code 1 2,158 tok
SalesforceCommerceCloud/b2c-developer-tooling salesforcecommercecloud.github.io B2C CLI, VSCode Extension, Skills+MCP, and Tooling SDK for Salesforce Agentforce Commerce 53 Claude Code, Codex, OpenCode 10 2,535 tok
credyt/ai-tools credyt.ai AI agent skills and MCP integration for Credyt — real-time usage-based billing for AI prod 53 Claude Code 2 2,019 tok
paiml/rust-mcp-sdk paiml.github.io Pragmatic AI Labs MCP SDK 53 Claude Code 3 10,251 tok
MaxQian888/cognia-next 53 Claude Code, Codex, GitHub Copilot, OpenCode 70 11,242 tok