How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
JUNKDOGE-JOE/after-effects-mcp AI-powered Adobe After Effects automation via MCP. Chat in a CEP panel or connect external 96 Codex, OpenCode 1 6,738 tok
mgreen27/mcp-velociraptor VelociraptorMCP is a Model Context Protocol bridge for exposing LLMs to MCP clients. 96 Codex, OpenCode 1 593 tok
Remix-Design/RemixIcon-MCP 96 Claude Code, Codex, OpenCode 2 1,284 tok
flplima/tmuxy tmuxy.sh The missing tmux GUI. Not a terminal emulator. 96 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,774 tok
xiangkehan/Fathom 95 Codex, OpenCode 1 1,440 tok
Apricooooot/opencode-safechange A risk-aware multi-agent runtime for safe code migrations in OpenCode. 95 Claude Code, Codex, OpenCode 4 173 tok
Jxck/dotfiles dotfiles 95 Claude Code, Codex, OpenCode 20 4 tok
keijiro/LowLevelDigger Low-Level 2D Physics (Unity 6.3) mini game sample project 95 Codex, OpenCode 1 157 tok
Aam-Digital/ndb-core aam-digital.com Easy-to-use case management web app for NGOs anywhere in the world (Progressive Web App) 95 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,928 tok
qtzx06/yolodex agent skills for autonomous data labeling, winner at openai codex hackathon 2026 95 Codex, OpenCode 1 823 tok
stackitcloud/professional-service 95 Codex, OpenCode 1 7,448 tok
JeremyVyska/bc-code-intelligence-mcp BC Code Intelligence MCP Server - Persona-driven workflow orchestration for Business Centr 95 Codex, OpenCode 1 3,817 tok
rsyslog/loganalyzer Adiscon LogAnalyzer, a web frontend to log data from the same folks the created rsyslog 95 Codex, OpenCode 1 2,977 tok
EmbeddedKitOrg/EK-OmniProbe embeddedkitorg.github.io An integrated desktop debugging and analysis workbench for embedded developers, integratin 95 Codex, OpenCode 1 1,298 tok
TheUncharted/zapcode TypeScript interpreter for AI agents. Written in Rust. 2µs cold start. Sandboxed. Alternat 95 Claude Code, Codex, OpenCode 2 4,101 tok
claude89757/wechat-on-airflow A WeChat intelligent application orchestration framework based on Apache Airflow, using vi 95 Codex, OpenCode 2 4,150 tok
jananthan30/Resume-Builder AI-powered resume & cover letter generator with dual ATS + HR scoring. Works for any profe 95 Claude Code, Codex, OpenCode 2 10,000 tok
tt-11-dd/tether-ai tether-code.xyz Tether Agent 95 Claude Code, Codex, OpenCode 5 732 tok
Anionex/dsh-computer-use Provides computer-control plugins for DeepSeek Harness: fresh Accessibility observations, 95 Codex, OpenCode 1 93 tok
danoszz/penthera penthera.org Offline cyber security agent for your apps and AI coding tools. Open R&D: measured in publ 95 Codex, OpenCode 1 940 tok
unoplat/unoplat-code-confluence docs.unoplat.io Always keep your codebases ready for Agents. Improve any coding workflow by atleast 2x by 94 Claude Code, Codex, Gemini CLI, OpenCode 3 239 tok
duysqubix/gobc 94 Codex, OpenCode 1 1,809 tok
haikelz/jadwal-sholat jdwshlt.ekel.dev A monorepo for prayer schedule Website 94 Claude Code, Codex, OpenCode 7 3,676 tok
clawrun-sh/clawrun clawrun.sh Deploy and manage AI agents in seconds. 94 Claude Code, Codex, OpenCode 2 5,125 tok
secundant/neodx A collection of frontend-focused tools aimed at enhancing your development experience 94 Codex, OpenCode 1 2,722 tok
apache/camel-quarkus-examples camel.apache.org Apache Camel Quarkus Examples 94 Codex, OpenCode 1 1,441 tok
CliMA/Thermodynamics.jl clima.github.io Fast, differentiable moist thermodynamics for Earth system models. 94 Codex, OpenCode 1 699 tok
midhunmonachan/codex-profiles Save, list, and switch Codex CLI accounts fast. 94 Codex, OpenCode 1 721 tok
soramitsu/fearless-iOS fearlesswallet.io Fearless Wallet is a mobile wallet designed for the decentralized future on the Kusama and 94 Codex, OpenCode 1 2,597 tok
Hung2124/codex-multi-profile npmjs.com Multi-workspace profile router, MCP server isolation auditor, and CLAUDE.md <-> AGENTS.md 94 Codex, OpenCode 1 343 tok
okooo5km/memory-mcp-server-go A Model Context Protocol server that provides knowledge graph management capabilities. 94 Claude Code, Codex, OpenCode 2 4,740 tok
shepherdjerred/monorepo Monorepo for all of my projects 94 Claude Code, Codex, OpenCode 16 2,187 tok
vstorm-co/pydantic-ai-shields vstorm-co.github.io Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII fi 94 Claude Code, Codex, OpenCode 2 799 tok
NakaokaRei/SwiftAutoGUI nakaokarei.github.io A Swift library for macOS automation — mouse, keyboard, screenshots, image recognition, an 94 Claude Code, Codex, OpenCode 4 973 tok
heliohq/ship helio.im An agentic development harness for Claude Code, Codex & Cursor: gated pipeline from spec t 94 Claude Code, Codex, OpenCode 1 1,117 tok
selfagency/opilot opilot.self.agency 🦙 Opilot: Ollama for GitHub Copilot VS Code Extension – Run Ollama models locally and in 94 Codex, GitHub Copilot, OpenCode 3 5,289 tok
zhiweio/resume-as-code Stop copy-pasting resumes. Maintain a single YAML timeline of your career, and let AI agen 94 Codex, GitHub Copilot, OpenCode 2 1,218 tok
tensorcircuit/tensorcircuit-ng tensorcircuit-ng.readthedocs.io Next-gen AI-native tensor-network-based quantum software framework 94 Claude Code, Codex, OpenCode 12 1,490 tok
mxyhi/token_proxy Local AI API gateway for OpenAI / Gemini / Anthropic. Runs on your machine, keeps tokens c 94 Claude Code, Codex, OpenCode 3 242 tok
wquguru/skills wquguru.github.io Practical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install 94 Claude Code, Codex, OpenCode 2 1,450 tok
geek-fun/serverlessinsight serverlessinsight.com ⚡ ServerlessInsight: full-lifecycle serverless IaC for Alibaba Cloud, Tencent Cloud and Vo 94 Codex, OpenCode 1 6,022 tok
bgreenwell/dotagents A proposed convention for the .agents/ directory to prevent context bloat and improve agen 94 Claude Code, Codex, OpenCode 2 185 tok
pjwang2022/Monstrare Monstrare — a gate-based workflow layer for AI coding agents. Every non-trivial change is 94 Claude Code, Codex, OpenCode 15 1,227 tok
miskibin/warbell miskibin.github.io Action-RPG: a Bevy 0.19 / Rust game — town-building, night sieges, upgrades, bloodline su 94 Claude Code, Codex, OpenCode 8 16,107 tok
Firstp1ck/pi-coding-agent-forge Extensions, skills, prompts, themes, and developer tools for the Pi coding agent. 94 Codex, OpenCode 1 2,479 tok
MikkoParkkola/trvl mikkoparkkola.github.io Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price 94 Claude Code, Codex, OpenCode 3 13,402 tok
arthjean/paneflow paneflow.dev Native terminal multiplexer for coding agents. Persistent sessions, Git worktrees, diffs, 94 Claude Code, Codex, OpenCode 3 4,478 tok
dreamrec/LivePilot Talk to Ableton Live 12 through your AI client. Build, edit, listen, compare, and learn fr 94 Claude Code, Codex, OpenCode 2 11,400 tok
dave-hillier/refactor-mcp dave-hillier.github.io 94 Claude Code, Codex, OpenCode 2 1,913 tok
luffysolution-svg/obsidian-vault-mcp luffysolution-svg.github.io obsidian-vault-mcp 94 Claude Code, Codex, OpenCode 2 780 tok