How real projects configure their agents

43,636 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
Coff0xc/CTF-MCP MCP Server for CTF challenges - 126 tools for Web/Crypto/Pwn | MCP server for CTF challeng 26 Claude Code 1 1,460 tok
silent-rs/silent-Tiangong A desktop personal AI intelligent terminal built with Rust + Tauri, featuring an embedded 26 Claude Code 1 1,855 tok
hamr0/beeperbox Plug your AI agent into 50+ messengers (WhatsApp, iMessage, Signal, Telegram, Slack…) thro 26 Claude Code 1 1,903 tok
geckse/markdown-vdb A filesystem-native vector database built around Markdown files. For AGENTS and MEMORY in 26 Claude Code 10 5,817 tok
simplexlabs/montage Agentic motion videos built with Remotion 26 Claude Code, Codex, OpenCode 2 4,917 tok
SVappsLAB/iRacingTelemetrySDK svappslab.com An iRacing SDK for C# .NET. Offers easy access to real-time telemetry data from iRacing f 26 Claude Code, Codex, OpenCode 2 765 tok
xikhar/beyond-fable xikhar.github.io A world beyond the story... 26 Claude Code, Codex, OpenCode 2 6,526 tok
DeprecatedLuke/oh-my-singularity A task based orchestration TUI for oh-my-pi agent harness enabling highly parallel agentic 26 Codex, OpenCode 1 3,633 tok
Dicklesworthstone/franken_networkx Memory-safe clean-room Rust reimplementation of NetworkX with deterministic graph semantic 26 Codex, OpenCode 1 9,254 tok
Yeq6X/mazelingo mazelingo-web.pages.dev Sentence-level bilingual mix translator — Chrome extension (MV3). Read the web with your t 26 Claude Code 1 863 tok
Tele-AI/TeleFuser tele-ai.github.io High-performance runtime for real-time multimodal generation and world models—streaming i 26 Claude Code, Codex, Gemini CLI, OpenCode 6 2,177 tok
dmmulroy/pi-mcp Pi extension for OpenCode-style MCP client support 26 Codex, OpenCode 1 78 tok
realgarit/fable-baton Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku a 26 Claude Code, Codex, OpenCode 2 1,858 tok
konten-studio/jekardah-writer Portable AI writing workflow for hooks, anti-slop editing, and natural Jabodetabek voice. 26 Codex, OpenCode 1 148 tok
ZICXR/A-Stock-Skills 📈 Claude Agent Skills for A-share analysis | 29 plug-and-play Skills covering data collec 26 Claude Code 1
Gracker/Perfetto-Skills Portable Agent Skill for evidence-based Android, Linux, and Chromium Perfetto analysis. 26 Codex, OpenCode 1 659 tok
rollysys/use_cninfo On-demand fetching of A-share listed company announcements from cninfo.com.cn — full-text 26 Claude Code 1 1,791 tok
antongulin/robin robinreview.dev Free AI code reviews on every pull request. Bring your own key (OpenRouter free tier works 26 Codex, OpenCode 1 782 tok
slopus/happy-agent happy.engineering Universal Agent Harness from Happy that works with any subscription 26 Claude Code, Codex, OpenCode 4 6,509 tok
samsantosb/ship-it ship-it - an idea-to-merged-PR delivery pipeline for any coding agent (Claude Code, Kiro, 26 Claude Code, Codex, OpenCode 1 973 tok
hhtttttiger/AgentLabKit AgentLabKit — a full-stack enterprise solution for multi-agent systems, deterministic work 26 Claude Code, Codex, OpenCode 2 748 tok
chrizbo/agentics-beyond-code Agentic Workflows for PMs, ops, compliance, and other non-engineering roles 26 Claude Code, Codex, OpenCode 5 277 tok
zhumengzhu/opencode-cache-hit OpenCode sidebar plugin for cache hit rate, token usage, and session cost—with sub-agent ( 26 Codex, OpenCode 1 1,686 tok
Italian-Builders-Org/magistra Open-source Italian legal platform 26 Claude Code, Codex, OpenCode 3 1,925 tok
diskinv/diskinv 26 Claude Code 1 627 tok
onozaty/redmine-mcp-server Model Context Protocol (MCP) server for Redmine that provides comprehensive access to the 26 Claude Code 2 866 tok
TIMER-err/qml4j Render QML With Skia Backend 26 Claude Code 1 1,031 tok
ar27111994/penpot-mcp skills.sh AI-agent skill for creating, auditing, and maintaining Penpot design systems, prototypes, 26 GitHub Copilot 1 964 tok
ArnaudGuiovanna/tutor-mcp tutor-mcp.dev An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years 26 Codex, OpenCode 1 453 tok
TheCraigHewitt/sales-skills 21 AI agent skills for the full B2B sales lifecycle. Works with Claude Code, Cursor, Winds 26 Claude Code 1 2,168 tok
Sistema2D/FrameCode-VibeWork Document framework for AI-assisted development (vibe coding), with governance, traceabilit 26 Codex, Cursor, OpenCode 2 1,596 tok
hong-kailin/OpenCodeFromScratch A line-by-line recreation of the open-source AI coding agent opencode, evolving from a min 26 Codex, OpenCode 1 3,661 tok
ymm-oss/fsl AI-Native Formal Specification Language — a bounded model checker (Lark + Z3) built for LL 26 Claude Code, Codex, OpenCode 17 4,322 tok
ningzimu/awesome-skills Curated collection of useful AI agent skills 26 Claude Code, Codex, OpenCode 2 174 tok
umlink/easy-resume A full-stack résumé project with exceptionally beautiful UI and comfortable interaction 26 Claude Code 1 2,919 tok
nana7chi/CubismExternalEditMCP MCP for Live2D Cubism Editor 5.4 alpha1 External application integration 26 Claude Code 1 2,150 tok
sandraschi/freecad-mcp FreeCAD 3D CAD automation via FastMCP — headless document/export plus FluidX3D/OpenFOAM CF 26 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,715 tok
trailofbits/codex-config 26 Codex, OpenCode 8 1,909 tok
thevoiceguy/siphon-ai Real-time SIP-to-WebSocket media bridge in Rust. Streams live call audio to your WebSocket 26 Claude Code 1 6,842 tok
brightwave-inc/tidebreak tidebreak.io Open-source, local-first desktop for AI coding agents and document work. Run Claude Code, 26 Claude Code, Codex, OpenCode 2 1,147 tok
OmniSocials/omnisocials-agent-skills 26 Claude Code 1 294 tok
zinin/sketchup-mcp2 MCP Server for SketchUp 26 Claude Code 1 3,235 tok
devinilabs/pro-skill Mirror of MengTo/Skills — agent skills for Codex, Claude, and Cursor (MIT, © Meng To). Ups 26 Claude Code 1 333 tok
Resetnak/cooldeck Keyboard-first terminal dashboard for Coolify: deployments, live logs across your whole fl 26 Claude Code 1 1,426 tok
cuzfrog/module-gates controls the entropy of the codebase by enforcing code module boundaries. 26 Claude Code 1 1,276 tok
noahneancy-byte/netreach No-login web access layer for AI agents — 7 zero-config platforms 26 Claude Code 1 655 tok
openschool-org/openschool openschool-org.github.io Open digital platform for Sri Lankan schools. 26 Claude Code, Codex, OpenCode 2 1,799 tok
fltman/agent-factory 26 Claude Code 6 1,333 tok
geebos/v2ex-stats V2EX coin earnings visualization extension — makes your V2EX coin earnings easy to underst 26 Claude Code, Codex, OpenCode 2 74 tok
jmanhype/speckit Specification-Driven Development with Beads Integration - A comprehensive workflow system 26 Claude Code, Codex, OpenCode 33 8,372 tok