How real projects configure their agents

23,157 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
Fortemi/fortemi Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP serv 25 Claude Code, Codex, OpenCode 2 8,306 tok
davidmosiah/delx-wellness wellness.delx.ai Public registry for local-first wellness MCP connectors: wearables, recovery, training, nu 25 Codex, OpenCode 1 179 tok
nirholas/plugin.delivery plugin.delivery AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugin 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 806 tok
nirholas/ethereum-wallet-toolkit Python toolkit for Ethereum wallets: CLI tools + Model Context Protocol (MCP) servers for 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 791 tok
rufolangus/AAOSP Agentic Android Open Source Project (AAOSP) — Android fork with native LLM system service, 25 Codex, OpenCode 1 6,233 tok
nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 861 tok
nirholas/x402-deploy nirholas.github.io Turn any API or MCP server into a paid service with x402 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 652 tok
RajX-dev/N3MO n3mo.shop A high-performance code intelligence engine that transforms repositories into queryable sy 25 Claude Code, Codex 1
Amsterdam/amsterdam-agent-skills 25 Codex, OpenCode 1 1,097 tok
recailai/jockey A high-performance, open-source Multi-Agent Collaboration Platform built with Tauri, Rust, 25 Claude Code, Codex, OpenCode 2 1,821 tok
BlocUnited-LLC/mozaiks The Mozaiks core is a self-hostable runtime for deploying AI-driven, multi-tenant web apps 25 Claude Code, Codex, OpenCode 23 11,494 tok
kkd927/kmux Terminal workspace for running parallel AI coding agents (Claude Code, Codex CLI, Antigrav 25 Codex, OpenCode 1 324 tok
huanyingtianhe/agents-chat wljytt.japaneast.cloudapp.azure.com An open-source AI agent platform for orchestrating, and collaborating with multiple AI age 25 Claude Code, Codex, GitHub Copilot 5 1,522 tok
HA7CH/job-pro job.ha7ch.com Query Chinese big-tech campus recruiting from your terminal. Tencent live, more coming. 25 Claude Code, Codex, OpenCode 2 645 tok
surrealdb/agent-skills Supercharge your coding agent with official SurrealDB Skills 25 Codex, OpenCode 1 399 tok
tumf/conflux dev.to 🚀 Spec-driven parallel coding orchestrator for AI agents | Automates OpenSpec changes wit 25 Claude Code, Codex, OpenCode 11 7,649 tok
ryanlyn/readwise-skill Agent Skill and CLI for Readwise + Reader 25 Claude Code, Codex, OpenCode 2 639 tok
Mr-Salticidae/knowledge-base Mr. Jumping Spider's public knowledge base of AIGC creation methodology, consolidating reu 25 Claude Code, Codex, OpenCode 2 738 tok
hoangsonww/WealthWise-Finance-Tracker wealthwisefinancial.vercel.app A full-stack personal finance manager powered by Agentic AI, MCP, Next.js, Express, MongoD 25 Claude Code, Codex, GitHub Copilot, OpenCode 18 8,369 tok
Krv-Labs/topos docs.krv.ai Structural code quality metrics for agent-written programs. 25 Claude Code, Codex, OpenCode 2 1,934 tok
matthewdcage/llm-swarm-router Run the LLM Swarm Router on machines to distribute Local Ai to the Swarm - More Machines - 25 Claude Code, Codex, OpenCode 12 11,481 tok
KaminDeng/agent_notifier 25 Claude Code, Codex, OpenCode 2 33 tok
microsoft/openclaw-dev An OpenClaw agent hosted in the cloud for development, testing and single tenant use cases 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,635 tok
sassanh/quiper Spotlight for AI. A frictionless, pure AppKit macOS HUD that brings ChatGPT, Claude, and y 25 Codex, OpenCode 1 1,673 tok
dp-web4/SAGE A cognition kernel that wraps a frozen LLM in a persistent identity + trust + governance l 25 Claude Code, Codex, OpenCode 5 4,068 tok
DevVig/microbridge Open-source control plane for the Codex Micro — one macropad, every coding agent 25 Codex, OpenCode 1 323 tok
marcosmarf27/tecjustica-sigilo Anonimizador desktop de PII para textos jurídicos brasileiros (Electron + Presidio + BERT 25 Claude Code, Codex, OpenCode 2 20,149 tok
flutter/dart-intellij-third-party 25 Claude Code, Codex 8
lensapp/openshell-k8s-operator OpenShell Kubernetes Operator 25 Claude Code, Codex, OpenCode 2 832 tok
inference-gateway/adk An Agent Development Kit (ADK) allowing for seamless creation of A2A-compatible agents wri 25 Claude Code, Codex, OpenCode 2 3,251 tok
hooyao/copilot-bridge .NET 10 Native AOT reverse proxy exposing GitHub Copilot's LLM API as Anthropic/OpenAI/Gem 25 Claude Code, Codex, OpenCode 15 6,061 tok
IgorWarzocha/opencode-usage-plugin Plugin that displays your OAuth subscription quotas. 25 Codex, OpenCode 1 325 tok
Goldppx/RockDLL DLL injector for the world of Kingdom of Locke; compatible with ReShade 25 Codex, OpenCode 1 1,116 tok
Netie-AI/OpenHBM An open-source, JEDEC JESD270-4A-compliant HBM4 memory subsystem (controller + PHY-shim + 25 Claude Code, Codex, OpenCode 2 4,670 tok
justrach/codegraff2 CodeGraff: a faster, lightweight coding agent for focused terminal development 25 Codex, OpenCode 1 1,755 tok
CheshireMew/visual-multimedia 25 Codex, OpenCode 1 1,890 tok
luizhcastro/mac-stats A native macOS menu bar app for real-time monitoring of system stats. 25 Claude Code, Codex, OpenCode 2 10,593 tok
mudler/face-detect.cpp face-detect.cpp is a from-scratch C++17 port of the insightface buffalo face-recognition p 25 Codex, OpenCode 1 1,571 tok
SalvatoreSorvillo/Valutio Net Worth and Tax Tracker 25 Codex, OpenCode 1 242 tok
fewtarius/llama-ai A project repository for work on improving local LLMs on my personal AMD devices 25 Codex, OpenCode 1 4,614 tok
k3sra/halo-multiplayer-evolved The multiplayer Halo: Campaign Evolved should have shipped with. Original modes and maps, 25 Codex, OpenCode 1 2,293 tok
audreyt/civic.ai civic.ai A governance framework by Audrey Tang and Dr Caroline Emmer De Albuquerque Green that tran 25 Codex, OpenCode 1 1,571 tok
lout33/termcanvas yupanqui.xyz Open-source macOS app for steering tmux-backed agents with a live sidebar tree and current 25 Codex, OpenCode 1 1,749 tok
spencermarx/orc A lightweight orchestration framework that piggybacks your local Agentic CLI setup. Intent 25 Claude Code, Codex, OpenCode 29 4,187 tok
Chepko932/OctoOffice OctoOffice - AI Agent Company Simulation. Command your CLI agent empire from the CEO desk. 25 Codex, OpenCode 1 4,908 tok
rimio-ai/rimz rimz.rimio.ai RimZ is a realtime dashboard and control room for harnessing agentic coding, build on tmux 25 Claude Code, Codex, OpenCode 2 4,403 tok
jayvee/aigon aigon.build Aigon is a local, open-source, spec-first software-delivery orchestrator for coding agents 25 Claude Code, Codex, Gemini CLI, OpenCode 6 3,886 tok
cosmincraciun97/stonewright-wp-mcp Guarded, recoverable WordPress MCP automation for Elementor, Gutenberg, WooCommerce, conte 25 Claude Code, Codex, Gemini CLI, OpenCode 3 4,561 tok
bluemoonfoundry/daz-mcp-server MCP server wrapping the DazScriptServer HTTP plugin for DAZ Studio 25 Claude Code, Codex, OpenCode 2 3,331 tok
Lling0000/SiftMarks Local-first AI bookmark manager with semantic search, cleanup review, Chrome sync-back, an 25 Claude Code, Codex, OpenCode 2 2,810 tok