How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
krishagel/geoffrey Personal AI infrastructure built on Claude Code 7 Claude Code 1 3,828 tok
sayantan94/AppliedIn appliedin.dev An agentic workflow that finds matching roles, tailors your resume, and automates job appl 7 Claude Code, Codex, OpenCode 2 4,048 tok
harun-yardimci/agentflow AI agent orchestration platform — pipeline-based task runner for Claude, Codex, and Gemini 7 Claude Code, Gemini CLI 2 1,186 tok
lyadhgod/antigravity-vscode Bring Google's Antigravity CLI (agy) into VS Code: an agentic coding companion with a Mate 7 Claude Code 1
aarons22/paprika-tools MCP server for Paprika Recipe Manager 7 Codex, OpenCode 1 571 tok
addyosmani/rust-browser Robin - build a web browser engine from scratch in Rust 7 Claude Code, Codex, OpenCode 2 1,666 tok
no-hup/android-perfetto-skill Agent skill: Android Perfetto capture, trace analysis, scored reports (startup, jank, ANR, 7 Claude Code, Codex, OpenCode 2 1,065 tok
jeffrey-groneberg/ghcp_sdk 7 Claude Code, Codex 3
shihyuho/opencode-command-inject Turn your project commands, loaded skills into ready-to-run OpenCode commands. 7 Claude Code, Codex, OpenCode 2 5,407 tok
TheSmuks/ai-project-template Universal starter template for AI/LLM projects. Optimized for Oh My Pi (OMP) with cross-ag 7 Codex, OpenCode 1 1,879 tok
msitarzewski/phase Phase is an open protocol for distributed computation: workloads are discovered, executed, 7 Claude Code, Codex, OpenCode 2 7,956 tok
manti-by/demetra Autonomous coding platform (runtime over harness) 7 Codex, OpenCode 10 3,637 tok
shiaho777/andmx Android-native AI coding agent (AndMX) 7 Codex, OpenCode 1 802 tok
hardy4yooz/buzz-web Standalone browser client for a Buzz Relay 7 Codex, OpenCode 1 1,492 tok
lets-mica/mica-admin dreamlu.net A low-code administration backend based on the open-source mica toolkit, using Maven, Spri 7 Claude Code, Codex, OpenCode 5 5,742 tok
ericxuzhesheng/Convertible-Bond-Pricing-Research This project builds an absolute pricing framework for Chinese convertible bonds using BS a 7 Codex, OpenCode 1 3,893 tok
dosoos/Catpasswd-Hash-Extract Catpasswd Hash Extract Tool 7 Codex, OpenCode 1 223 tok
Habsaec/inpx-book-reader INPX Book Reader — Android client for INPX Library Server (Capacitor + Foliate) 7 Claude Code, Codex, Cursor, OpenCode 19 5,715 tok
Krool/FantasyFootballAnalyzer fantasyfootballanalyzer.app Free fantasy football league analyzer and live draft room for Sleeper, ESPN, and Yahoo. Dr 7 Claude Code 1 4,233 tok
brainbytes-dev/nextjs-expo-saas-starter Ship web + mobile SaaS in days. Next.js 16 · Expo SDK 55 · Stripe · RevenueCat · Better-Au 7 Claude Code 1 2,183 tok
CasualOffice/slides slide.schnsrw.live Open-source self-hosted web slides editor with .pptx round-trip — an alternative to Google 7 Claude Code 1 1,348 tok
recflare/patch discord.gg BepInEx plugin for Rec Room to use to a custom RecNet and photon server. Designed for RecF 7 Claude Code 1 5,583 tok
spectra-g/scratch-tabs 7 Claude Code, Codex, OpenCode 2 1,210 tok
LeanAndMean/scramjet Model-agnostic coding-agent CLI for command workflows, delegation, subagents, and human-co 7 Claude Code 1 11,981 tok
johanjanssens/frankenwails PHP as a native desktop app — FrankenPHP + Wails, no HTTP server 7 Claude Code 1 755 tok
Gecko51/link-desk Application de contrôle à distance (Tauri + WebRTC + Node.js signaling). 7 Claude Code 1 1,748 tok
shuotao/NAVISWORK_MCP 7 Claude Code, Codex, OpenCode 2 2,320 tok
jasonrr/herdr-tally Project-scoped todos & scratchpads for you and your agents. 7 Claude Code, Codex, OpenCode 3 2,010 tok
andvolodko/html5-game-editor andvolodko.github.io Browser-based HTML5 game editor and runtime: PixiJS 2D, Three.js 3D, React UI, and a TypeS 7 Cursor 12
SocialGouv/claw-code-go 7 Claude Code 1 313 tok
ori-ai/gbp-lead-scraper-skill Claude Code skill that discovers unoptimized Google Business Profiles across the US, audit 7 Claude Code 1 2,538 tok
visusnet/coinbase-mcp-server MCP server for Coinbase Advanced Trading API – enables AI assistants to trade crypto, chec 7 Claude Code 6 879 tok
scorbo2/mcp-light An extremely lightweight MCP server implementation for Java applications. 7 Codex, GitHub Copilot, OpenCode 2 1,386 tok
jpeslar1/john-peslar-ai-skills Free agent skills for business strategy, AI automation, lead generation, founder content, 7 GitHub Copilot 1 276 tok
WhiteGiverMa/meme-skills A collection of meme skills maintained according to the current agent skills open standard 7 Codex, OpenCode 1 1,989 tok
MiiKiyoshi/tex-mcp-web Agentic-first PDF review for LaTeX papers: live web viewer, comment queue, and MCP server 7 Codex, OpenCode 1 21 tok
xiaoxiao341/Chat2Agent An open-source bridge suite that gives the ChatGPT web client local workspace capabilities 7 Codex, OpenCode 1 275 tok
AncientiCe/palace-rs Local-first memory for coding agents — MCP server, single SQLite file, local embeddings 7 Claude Code, Codex, OpenCode 2 2,694 tok
gelse/ssh-mcp Containerized MCP server exposing SSH command execution and SFTP file transfer as tools ov 7 Codex, OpenCode 1 3,377 tok
askads/mcp-vk-ads npmjs.com MCP server for VK Ads — manage advertising (campaigns, groups, ads, statistics) from Claud 7 Claude Code 1 1,418 tok
draugr-dev/draugr draugr.dev Run Trivy, Semgrep, Gitleaks and more from one file. Consolidates SAST, SCA, secrets, IaC 7 Claude Code 1 3,062 tok
badchars/satellite-mcp npmjs.com Full-Spectrum Geospatial Intelligence MCP Server — 171 tools across 27 categories: satelli 7 Claude Code 1 349 tok
sunglasses-dev/sunglasses sunglasses.dev Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, i 7 Claude Code, Codex, OpenCode 2 1,698 tok
rizowski/unraid-docker-folders Claude generated unraid plugin for managing docker 7 Claude Code 1 6,857 tok
atretyak1985/swarmery atretyak1985.github.io Local control plane for Claude Code: see every session, approve permission prompts from on 7 Claude Code 2 2,799 tok
sanity-io/context sanity.io Tools for building AI agents with structured access to Sanity content 7 Claude Code, Codex, OpenCode 2 1,320 tok
MrFixit96/onedrive-mcp-server Minimal, secure MCP server for OneDrive file sharing via Microsoft Graph API 7 Claude Code 1 441 tok
cyanheads/open-meteo-mcp-server npmjs.com Geocode places, fetch global weather forecasts, ERA5 historical climate, marine conditions 7 Claude Code, Codex, OpenCode 2 14,074 tok
tinhien11/remem-mcp Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph 7 Claude Code, Codex, OpenCode 1 3,914 tok
RosMarinas/Research-Pi Research Pi is a multi-model Agent Runtime for computational research, organized around pr 7 Claude Code, Codex 1