How real projects configure their agents

44,931 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
calkit/calkit docs.calkit.org A project framework, toolset, and web platform for collaborative, reproducible research. 62 Codex, OpenCode 1 957 tok
motherduckdb/agent-skills Opinionated AI agent skills for building applications with MotherDuck 62 Claude Code, Codex, Gemini CLI, OpenCode 3 4,395 tok
AzureCosmosDB/cosmosdb-agent-kit A collection of skills for AI coding agents working with Azure Cosmos DB. Skills are packa 62 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,524 tok
open-agreements/open-agreements openagreements.org Open, primary-source-backed U.S. legal content — practice guides, 50-state surveys, review 62 Codex, OpenCode 1 328 tok
silo-code/silo getsilo.dev Silo — for developers juggling coding agents across many projects. Every workspace alive a 62 Claude Code, Codex, OpenCode 16 5,301 tok
omarshahine/findmy-cli Query Find My friend locations on macOS via UI automation, screenshots, and Vision OCR — s 62 Codex, GitHub Copilot, OpenCode 2 895 tok
sazardev/networking-with-go sazardev.github.io This is the ultimate, fun, and hands-on guide to mastering network programming with Go. Wh 62 Claude Code, Codex, OpenCode 14 1,572 tok
keyhana/c166-ghidra-module Infineon C166 Processor Module for Ghidra 62 Claude Code, Codex, OpenCode 3 905 tok
rexleimo/aios cli.rexai.top The local-first control plane for long-horizon coding agents: cross-session project memory 62 Claude Code, Codex, Gemini CLI, OpenCode 3 13,405 tok
chrisryugj/korean-patent-mcp plus.kipris.or.kr KIPRIS patent, utility model, trademark, and design search MCP — free search, field search 62 Claude Code 1 2,457 tok
runbear-io/beardrive beardrive.ai Google Drive for AI agents — share files with your team, share context across your agents. 62 Claude Code 12 10,897 tok
sympozium-ai/celln Run agents in isolated cells that borrow verified tools instead of rebuilding Linux enviro 62 Codex, OpenCode 1 770 tok
Synthyra/FastPLMs Easy to use and efficient implementations of Protein Language Models 62 Codex, OpenCode 1 3,241 tok
solanabr/auditor-skill auditor-attest.vercel.app Claude Code / agentic security skill for Solana programs and software. Full audit-firm lif 62 Claude Code, Codex, OpenCode 1 1,944 tok
opensearch-project/opensearch-agent-skills A collection of Agent Skills for building search applications and analyzing observability 62 Codex, OpenCode 1 1,274 tok
WYRE-AI/autotask-mcp wyre-ai.github.io MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entri 62 Claude Code, Codex, GitHub Copilot, OpenCode 59 24,115 tok
enthropy7/YSCV Rust-native framework for Edge AI CV inference. 62 Codex, OpenCode 1 2,988 tok
mapbox/mcp-devkit-server Developer-focused Mapbox MCP Server 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,929 tok
AgriciDaniel/dataforseo-brain agricidaniel.github.io A source-cited operating memory for the entire DataForSEO v3 API. 12 modules, ~200+ endpoi 62 Claude Code, Codex, Gemini CLI, OpenCode 3 408 tok
instancez/instancez instancez.ai An LLM-friendly, single-binary, drop-in replacement to Supabase 62 Claude Code, Codex, OpenCode 2 3,459 tok
PCSX2/myMCpp pcsx2.net Open-source PlayStation 2 memory card manager and save editor 62 Claude Code, Codex, Gemini CLI, OpenCode 3 1,597 tok
sshahzaiib/agy-bridge shahzaibakram.dev MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpo 62 Claude Code 1 217 tok
ivo-toby/contentful-mcp MCP (Model Context Protocol) server for the Contentful Management API 62 Claude Code 1 296 tok
watchfire-io/watchfire watchfire.io Better context. Better code. 62 Claude Code 2 1,045 tok
czlonkowski/n8n-manager-for-ai-agents MCP server for Claude Desktop to manage your n8n workflows 62 Claude Code 1 4,196 tok
MrDoe/OpenCodeRAG OpenCodeRAG is a RAG (Retrieval-Augmented Generation) plugin for semantic code search powe 62 Codex, OpenCode 1 8,568 tok
ysyecust/everything-claude-code Complete collection of Claude Code configs for C++20 HPC development - agents, skills, hoo 62 GitHub Copilot 1 1,025 tok
iannuttall/barkeep Manage hidden macOS menu bar items from one place 62 Claude Code, Codex, OpenCode 2 1,603 tok
rohanbeingsocial/candlekit-charts rohanbeingsocial.github.io Tree-shakeable financial charting toolkit over lightweight-charts: candlestick/OHLC/line/a 62 Claude Code, Codex, OpenCode 2 4,825 tok
databricks-solutions/solution-builder Installable Databricks Project that lets customers & partners build just about any use-cas 62 Claude Code 4 19,093 tok
vaquarkhan/data-engineering-agent-skills vaquarkhan.github.io Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform prese 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,482 tok
Pantani/tdmcp pantani.github.io TouchDesigner MCP server, describe a visual to Claude, Cursor or Codex and it builds a rea 62 Claude Code, Codex, OpenCode 3 8,005 tok
clidey/deptrust deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, 62 Claude Code, Codex, OpenCode 3 1,309 tok
GeekatplayStudio/Meshwright geekatplay.gumroad.com Know why your model won't print. Fix it. Prove it. — mesh analysis, repair and smart retop 62 Claude Code 4 —
dcc-mcp/dcc-mcp-blender pypi.org Blender MCP addon for AI agents to model, edit meshes and UVs, rig, build materials and re 62 Codex, OpenCode 1 2,462 tok
samoylenkodmitry/Cranpose samoylenkodmitry.github.io Cranpose is a Jetpack Compose-inspired declarative Rust UI framework. https://crates.io/cr 62 Claude Code, Codex, OpenCode 2 5,720 tok
sygnalinc/Apple-Frameworks-for-TouchDesigner Apple's on-device frameworks (Vision, Core ML, RealityKit, SpeechAnalyzer, MLX ...) as nat 62 Claude Code, Codex, OpenCode 3 76 tok
fishzjp/qa-skills fishzjp.github.io Make AI work like a senior test engineer: a testing engineering Skill framework for AI Age 62 Codex, OpenCode 1 1,261 tok
michielhdoteth/awesome-ai-agent-tools awesome-ai-agent-tools.vercel.app AI agent tools for coding assistants: skills, MCP servers, agent loops, subagents, hooks, 62 Codex, OpenCode 1 725 tok
timvw/wt A fast, simple Git worktree helper written in Go 62 Codex, OpenCode 1 2,193 tok
mhernesniemi/hoikka hoikka.dev E-commerce gear for SvelteKit 62 Claude Code, Codex, OpenCode 2 1,542 tok
kyechan99/chzzk-plus chromewebstore.google.com 🔋 Chzzk extension 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,357 tok
andycungkrinx91/konoha 62 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 1,713 tok
kyh/vibedgames vibedgames.com A game studio for your agent 🎮 61 Claude Code, Codex, OpenCode 6 9,866 tok
0FL01/Oxide-Agent Another Agentic Harness 61 Codex, OpenCode 1 3,928 tok
jaychouya/MemoryAgent An AI Agent with a cognitive memory architecture that remembers your preferences and under 61 GitHub Copilot 1 139 tok
TetiAI/hivebox tetiai.github.io Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, cgroups, sec 61 Claude Code 1 —
chiruu12/OSS-Skills 15 executable skills that walk you through your first open source contribution. Works in C 61 Claude Code, Codex, OpenCode 2 2,191 tok
involvex/gemini-cli-prompt-library A curated library of high-quality, professionally crafted prompts for common development t 61 Gemini CLI 1 1,204 tok
nozomio-labs/nia-rules-for-agents trynia.ai This repository provides pre-configured rules that teach AI coding agents how to effective 61 Claude Code, Codex 3 —