How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
gradion-ai/ipybox gradion-ai.github.io Unified execution environment for Python code, shell commands, and programmatic MCP tool c 73 Claude Code, Codex, OpenCode 4 518 tok
DataZooDE/flapi flapi.io API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build 73 Claude Code, Codex, OpenCode 2 15,001 tok
doodledood/manifest-dev Skills for agentic coding CLIs: output you can ship with minimal review, on work you can t 73 Claude Code, Codex, OpenCode 3 5,386 tok
nataliapc/mcp-openmsx A Model Context Protocol (MCP) server for automating openMSX emulator instances. This serv 73 Claude Code, Codex, OpenCode 3 3,136 tok
GulajavaMinistudio/awesome-copilot-id gulajavaministudio.github.io A curated collection of custom agents, skills, rules, and prompts for GitHub Copilot, Goog 73 Codex, OpenCode 1 8,338 tok
gutomec/nirvana-os-engine squads.sh Nirvana-OS engine: ready-to-run agentic operations. One sentence in, finished work out. So 73 Claude Code, Codex, Gemini CLI, OpenCode 3 13,803 tok
transloadit/node-sdk transloadit.com Transloadit's official Node.js SDK 73 Claude Code, Codex, OpenCode 5 5,786 tok
9thLevelSoftware/Daem0n-MCP Persistent memory, decision-making, and governance for AI agents 73 Claude Code, Codex, OpenCode 11 1,459 tok
FriendsOfShopware/shopmon Shopware Shop Monitoring 73 Codex, OpenCode 1 1,961 tok
aantich/oneringai oneringai.io One lib to rule them all (gen ai) 72 Claude Code, Codex, OpenCode 2 4,334 tok
JasonxzWen/harness-hub Repository-first deterministic migration and atomic Skill source for Claude Code and Codex 72 Claude Code, Codex, OpenCode 2 3,386 tok
AgentlyHQ/use-agently use-agently.com The way AI coordinates and transacts. Routing and settlement layer for your agent economy. 72 Claude Code, Codex, OpenCode 5 3,133 tok
miniidealab/openlogos Open-source software development methodology for the AI era | Open-source software develop 72 Claude Code, Codex, OpenCode 5 5,307 tok
opencoredev/openchat osschat.dev An open source ai platform being built for everyone ❤️ 72 Claude Code, Codex, OpenCode 2 3,190 tok
escoffier-labs/brigade brigade.tools Track work, verify results, carry memory, and sync tools across coding agents. Local files 72 Codex, OpenCode 1 1,962 tok
tranhieutt/software_development_department Software Development Department 72 Claude Code, Codex, OpenCode 10 2,464 tok
RunhuaHuang/VisionPower VisionPower: portable image understanding MCP server for Codex, Claude Desktop, Cursor, an 72 Codex, OpenCode 1 358 tok
mgifford/ACCESSIBILITY.md mgifford.github.io ACCESSIBILITY.md — a simple, open format (aligned with AGENTS.md) for guiding coding agent 72 Codex, GitHub Copilot, OpenCode 2 6,819 tok
appwrite/mcp appwrite.io Appwrite’s MCP server. Operating your backend has never been easier. 72 Claude Code, Codex, OpenCode 2 1,971 tok
fal-ai-community/genmedia-cli genmedia.sh Agent-first CLI for fal.ai — search, run, and manage 1000+ generative AI models 72 Claude Code, Codex, OpenCode 2 964 tok
tomsej/pi-ext Extensions, skills, and themes for Pi coding agent 72 Codex, OpenCode 1 110 tok
andrewbartels1/SolidworksMCP-python andrewbartels1.com A comprehensive Model Context Protocol (MCP) server for SolidWorks automation (in python) 72 Claude Code, Codex, GitHub Copilot 23 3,712 tok
floci-io/floci-oci floci.io Light, fluffy, and always free - Local Oracle Cloud Emulator 72 Codex, OpenCode 1 2,516 tok
instructa/planr planr.so Planr turns product intent into a durable task graph that Codex, Claude Code, Cursor, MCP 72 Codex, OpenCode 1 295 tok
clerk/skills AI Skills to enhance working with Clerk 72 Claude Code, Codex, OpenCode 4 598 tok
remotebrowser/remotebrowser Free your data 72 Claude Code, Codex, OpenCode 2 822 tok
supabase/pg-toolbelt Postgres migrations made easy 72 Claude Code, Codex, OpenCode 3 11 tok
scylladb/scylla-cluster-tests Tests for Scylla Clusters 72 Claude Code, Codex, GitHub Copilot, OpenCode 7 9,335 tok
Sunwood-ai-labs/SourceSage sunwood-ai-labs.github.io Repository analysis CLI that turns source trees into AI-friendly Markdown documentation. 72 Claude Code, Codex, OpenCode 2 1,850 tok
tin-computer/with-md with.md Markdown-native collaboration for humans and agents. 72 Codex, OpenCode 1 912 tok
apache/camel-kamelets camel.apache.org Apache Camel Kamelets Repository 71 Claude Code, Codex, OpenCode 2 3,701 tok
cappyeo/discord-mcp cappyeo.github.io Caller-owned Discord operations for AI agents - 208 typed tools, safety controls, resumabl 71 Claude Code, Codex, OpenCode 2 525 tok
tubecreate/zhiying tubecreate.com ⚡ ZhiYing — Ultimate open-source AI Agents ecosystem collaboration system | Agents Browser 71 Claude Code, Codex 1
kruschdev/krusch-context-mcp Unified MCP server merging semantic codebase search, episodic memory, holographic steering 71 Codex, OpenCode 1 3,347 tok
shanraisshan/codex-cli-hooks linkedin.com codex cli hooks - adding voice on each hook 71 Claude Code, Codex, OpenCode 2 1,462 tok
eduardo-sl/go-agent-skills Curated AI agent skills for Go projects. 71 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,595 tok
hanlulong/openecon-data openecon.ai Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eur 71 Claude Code, Codex, OpenCode 2 5,147 tok
SerendipityOneInc/ZooData-Skills zoodata.ai ZooData Skills - AI Agent skills for e-commerce data intelligence across Amazon, TikTok & 71 Claude Code, Codex, OpenCode 2 409 tok
zuharz/ccode-to-codex Migrate Claude Code skills and Agents to Open AI Codex native skills and agents. Semantic 71 Codex 6
ktol1/RedTeam-Agent RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Protocol. An AI 71 Claude Code, Codex, GitHub Copilot 3 215 tok
Cap-go/capgo-skills capgo.app Skills for AI coding agents working with Capacitor (formerly capacitor-skills) 71 Claude Code, Codex, OpenCode 2 2,140 tok
heggria/taskflow heggria.github.io Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Gro 71 Claude Code, Codex, OpenCode 1 7,110 tok
851-labs/tokenmaxxing tokenmaxxing.sh A local CLI, built on ccusage, that syncs your token usage with everyone else. 71 Claude Code, Codex, OpenCode 2 438 tok
anyproto/anytype-agents-skill Skill of using anytype via agent-runtime with installation instructions for various agents 71 Claude Code, Codex, OpenCode 2 2,305 tok
suxrobGM/jobpilot jobpilot.suxrobgm.net An AI agent that applies to jobs for you - searches boards, tailors your resume, fills app 71 Claude Code, Codex, OpenCode 3 943 tok
neoneye/agent-memory-atlas neoneye.github.io Comparison of memory systems for agents 71 Claude Code, Codex, OpenCode 7 1,887 tok
daintreehq/daintree daintree.org A delegation environment for orchestrating AI coding agents. Manage Claude, Gemini, and Co 71 Claude Code, Codex, Gemini CLI, OpenCode 10 3,595 tok
J621111/live2d-automation Live2D Automation MCP Server 71 Codex, OpenCode 1 268 tok
murray17/rovai-ai Give your AI agents lasting roles, a shared Camp, and a journey together — then let them g 71 Codex, OpenCode 1 733 tok
xuzhougeng/ScientificFigureLibrary sfl.bio Local-first MCP App for your scientific figures. Import, review, and publish a global libr 71 Claude Code, Codex, OpenCode 1 918 tok