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
Jer-y/copilot-proxy jer-y.github.io Turn GitHub Copilot into an OpenAI/Anthropic-compatible server with Claude Code and Codex 40 Codex, OpenCode 1 2,805 tok
crewAIInc/skills 40 Claude Code, Codex 1
scarletkc/Perenna pypi.org A lightweight, Git-backed permanent memory for AI agents. 40 Codex, OpenCode 1 1,347 tok
amanning3390/hermeshub hermeshub.vercel.app HermesHub - The Skills Hub for Hermes Agent by Nous Research. Browse, share, and install c 40 Codex, OpenCode 1 2,896 tok
entireio/external-agents ⚙️ This repository contains standalone external agent binaries that extend the Entire CLI 40 Claude Code, Codex, OpenCode 10 478 tok
LuxAlgo/luxalgo-mcp-server mcp.luxalgo.com The LuxAlgo ecosystem as MCP tools: free and keyless. 40 Claude Code, Codex, OpenCode 2 1,127 tok
mendix/web-widgets marketplace.mendix.com Mendix Platform supported widgets and modules for web 40 Claude Code, Codex, GitHub Copilot, OpenCode 45 4,389 tok
blpsoares/agentistics agentistics.openvibes.tech 40 Claude Code, Codex, OpenCode 8 1,346 tok
igorls/context-builder 40 Codex, OpenCode 1 2,324 tok
forever-healthy/AI4L forever-healthy.org AI for Practical Longevity (AI4L) - Enabling anyone to use AI to generate high-quality, ev 40 Claude Code, Codex, Gemini CLI, OpenCode 10 1,635 tok
sushichan044/cc-hooks-ts npmjs.com Define Claude Code hooks with full type safety. 39 Claude Code, Codex, GitHub Copilot, OpenCode 37 1,322 tok
voxel51/fiftyone-skills 39 Codex, OpenCode 1 6,088 tok
truss44/mcp-crypto-price A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via 39 Codex, OpenCode 1 391 tok
Fromsko/siyuan-mcp-server Model Context Protocol server providing Siyuan Notes integration for Claude Desktop 39 Codex, OpenCode 1 758 tok
dsebastien/whatsapp-claude-agent Bridge WhatsApp with Claude Code - interact with your files via WhatsApp messages 39 Claude Code, Codex, OpenCode 2 1,027 tok
openclix/openclix openclix.ai Open-source, local-first mobile app retention and engagement automation with agent-driven 39 Claude Code, Codex, OpenCode 2 821 tok
kumo-ai/kumo-coding-agent kumo.ai Kumo Coding Agent — context docs, skills, and self-maintenance for building ML models with 39 Claude Code, Codex, OpenCode 4 2,352 tok
FerroxLabs/wayland-core getwayland.com Multi-provider AI agent CLI written in Rust 39 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,106 tok
conorluddy/ContextPods deepwiki.com Model Context Protocol management suite/factory. An MCP that can generate and manage other 39 Claude Code, Codex, OpenCode 6 2,161 tok
markhuangai/dense-mem markhuang.ai Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict d 39 Codex, OpenCode 1 2,536 tok
man0l/ai-directories flowcraftpro.com Submit your AI tool or AI Agent in AI directories 39 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,688 tok
AlemTuzlak/skills Personal AI agent skills for Claude Code, Copilot, Codex, Gemini & Cursor — turn a PR or i 39 Claude Code, Codex, OpenCode 2 759 tok
socket-link/ampere Observable AI cognition in Kotlin Multiplatform. Every agent decision emits a structured e 39 Codex, OpenCode 1 1,765 tok
BjornMelin/tripsage-ai AI-powered travel planning and itinerary optimization with Next.js 16, Vercel AI SDK v7, S 39 Codex, OpenCode 1 7,575 tok
powroom/flins flins.tech Universal skill installer for AI coding agents 39 Claude Code, Codex, OpenCode 21 826 tok
ericmjl/skills 39 Codex, OpenCode 1 393 tok
smcronin/uspto-cli Agent-ready CLI for the USPTO Open Data Portal API 39 Claude Code, Codex, OpenCode 2 1,577 tok
Qiskit/mcp-servers A collection of MCP servers to allow LLMs to use the qiskit,qiskit-ibm-runtime library, q 39 Codex, OpenCode 1 11,715 tok
superfill-ai/superfill.ai superfill.ai Stop typing. Start autofilling with Superfill AI 39 Codex, OpenCode 1 2,948 tok
pssah4/digital-innovation-agents pssah4.github.io Digital Innovation Agents is an AI-augmented workflow that connects business analysis and 39 Codex, Gemini CLI, OpenCode 2 120 tok
aviflombaum/claude-code-in-avinyc A collection of claude code plugins and skills 39 Claude Code, Codex, OpenCode 2 3,152 tok
gabriel-dehan/claude_hooks A Ruby DSL for creating Claude Code hooks 39 Claude Code, Codex, OpenCode 3 466 tok
OhadAssulin/headless-coder-sdk Unified SDK for headless AI coders (Codex, Claude, Gemini) 39 Claude Code, Codex, OpenCode 2 1,313 tok
jeremylongshore/claude-code-slack-channel jeremylongshore.github.io Slack-native governance substrate for Claude Code and peer agents: every tool call passes 39 Claude Code, Codex, Gemini CLI, OpenCode 3 9,530 tok
IvyYang1999/swob swob.app Local-first git graph and session debugger for Claude Code, Codex, Cursor, OpenCode, and 7 39 Claude Code, Codex, OpenCode 2 1,788 tok
almogdepaz/wolfpack get-wolfpack.netlify.app Self-hosted browser terminal manager for AI coding agents. Control Claude Code, Codex, Gem 39 Codex, OpenCode 1 308 tok
sepehrbayat/SEPCC SEPCC — A Claude Code proxy with context that survives. Route Claude Code through 17+ prov 39 Claude Code, Codex, OpenCode 17 994 tok
rapiddweller/datamimic datamimic.io Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preservi 39 Codex, OpenCode 1 3,310 tok
mafzaal/d365fo-client thedataguy.pro A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & 39 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,837 tok
fastly/mcp Model Context Protocol (MCP) server for AI-powered Fastly CDN management. 39 Codex, OpenCode 1 801 tok
verygoodplugins/robinhood-mcp Read-only MCP server for Robinhood portfolio research 39 Claude Code, Codex, OpenCode 2 3,417 tok
neuron-core/maestro CLI agent built entirely in PHP with Neuron AI framework 39 Claude Code, Codex 3
ggplab/solo-biz-playbook ggplab.xyz The solo-team operating playbook actually used by ggplab — strategy, time tracking, and AI 39 Claude Code, Codex, OpenCode 2 566 tok
CheshireMew/meta-skills Create, refactor, audit, migrate, and validate Codex agent skills 39 Codex, OpenCode 1 641 tok
contentful/skills contentful.com Skills for teaching agents how to build on Contentful. 39 Claude Code, Codex, OpenCode 2 1,665 tok
ziya-ai/ziya Self-hosted AI technical workbench. Visual, persistent, multi-stream. Development, archite 39 Claude Code, Codex 2
linxule/kimi-plugin-cc Claude Code plugin that delegates read-only review, adversarial review, free-form ask, and 39 Claude Code, Codex, OpenCode 2 10,951 tok
DataZooDE/anofox-forecast anofox.com Statistical timeseries forecasting in DuckDB 39 Codex, OpenCode 1 333 tok
gate/gate-mcp An MCP (Model Context Protocol) server that exposes Gate.io trading API as tools for AI ag 39 Claude Code, Codex, OpenCode 2 1,133 tok
chambear2809/splunk-cisco-skills Skills that make your agent a Splunk Engineer 39 Claude Code, Codex, OpenCode 3 14,903 tok