How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
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
bigdra50/unity-cli CLI tool for controlling Unity Editor via command line - Play Mode, console logs, tests, s 39 Claude Code 1 985 tok
rohansx/ctxgraph ctxgraph.io privacy-first context graph engine for AI agents and human teams. 39 Claude Code 1
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
thaitop/tamaclaude Desk device that mirrors live Claude Code session state onto a Cheap Yellow Display over B 39 Claude Code 1 6,350 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
Artmann/package-registry-mcp MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and Nu 39 Claude Code 1 404 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
sam-dumont/claude-skills 39 Claude Code 1 1,102 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
dilberryhoundog/dev-workspace Dev workspace is an advanced context management system for Claude Code. 39 Claude Code 1
smcronin/uspto-cli Agent-ready CLI for the USPTO Open Data Portal API 39 Claude Code, Codex, OpenCode 2 1,577 tok
derek-larson14/delegate Text files and slash commands for running company operations with AI. 39 Claude Code 1 362 tok
yang3kc/cursor_latex_template Cursor configuration for LaTeX projects 39 Claude Code 1 619 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
ourines/worktree-task-plugin Claude Code plugin for managing large coding tasks using git worktrees and background sess 39 Claude Code 1 793 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
adityaarsharma/youtube-marketing-skills adityaarsharma.com Open-source agent-agnostic YouTube growth toolkit — 21 AI commands + live channel MCP. Wor 39 Claude Code 1 997 tok
EodHistoricalData/eodhd-claude-skills eodhd.com Claude Code plugin for EODHD financial data — 150k+ tickers, 70+ exchanges, OAuth MCP serv 39 Claude Code 1 1,746 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
OrcaQubits/agentic-commerce-skills-plugins Skills & plugins for agentic commerce : UCP, ACP, AP2, A2A, WebMCP, Magento 2, BigCommerce 39 Gemini CLI 1 2,146 tok
astro-anywhere/astro-agent astroanywhere.com Mission control for the AI age. 39 Claude Code 1 781 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
peakflames/PolarionMcpServers MCP Server for Polarion 39 Claude Code 3 4,188 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
atxp-dev/atxp atxp.ai Give your AI agent a wallet, email, phone number, and instant access to paid MCP tools — w 39 Gemini CLI 1 2,023 tok
verygoodplugins/robinhood-mcp Read-only MCP server for Robinhood portfolio research 39 Claude Code, Codex, OpenCode 2 3,417 tok
DariuszNewecki/CORE dariusznewecki.github.io CORE is a governance runtime for autonomous AI systems. It enforces constitutional rules d 39 Claude Code 1 8,579 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
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
anzy-renlab-ai/pronounce pronounce.renlab.ai 🔊 Hear how developers actually pronounce kubectl, nginx, GIF & 1,900+ tech terms. Sourced 39 Claude Code 1 818 tok
DaniAkash/agent-terminal A terminal that understands AI agents. Project workspaces, live process metrics, and nativ 39 Claude Code 1
linxule/kimi-plugin-cc Claude Code plugin that delegates read-only review, adversarial review, free-form ask, and 39 Claude Code, Codex, OpenCode 2 6,004 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
advenimus/jw-mcp MCP Tools for Jehovah's Witnesses 39 Claude Code 1 1,659 tok
chambear2809/splunk-cisco-skills Skills that make your agent a Splunk Engineer 39 Claude Code, Codex, OpenCode 3 14,903 tok