How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
stevessr/bug-v3 microsoftedge.microsoft.com An emoji plugin with many bugs, mainly tested on Linux. It should work with most Discourse 15 Claude Code, Codex, OpenCode 38 6,081 tok
lacymorrow/paperclip-hub cliphub.fyi Plugin hub and marketplace for Paperclip — discover connectors, automations, and extension 15 Claude Code, Cursor 3 4,357 tok
abicheck/abicheck abicheck.github.io API/ABI checker: castxml-based header dumper + Python checker + LLVM/GCC support 14 Claude Code, Codex, GitHub Copilot, OpenCode 15 5,667 tok
sintaxasn/Fluence.Wpf fluencewpf.com Fluence.Wpf is a modern theming and control library based on WinUI 3, but for WPF on .NET 14 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,958 tok
abrahao-dev/podium-app Infinite spatial canvas for terminal windows running AI coding agents. Wire agents togethe 14 Claude Code 1 1,249 tok
contextgo/contextgo 14 Claude Code, Codex, OpenCode 11 3,168 tok
putervision/WebCrypt putervision.github.io Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RS 14 Claude Code, Codex, GitHub Copilot 6 4,928 tok
radimsem/mithril A trustless MCP server that replaces the generic shell tool with validated, sandboxed, pur 14 Claude Code 3 1,709 tok
Abhishekrajpurohit/motion-dev-mcp A MCP server providing offline Motion.dev documentation access and intelligent animation 14 Claude Code 1 4,735 tok
louagej/al-go-mcp-server theframework.be MCP server providing AI assistants with access to Microsoft AL-Go documentation and resour 14 Claude Code, GitHub Copilot 17 838 tok
czottmann/render-claude-context Collects CLAUDE.md files from directory hierarchy (project folder up to `~/.claude/`), emb 14 Claude Code 1 658 tok
omril321/automated-notebooklm Automation around NotebookLM, with a monday.com board integration 14 Claude Code, Codex, OpenCode 4 1,424 tok
livoras/better-playwright-mcp 14 Claude Code 1 595 tok
chengkj99/kj-skills 14 Claude Code, Codex, OpenCode 7 1,368 tok
istefox/istefox-dt-mcp MCP server for DEVONthink 4 - best-in-class connector with RAG-augmented search 14 Claude Code 1 2,309 tok
SoulKyu/openwiki-cc Auto-generate and maintain a documentation wiki for any repo — native Claude Code plugin ( 14 Claude Code, Codex, OpenCode 3 91 tok
Cynrath/agent-context-kit cynrath.github.io Offline-first toolkit for agent-ready repositories: readiness scoring, instruction graphs, 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,051 tok
ZethRise/ReadyDesign-Skill Ready to use design system for cool UI/UX with no extra slop 14 Claude Code, Codex, OpenCode 2 184 tok
welshwandering/cwtch Cwtch - Helpful utilities for Claude Code. Manage profiles, check usage, deploy your army 14 Claude Code 1 1,129 tok
t1/tdder A Claude Code plugin that guides AI agents through disciplined Test-Driven Development and 14 Claude Code, Codex, OpenCode 3 1,132 tok
forsvn-labs/meta-skills Turn your coding agent into a full product team — composable skills across research, marke 14 Claude Code, Codex, OpenCode 2 341 tok
quan0715/open-press open-press.dev AI-first fixed-layout document workspaces. Your AI agent writes proposals, whitepapers, th 14 Claude Code, Codex, OpenCode 2 3,542 tok
pipulate/pipulate pipulate.com Local First AI SEO Software on Nix, FastHTML & HTMX 14 Claude Code, Codex, OpenCode 7 1,039 tok
Sangkwun/sandy Deterministic MCP scenario replay for AI agents — create once, replay without LLM inferenc 14 Claude Code 1 1,435 tok
freema/mcp-jira-stdio MCP server for Jira integration with stdio transport. Issue management, project tracking, 14 Claude Code, Codex, OpenCode 5 887 tok
safx/backlog-mcp-server-rust MCP server for Backlog, project management service. 14 Claude Code 1 3,926 tok
TIBCOSoftware/flogo-enterprise-hub Hub for TIBCO Flogo® Resources 14 Claude Code 1 327 tok
Logos-Flux/mnemo MCP server that uses Gemini's context caching as extended memory for AI assistants. Load G 14 Claude Code 1 1,149 tok
cloudglue/cloudglue-mcp-server cloudglue.dev Official MCP server for Cloudglue API 14 Claude Code 1 537 tok
emiliomartucci/marvis The Company Brain your agents install — use your coding agent to run projects and coordina 14 Claude Code, Codex, OpenCode 2 199 tok
asta-nguyen/kamehadb kamehadb.astalife.co KamehaDB is a cross-platform database GUI - AI. Support query via human language 14 Claude Code, Codex, OpenCode 17 6,150 tok
joslat/maf-doctor AI-powered toolkit for Microsoft Agent Framework (MAF) migrations — agents, skills, MCP se 14 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,410 tok
seanyao/roll seanyao.github.io Autonomous software delivery with AI agents — your BACKLOG runs itself, guided by encoded 14 Claude Code, Codex, OpenCode 3 1,862 tok
yuxaoxao/dot-ai 14 Claude Code, Codex, OpenCode 2 109 tok
MageByte-Zero/agent-guidelines Full-stack AI collaboration codex (CLAUDE.md / AGENTS.md / Cursor rules) distilled from Ka 14 Claude Code, Codex, OpenCode 2 6,350 tok
ChrisDBaldwin/Masques masques.ai Role-playing for Agents — temporary cognitive identities bundling intent, context, and len 14 Claude Code, Codex, OpenCode 2 3,938 tok
andikarachman/data-science-plugin Data science and ML workflow tools for Claude Code. 6 agents, 4 commands, 6 skills for pro 14 Claude Code 1 1,378 tok
UitbreidenOS/UitKit uitkit-os.vercel.app Claude Code Skills, Agents & Plugins — UitKit 14 Claude Code 1 905 tok
sebyul2/backstage Watch your AI agents work in a pixel art office — Claude Code plugin 14 Claude Code 1 87 tok
HA7CH/cv-pro cv.ha7ch.com cv — turn a PDF resume into a living personal site. Multi-tenant resume hosting with a Cla 14 Claude Code, Codex, OpenCode 2 79 tok
schuettc/claude-code-plugins Claude Code plugins for feature lifecycle management 14 Claude Code 1 237 tok
lucemia/trading-agents-plugin Multi-agent trading analysis as a Claude Code slash command — no external LLM API cost 14 Claude Code 1 —
Lee-W/maigo lee-w.github.io Maigo is a multi-agent general-purpose development workflow featuring the five members of 14 Claude Code, Codex, OpenCode 2 2,588 tok
mrgoonie/searchapi-mcp-server TypeScript Model Context Protocol (MCP) server boilerplate providing search API tools/reso 14 Claude Code 1 398 tok
KHAEntertainment/the-hive hivecli.com Claude can now control Gemini CLI and Openrouter agents as part of it's swarm, thanks to T 14 Claude Code 1 1,997 tok
dynamike/snowflake-mcp-server MCP Server for connecting to Snowflake with read-only questions 14 Claude Code 1 293 tok
bolnet/attestor attestor.dev Auditable memory for agent teams. Self-hosted, deterministic retrieval, no LLM in the crit 14 Claude Code 1 2,895 tok
msnidal/yellhorn-mcp Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with entire-codeb 14 Claude Code 1 894 tok
jillesca/gNMIBuddy Over-engineered & opinionated gNMI collector with MCP 14 Claude Code, Codex, OpenCode 4 299 tok
zbowling/mcpcodeserver A Model Context Protocol (MCP) proxy server that translates tool calls into TypeScript cod 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 6,814 tok