How real projects configure their agents

31,984 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
johunsang/vive-md A collection of CLAUDE.md templates and waterfall deliverables for vibe coding (Spring Boo 20 Claude Code 1 2,920 tok
navisbio/AACT_clinicaltrials_MCP 20 Claude Code 1 530 tok
MRIIOT/WatchPATONERE WatchPAT ONE Reverse Engineering 20 Claude Code 2 1,929 tok
ai-analyst-lab/ai-analyst-plus AI Product Analyst Plus — full system + premium skills for bootcamp and consulting 20 Claude Code 3 9,546 tok
cloudrepo-io/founder-os Run your company with an AI team. No complex tooling—just markdown files and Claude. 20 Claude Code 11 2,991 tok
devfullcycle/mba-ia-greenfield-project 20 Claude Code 32 1,208 tok
context-foundry/context-foundry contextfoundry.dev Stop vibe coding. Start building. 20 Claude Code, GitHub Copilot 9 2,921 tok
doodledood/claude-code-plugins A curated marketplace of Claude Code plugins for agentic development workflows, featuring 20 Claude Code, Codex, OpenCode 5 3,092 tok
MinhThang1009/dotclaude 20 Claude Code 1 1,212 tok
topos-sh/topos topos.sh Behavior sharing for AI agents in teams — the topos CLI + self-hostable plane keep every a 20 Claude Code, Codex, OpenCode 2 1,503 tok
a-lottes/aSPARK aspark.lottes.dev A gated agile delivery process for Claude Code: an AI product team (PO, Designer, EM, Revi 20 Claude Code 1 766 tok
HWYD/ai-mind An AI Native Runtime Skeleton that continuously evolves by version. It starts with a local 20 Claude Code, Codex, OpenCode 17 3,169 tok
TakaGoto/rag-learning-academy A structured, multi-agent Claude Code learning environment for mastering Retrieval-Augment 20 Claude Code, Codex, OpenCode 47 3,377 tok
coyaSONG/youtube-mcp-server smithery.ai Citation-ready YouTube research for AI agents — transcript search, exact timestamp links, 20 Claude Code, Codex, OpenCode 2 1,611 tok
nonatofabio/luna-agent Custom minimal AI agent with persistent memory, MCP tools, and Discord 20 Claude Code 1 1,019 tok
BoxLogoDev/sapstack Universal SAP skills and agents for Claude Code — FI, CO, TR, MM, SD, PP, HCM, SFSF, ABAP, 20 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode, Windsurf 11 14,979 tok
Minh-Tam-Solution/SDLC-Enterprise-Framework sdlcframework.org A 7-Pillar AI+Human SDLC methodology — 10 stages, 5 quality gates, 18 SOUL roles. Tool-agn 20 Claude Code 1 10,506 tok
EndeavorYen/chrome-cdp-ex endeavoryen.github.io Attach a coding agent to the Chrome/Edge/Electron tab you already have open. Cookies stay. 20 Claude Code, Codex, OpenCode 2 1,192 tok
lestrrat-ai/claude-code-plugins 20 Claude Code, Codex, OpenCode 2 4,025 tok
davisjam/model-based-agentic-software-engineering davisjam.github.io Book, website, and skills for MAGE: the Model-Based Agentic Software Engineering framework 20 Claude Code, Codex, OpenCode 2 6,439 tok
machinavitalis/jaxonomy py.jaxonomy.com JAX-native simulation engine for hybrid dynamical systems — block-diagram modeling, ODE/DA 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,254 tok
SkyShannonProver/shannon-prover skyshannonprover.github.io LLM agents that write machine-checked cryptographic proofs in EasyCrypt (arXiv:2607.02847) 20 Claude Code, Codex, OpenCode 4 2,653 tok
zgbrenner/agentcounsel zgbrenner.github.io Open-source, AI-agnostic skills for legal teams. 20 Claude Code, Codex, Gemini CLI, OpenCode 3 3,839 tok
insung8150/AgentWebSearch-MCP Local WebSearch without API keys - MCP Server for Claude Code, OpenClaw, LM Studio. Parall 20 Claude Code 1 1,300 tok
kylehughes/writing-prose-like-a-human-for-agents A skill and subagent that help AI agents write and edit prose that doesn't read like AI. 20 Claude Code 1 486 tok
cq27-dev/rag-rat rag-rat.cq27.dev Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impa 20 Claude Code, Codex, OpenCode 7 2,974 tok
techleadhd/blockworld Voxel renderer for AI Agents (MCP, skills) 20 Claude Code 3
j4th/mtg-mcp-server Unified MCP server composing Scryfall, Commander Spellbook, 17Lands, EDHREC, Moxfield, Spi 20 Claude Code 8 3,716 tok
w1ne/kernelCAD-web Open, agent-native CAD; edit code, not click menus, make things. kernelCAD.com 20 Claude Code 1 780 tok
scszcoder/eCan.ai ecan.ai Privacy-first, AI native agents For E-Commerce (and beyond), create skill (langgraph based 20 Claude Code 1 3,566 tok
kamioj/spec-workflow Personal Claude Code plugin marketplace for SDD workflow (research / ask / propose / apply 20 Claude Code 1 4,960 tok
EodHistoricalData/EODHD-MCP-Server EODHD MCP Server for AI assistants 20 Claude Code, Codex, OpenCode 2 2,762 tok
ivanshamaev/de-agent-skills datatalks.ru Professional Data Engineering Agent Skills for developing AI Agentic Data Platforms. 20 Claude Code 2 8,914 tok
ExaDev/agent-comms Cross-harness communication mesh for LLM agents. Rooms, DMs, presence, and visibility. 20 Claude Code, Codex, OpenCode 2 4 tok
GabrielOnDelphi/Autopilot-for-Delphi gabrielmoraru.com Autopilot for Delphi 20 Claude Code 1
scvcoder/korean-law-alio-mcp npmjs.com (Overview) An MCP for searching, comparing, and analyzing internal regulations of public i 20 Claude Code 1 3,809 tok
keshrath/agent-tasks npmjs.com Pipeline-driven task management for AI coding agents — stages, dependencies, artifacts, an 20 Claude Code 1 1,319 tok
GAJETOso/financeskills AI-powered skills for financial professionals. Comprehensive collection of finance, accoun 20 Claude Code, Codex, OpenCode 2 1,966 tok
jdguggs10/flaim flaim.app Fantasy Sports MCP Platform 20 Claude Code, Codex, OpenCode 5 1,153 tok
The-OpenROAD-Project/OpenROAD-MCP Model Context Protocol (MCP) server for OpenROAD 20 Claude Code 3
j0hanz/filesystem-mcp A local filesystem MCP server that lets LLMs and AI agents read, write, search, diff, patc 20 Claude Code, Codex, OpenCode 2 164 tok
lonetis/claudeleaf npmjs.com Bring Claude (and any agent) into Overleaf. Claudeleaf is a reliable TypeScript bridge tha 20 Claude Code 1 4,463 tok
yangsijie666/xiaohongshu-crawler Xiaohongshu data collection tool — a Playwright-based stealth crawler supporting search, p 20 Claude Code 1 1,412 tok
AndyVictors/clausative A writing style for specifications that both AI and humans are happy with. 20 Claude Code 1
genged/capshelf Shared Agent Configuration tool, share skills, configs and mcps across multiple projects 20 Claude Code, Codex, OpenCode 3 2,744 tok
zach-blumenfeld/knowledge-index The Graph Search Engine for Your Knowledge Base 20 Claude Code, Codex, OpenCode 2 4,035 tok
honra-io/drizzle-best-practices 20 Claude Code, Codex, OpenCode 2 820 tok
mslavov/shelly-forge Shelly Forge is a TypeScript framework and CLI tool for developing, testing, and deploying 20 Claude Code, Codex, OpenCode 10 775 tok
pimcore/studio-backend-bundle Studio Backend bundle 20 Claude Code, Codex, GitHub Copilot 3 1,670 tok
majiayu000/claude-skill-registry-data Raw skills archive data for the Claude skill registry 20 Claude Code, Codex, OpenCode 2 599 tok