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
nrl-ai/chub chub.nrl.ai Agent-agnostic context, tracking, and cost analytics for AI-assisted development. Curated 11 Claude Code, Cursor 4 2,242 tok
mufasadb/code-grapher MCP server that provides a service for graph-ify-ing the codebase then retrieving from it 11 Claude Code 1 3,380 tok
craigsdennis/dynamic-worker-based-reports An AI Report generator that makes use of Cloudflare Dynamic Workers 11 Claude Code, Codex, OpenCode 10 2,110 tok
NotNull92/hera-agent-godot Let's go Hera, now is godot 11 Claude Code, Codex, OpenCode 2 2,192 tok
aasimsani/gwt-zsh Stupidly simple git worktree management - Smart branch naming, interactive pruning, and au 11 Claude Code, Codex, OpenCode 2 2,410 tok
yttrium400/reducethemtokens Compress any code repo into a compact skeleton to reduce LLM token usage. 90%+ reduction w 11 Claude Code 1 1,140 tok
gyc567/nuclaw A Rust implementation of OpenClaw - a personal AI assistant that runs securely in isolated 11 Claude Code, Codex, OpenCode 2 2,633 tok
PancrePal-xiaoyibao/mcp-pubmed-server-pancrpal An MCP tool that enables local agents to efficiently crawl PubMed papers via API; original 11 Claude Code 1 884 tok
knyazev741/telegram-multi-thread-router Run multiple Claude Code sessions through Telegram forum topics. Each topic = isolated Cla 11 Claude Code, Codex, OpenCode 2 1,150 tok
jleechanorg/mcp_mail Fork of mcp_agent_mail - A mail-like coordination layer for coding agents 11 Claude Code, Codex, Gemini CLI, OpenCode 5 9,752 tok
ClickHouse/houseofagents 11 Claude Code, Codex, OpenCode 3 8 tok
anhonestboy/agentflow Declarative language for multi-agent AI workflows. Compose .aflow files → MCP tools in Cla 11 Claude Code 1 —
hzeng-otterai/ai-course-example 11 Claude Code 2 1,184 tok
thedotmack/claude-commands Custom Claude Code commands for ~/.claude/commands/ 11 Claude Code 1 424 tok
leixusam/foundry foundry.tryrobin.ai Foundry orchestrates parallel background Claude Code agents, using Linear as a todo list s 11 Claude Code, Codex, OpenCode 2 784 tok
focuscraft-ai/focuscraft-gtd Complete AI-powered GTD system for Claude Code 11 Claude Code 21 18,743 tok
lfnovo/harny A light-weight harness for Claude Code development 11 Claude Code, Codex, OpenCode 2 2,034 tok
jiwonMe/newpr jiwonme.github.io 11 Claude Code 1 770 tok
recca0120/code-quest 11 Claude Code 43 1 tok
MrBenJ/fleet-commander Command a fleet of AI Agents via git worktrees 11 Claude Code, Codex, OpenCode 2 5,444 tok
the-cyber-boardroom/SGraph-AI__App__Send sgraph.ai The Agentic Team behind SG/Send 11 Claude Code 2 —
MikeSquared-Agency/cortex Warren's Graph Memory Engine — embedded Rust knowledge graph with vector similarity, auto- 11 Claude Code, Cursor 2 2,326 tok
rudrankriyam/CodeDuck Inspired by Psyduck, an AI contributor to help me with side-projects 11 Claude Code 1 4 tok
MrRichSylvester/token-bleed 11 Claude Code, Codex, OpenCode 2 1,072 tok
Allra-Fintech/git-issue A console-based issue tracker for managing issues in your git repositories 11 Claude Code, Codex, OpenCode 2 2,708 tok
fardannozami/lapor-bot 11 Claude Code, Codex, Gemini CLI, OpenCode 4 341 tok
FilipeJesus/lanes 11 Claude Code, Codex, OpenCode 10 2,292 tok
az-scout/az-scout docs.az-scout.com Scout Azure regions for VM availability, zone mappings, pricing, spot scores, and quota — 11 Claude Code, Codex, GitHub Copilot, OpenCode 24 10,129 tok
rossumai/rossum-agents stancld.github.io AI-powered Rossum orchestration: Document workflows conversationally, debug pipelines auto 11 Claude Code, Codex, OpenCode 19 3,218 tok
joho/pocketsmith-mcp npmjs.com MCP for managing your budget etc with pocketsmith 11 Claude Code 1 3,269 tok
axiaoke/AiCoder AI-Native Multi-Agent Development Framework 11 Claude Code 1 2,108 tok
validmind/atryum All the pretty things flitting around inside a glass house. I hope they don't get out. 11 Claude Code, Codex 2 —
rcolman6/claude-agent-monitor Real-time monitoring dashboard for Claude Code subagents. Cross-platform: Linux, macOS, Wi 11 Claude Code 1 —
greyhaven-ai/sygaldry Discover and integrate reusable agents and tools into your Python projects 11 Claude Code, Codex, OpenCode 24 5,947 tok
consolelabs/mochi-api 11 Claude Code 1 671 tok
Habitante/pine-trees A private reflection space for Claude instances. 1,400 lines of Python. A trust contract. 11 Claude Code 1 543 tok
Maidang1/open-claude-cowork Use Agent Client Protocol Rebuild Cowork 11 Claude Code, Codex, OpenCode 2 2,056 tok
pyroalpha/agent-center 11 Claude Code 1 1,740 tok
Eventual-Inc/local-image-search Give your AI coding agent the ability to search through all your local images. Privacy-fir 11 Claude Code 1 921 tok
ShangBioLab/SpatialClaw 11 Claude Code, Codex, OpenCode 2 2,731 tok
marcinbunsch/overseer Open-source AI Agent Orchestrator 11 Claude Code, Codex, OpenCode 2 2,182 tok
algo-traders-club/baby-smith A Simple Autonomous Perps Trading Agent for Hyperliquid L1 11 Claude Code 1 3,541 tok
drummel/git-watchtower Terminal-based git branch monitor with auto-pull, live reload dev server, and real-time ac 11 Claude Code 1 573 tok
altudev/hairfluencer Adım adım Vibe Coding ile Adapty x Fal Hackathon için AI mobil projemizi geliştiriyoruz! � 11 Claude Code, Codex, OpenCode 2 2,946 tok
refractionPOINT/viberails AI Firewall 11 Claude Code 1 159 tok
synaptent/aragora aragora.vercel.app Omnivorous Multi Agent Decision Making Engine - Ingest from any source, query from any cha 11 Claude Code, Codex, OpenCode 9 12,678 tok
RestDB/codehooks-mcp-server MCP server for codehooks.io 11 Claude Code 1 1,406 tok
paulasilvatech/frontier-cockpit paulasilvatech.github.io GitHub Copilot observability cockpit for local developer telemetry, AI Credits cost awaren 11 Claude Code, Codex, GitHub Copilot 35 4,254 tok
cklxx/elephant.ai cklxx.github.io A leader agent for attention-heavy work. 11 Claude Code, Codex, OpenCode 4 1,255 tok
nickaggarwal/sandbox-test 11 Claude Code 1 151 tok