How real projects configure their agents

21,846 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 agents7,412Data and AI4,299Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410Security2,106Productivity2,076Project management1,686

All Claude Code31,991 Codex23,077 OpenCode21,846 GitHub Copilot3,491 Gemini CLI1,901 Cursor1,721 Kiro33 Windsurf25

Project Stars Configures Files Always loaded
getzep/graphiti help.getzep.com Build Real-Time Knowledge Graphs for AI Agents 30,621 Claude Code, Codex, OpenCode 2 3,395 tok
ScrapeGraphAI/Scrapegraph-ai scrapegraphai.com Python scraper based on AI 30,602 Codex, OpenCode 1 1,314 tok
heroui-inc/heroui heroui.com 🚀 Beautiful, fast and modern React UI library. (Previously NextUI) 30,577 Claude Code, Codex, OpenCode 7 10,664 tok
topoteretes/cognee cognee.ai Cognee is the open-source AI memory platform for agents. Give your AI agents persistent lo 30,501 Claude Code, Codex, OpenCode 9 14,146 tok
vercel-labs/skills skills.sh The open agent skills tool - npx skills 30,480 Codex, OpenCode 1 1,627 tok
BigPizzaV3/CodexPlusPlus codexpp.cc An enhanced tool for CodexApp, striving to make Codex better and more comfortable to use. 30,270 Codex, OpenCode 1 780 tok
ComposioHQ/composio docs.composio.dev Composio powers 1000+ toolkits, tool search, context management, authentication, and a san 30,074 Claude Code, Codex, OpenCode 2 1,187 tok
can1357/oh-my-pi omp.sh ⌥ Coding agent with the IDE wired in 29,719 Codex, OpenCode 1 6,302 tok
78/xiaozhi-esp32 xiaozhi.me An MCP-based chatbot 29,645 Codex, OpenCode 1 1,079 tok
garrytan/gbrain Garry's Opinionated OpenClaw/Hermes Agent Brain 29,629 Claude Code, Codex, OpenCode 2 17,536 tok
labring/FastGPT fastgpt.io FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of o 29,583 Claude Code, Codex, OpenCode 12 2,651 tok
wilsonfreitas/awesome-quant wilsonfreitas.github.io A curated list of insanely awesome libraries, packages and resources for Quants (Quantitat 29,448 Claude Code, Codex, OpenCode 2 2,667 tok
nrwl/nx nx.dev The Monorepo Platform that amplifies both developers and AI agents. Nx optimizes your buil 29,310 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 41 4,283 tok
chroma-core/chroma trychroma.com Search infrastructure for AI 29,236 Claude Code, Codex, OpenCode 3 569 tok
openai/openai-agents-python openai.github.io A lightweight, powerful framework for multi-agent workflows 29,214 Claude Code, Codex, OpenCode 16 8,009 tok
huggingface/smolagents huggingface.co 🤗 smolagents: a barebones library for agents that think in code. 29,177 Codex, OpenCode 1 32 tok
langchain-ai/deepagents docs.langchain.com The batteries-included agent harness. 29,040 Claude Code, Codex, OpenCode 2 2,268 tok
alibaba/page-agent alibaba.github.io JavaScript in-page GUI agent. Control web interfaces with natural language. 28,999 Claude Code, Codex, OpenCode 7 1,608 tok
oraios/serena oraios.github.io A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities 28,883 Claude Code, Codex, GitHub Copilot, OpenCode 3 156 tok
karakeep-app/karakeep karakeep.app A self-hostable bookmark-everything app (links, notes and images) with AI-based automatic 28,846 Claude Code, Codex, Gemini CLI, OpenCode 4 700 tok
virgiliojr94/book-to-skill Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use 28,707 Claude Code, Codex, OpenCode 2 1,099 tok
TanStack/table tanstack.com 🤖 Headless UI for building powerful tables & datagrids for TS/JS - React-Table, Vue-Tabl 28,410 Codex, OpenCode 1 354 tok
yamadashy/repomix repomix.com 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly 28,214 Claude Code, Codex, GitHub Copilot, OpenCode 5 52 tok
OtterMind/Chat2DB chat2db.ai Chat2DB is a free, cross-platform, local-first database client and SQL workspace for devel 28,080 Codex, OpenCode 1 4,057 tok
rohitg00/agentmemory agent-memory.dev #1 Persistent memory for AI coding agents based on real-world benchmarks 28,070 Claude Code, Codex, OpenCode 1 1,546 tok
BloopAI/vibe-kanban vibekanban.com Get 10X more out of Claude Code, Codex or any coding agent 28,021 Claude Code, Codex, OpenCode 2 1,008 tok
kestra-io/kestra go.kestra.io Event Driven Orchestration & Scheduling Platform for Mission Critical Applications 27,998 Claude Code, Codex, OpenCode 2 6,951 tok
charmbracelet/crush Glamourous agentic coding for all 💘 27,927 Claude Code, Codex, OpenCode 3 2,533 tok
mlflow/mlflow mlflow.org The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables te 27,822 Claude Code, Codex, GitHub Copilot, OpenCode 11 2,333 tok
mastra-ai/mastra mastra.ai Mastra is the modern TypeScript framework for AI-powered applications and agents. 27,728 Claude Code, Codex, OpenCode 35 416 tok
QwenLM/qwen-code qwenlm.github.io An open-source AI coding agent that lives in your terminal. 27,673 Claude Code, Codex, OpenCode 2 3,697 tok
virattt/dexter An autonomous agent for deep financial research 27,582 Codex, OpenCode 1 1,434 tok
recharts/recharts recharts.github.io Redefined chart library built with React and D3 27,545 Claude Code, Codex, OpenCode 7 310 tok
PrefectHQ/fastmcp gofastmcp.com 🚀 The fast, Pythonic way to build MCP servers and clients. 27,538 Claude Code, Codex, GitHub Copilot, OpenCode 11 4,821 tok
Wox-launcher/Wox woxlauncher.com A cross-platform launcher that simply works 27,323 Claude Code, Codex, OpenCode 11 1,371 tok
ayghri/i-have-adhd A skill to stop your coding agent from burying the answer. ADHD-friendly output. 27,238 Claude Code, Codex, Gemini CLI, OpenCode 2 1,240 tok
Kilo-Org/kilocode kilo.ai Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with 27,190 Claude Code, Codex, OpenCode 12 4,334 tok
gastownhall/beads beads.gascity.com Beads - A memory upgrade for your coding agent 26,934 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,440 tok
manaflow-ai/cmux cmux.com Open source Ghostty-based macOS terminal with vertical tabs and notifications for AI codin 26,829 Claude Code, Codex, OpenCode 8 4,119 tok
OthmanAdi/planning-with-files skills.sh Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof ma 26,649 Claude Code, Codex, OpenCode 1 2,236 tok
vercel/ai ai-sdk.dev The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-sou 26,595 Claude Code, Codex, OpenCode 4 2,903 tok
deepset-ai/haystack haystack.deepset.ai Open-source AI orchestration framework for building context-engineered, production-ready L 26,428 Claude Code, Codex, OpenCode 2 438 tok
phuryn/pm-skills productcompass.pm PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to stra 26,033 Claude Code, Codex, OpenCode 2 1,910 tok
h4ckf0r0day/obscura obscura.sh The headless browser for AI agents and web scraping 25,902 Codex, OpenCode 1 2,630 tok
biomejs/biome biomejs.dev A toolchain for web projects, aimed to provide functionalities to maintain them. Biome off 25,717 Claude Code, Codex, OpenCode 14 989 tok
agentskills/agentskills agentskills.io Specification and documentation for Agent Skills 25,070 Claude Code, Codex, OpenCode 4 373 tok
EveryInc/compound-engineering-plugin every.to Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more 24,865 Claude Code, Codex, Gemini CLI, OpenCode 3 12,519 tok
promptfoo/promptfoo promptfoo.dev Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. 24,846 Claude Code, Codex, OpenCode 8 5,280 tok
letta-ai/letta docs.letta.com Platform for stateful agents: AI with advanced memory that can learn and self-improve over 24,626 Codex, OpenCode 1 708 tok
RooCodeInc/Roo-Code roocode.com Roo Code gives you a whole dev team of AI agents in your code editor. 24,309 Codex, OpenCode 1 95 tok