How real projects configure their agents

23,112 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
google-research/timesfm research.google TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model develo 31,693 Codex, OpenCode 1 221 tok
tirth8205/code-review-graph code-review-graph.com Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codeb 31,230 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,020 tok
vercel/turborepo turborepo.dev Build system optimized for JavaScript and TypeScript, written in Rust 31,062 Codex, OpenCode 1 1,238 tok
vercel-labs/agent-skills skills.sh Vercel's official collection of agent skills 30,915 Claude Code, Codex, OpenCode 2 771 tok
googleworkspace/cli developers.google.com Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Cha 30,765 Claude Code, Codex, OpenCode 3 2,720 tok
nanocoai/nanoclaw nanoclaw.dev A lightweight alternative to OpenClaw that runs in containers for security. Connects to Wh 30,711 Claude Code, Codex, OpenCode 3 7,214 tok
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) 30,591 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 30,542 Claude Code, Codex, OpenCode 9 14,146 tok
vercel-labs/skills skills.sh The open agent skills tool - npx skills 30,539 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. 30,354 Codex, OpenCode 1 780 tok
ComposioHQ/composio docs.composio.dev Composio powers 1000+ toolkits, tool search, context management, authentication, and a san 30,084 Claude Code, Codex, OpenCode 2 1,187 tok
can1357/oh-my-pi omp.sh ⌥ Coding agent with the IDE wired in 29,882 Codex, OpenCode 1 6,302 tok
78/xiaozhi-esp32 xiaozhi.me An MCP-based chatbot 29,668 Codex, OpenCode 1 1,079 tok
garrytan/gbrain Garry's Opinionated OpenClaw/Hermes Agent Brain 29,668 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 29,592 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 29,466 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 29,317 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 41 4,283 tok
chroma-core/chroma trychroma.com Search infrastructure for AI 29,240 Claude Code, Codex, OpenCode 3 569 tok
openai/openai-agents-python openai.github.io A lightweight, powerful framework for multi-agent workflows 29,235 Claude Code, Codex, OpenCode 16 8,009 tok
huggingface/smolagents huggingface.co 🤗 smolagents: a barebones library for agents that think in code. 29,206 Codex, OpenCode 1 32 tok
langchain-ai/deepagents docs.langchain.com The batteries-included agent harness. 29,076 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. 29,000 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 28,916 Claude Code, Codex, GitHub Copilot, OpenCode 3 156 tok
virgiliojr94/book-to-skill Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use 28,851 Claude Code, Codex, OpenCode 2 1,099 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
TanStack/table tanstack.com 🤖 Headless UI for building powerful tables & datagrids for TS/JS - React-Table, Vue-Tabl 28,412 Codex, OpenCode 1 354 tok
yamadashy/repomix repomix.com 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly 28,225 Claude Code, Codex, GitHub Copilot, OpenCode 5 52 tok
rohitg00/agentmemory agent-memory.dev #1 Persistent memory for AI coding agents based on real-world benchmarks 28,106 Claude Code, Codex, OpenCode 1 1,546 tok
OtterMind/Chat2DB chat2db.ai Chat2DB is a free, cross-platform, local-first database client and SQL workspace for devel 28,086 Codex, OpenCode 1 4,057 tok
BloopAI/vibe-kanban vibekanban.com Get 10X more out of Claude Code, Codex or any coding agent 28,030 Claude Code, Codex, OpenCode 2 1,008 tok
kestra-io/kestra go.kestra.io Event Driven Orchestration & Scheduling Platform for Mission Critical Applications 28,008 Claude Code, Codex, OpenCode 2 6,951 tok
charmbracelet/crush Glamourous agentic coding for all 💘 27,938 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 27,837 Claude Code, Codex, GitHub Copilot, OpenCode 11 2,333 tok
google-labs-code/design.md stitch.withgoogle.com A format specification for describing a visual identity to coding agents. DESIGN.md gives 27,753 Claude Code, Codex 4
mastra-ai/mastra mastra.ai Mastra is the modern TypeScript framework for AI-powered applications and agents. 27,747 Claude Code, Codex, OpenCode 35 416 tok
QwenLM/qwen-code qwenlm.github.io An open-source AI coding agent that lives in your terminal. 27,688 Claude Code, Codex, OpenCode 2 3,697 tok
virattt/dexter An autonomous agent for deep financial research 27,585 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. 27,542 Claude Code, Codex, GitHub Copilot, OpenCode 11 4,821 tok
ayghri/i-have-adhd A skill to stop your coding agent from burying the answer. ADHD-friendly output. 27,459 Claude Code, Codex, Gemini CLI, OpenCode 2 1,240 tok
Wox-launcher/Wox woxlauncher.com A cross-platform launcher that simply works 27,323 Claude Code, Codex, OpenCode 11 1,371 tok
Kilo-Org/kilocode kilo.ai Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with 27,204 Claude Code, Codex, OpenCode 12 4,334 tok
openai/symphony openai.com Symphony turns project work into isolated, autonomous implementation runs, allowing teams 27,050 Codex 7
gastownhall/beads beads.gascity.com Beads - A memory upgrade for your coding agent 26,953 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 26,850 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 26,680 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 26,615 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 26,435 Claude Code, Codex, OpenCode 2 438 tok