How real projects configure their agents

43,383 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
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
davila7/claude-code-templates aitmpl.com CLI tool for configuring and monitoring Claude Code 30,546 Claude Code 24 6,911 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
tobi/qmd mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking c 29,570 Claude Code 1 1,727 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
assafelovic/gpt-researcher gptr.dev An autonomous agent that conducts deep research on any data using any LLM providers 29,321 Claude Code, Cursor 2 1,126 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
supermemoryai/supermemory supermemory.ai Memory and context engine + app that is extremely fast, scalable, and can be run fully loc 29,246 Claude Code 1 884 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
viatsko/awesome-vscode viatsko.github.io 🎨 A curated list of delightful VS Code packages and resources. 29,006 Claude Code 1 515 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
eyaltoledano/claude-task-master tryhamster.com An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and 28,053 Claude Code, Cursor 5 1,815 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
jarrodwatts/claude-hud A Claude Code plugin that shows what's happening - context usage, active tools, running ag 27,858 Claude Code 1 1,531 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
trufflesecurity/trufflehog trufflesecurity.com Find, verify, and analyze leaked credentials 27,694 Cursor 1
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
decolua/9router 9router.com Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity 27,297 Claude Code 1 1,970 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