How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
nicosuave/memex Search Claude Code, Codex, Pi, OpenCode, Github Copilot & Cursor transcripts. Resume sessi 210 Claude Code, Codex, OpenCode 2 67 tok
scorbo2/TalkWithMe Configurable AI chat with TTS/STT 210 Codex, OpenCode 1 10,425 tok
ferdinandobons/AWSBedrockAgentCoreSkill Authoritative, source-cited Claude Code plugin/skill that lets a coding agent autonomously 209 Claude Code 1 727 tok
malpern/VoxClaw malpern.github.io Give OpenClaw a voice — Let your agent speak from any Mac on your network 209 Claude Code, Codex, OpenCode 48 2,484 tok
spire-studio/cloakbot A privacy-first AI agent that sanitizes your prompts locally with a local LLM before forwa 209 Claude Code, Codex, OpenCode 2 770 tok
QuanhuZeYu/Qz-Miner Chain mining specifically adapted for Minecraft 1.7.10 GTNH. Its specialty is mining GregT 209 Codex, OpenCode 1 637 tok
alphavantage/alpha_vantage_mcp mcp.alphavantage.co Alpha Vantage MCP Server 209 Claude Code 1 1,101 tok
aplaceforallmystuff/mcp-arr MCP server for *arr media management suite 209 Claude Code, Codex, Gemini CLI, OpenCode 3 817 tok
Garudex-Labs/caracal caracal.run 🐾 Authority, not credentials, for AI agents: policy-approved actions, delegation that can 209 Claude Code, GitHub Copilot 19 4,434 tok
balukosuri/llm-wiki-karpathy 209 Claude Code 1 1,525 tok
asimons81/hermes-gpt hermes-gpt.tonysimons.dev ChatGPT with keys to your machine. What could go wrong? 209 Codex, OpenCode 1 930 tok
makenotion/notion-cookbook Hub for getting started with Notion, including documentation, customizable scripts, and qu 209 Codex, GitHub Copilot, OpenCode 2 1,630 tok
AgentSecOps/SecOpsAgentKit Security operations toolkit for AI coding agents. Give Claude Code 25+ skills to catch vul 209 Claude Code 1 1,812 tok
CorridorTech/PoseCap 209 Claude Code, Codex, OpenCode 34 3,905 tok
0cv/herdr-mobile-relay Approve and monitor Herdr agents remotely from your phone, a mobile web app for Android/iO 209 Codex, OpenCode 1 168 tok
junevm/splathash junevm.github.io 16 bytes fixed size image placeholder, an alternative to blurhash and thumbhash 209 Claude Code, Codex, GitHub Copilot 4 29 tok
mlzoo/mcp_forge A general-purpose development framework specifically designed for building enterprise-grad 208 Codex, OpenCode 1 420 tok
kenneth-liao/mcp-launchpad A lightweight CLI for efficiently discovering (search) and executing tools from multiple M 208 Claude Code 1 836 tok
agentlogs/agentlogs agentlogs.ai Collaboration in the age of agentic engineering 208 Claude Code, Codex, OpenCode 2 1,039 tok
AssemblyAI/assemblyai-python-sdk assemblyai.com AssemblyAI's Official Python SDK 208 Claude Code 1 6,327 tok
Enriquefft/openclaw-kapso-whatsapp Give your OpenClaw AI agent a WhatsApp number. Official Meta Cloud API via Kapso. No ban r 208 Claude Code 1 540 tok
VAMFI/claude-user-memory vamfi.org Autonomous agent substrate for Claude Code CLI. Research→Plan→Implement workflows with qu 208 Claude Code 15 2,429 tok
vasylenko/bear-notes-mcp bear-notes-mcp.vercel.app MCP Server for Bear note taking app available as Claude Desktop extension or standalone se 208 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,308 tok
chsami/Microbot themicrobot.com Modified Version of the Open source Runelite client 208 Claude Code, Codex, OpenCode 2 648 tok
rudybear/renderdoc-skill A Claude Code skill for GPU frame debugging with RenderDoc via rdc-cli 208 Claude Code 1 464 tok
davidliuk/graph-of-skills [EMNLP '26] Dependency-Aware Structural Retrieval for Massive Agent Skills 208 Claude Code 1 1,901 tok
ayutaz/piper-plus ayutaz.github.io Multilingual neural TTS (6 languages: JA/EN/ZH/ES/FR/PT, code supports SV) — C++, C#, Rust 208 Claude Code 29 14,767 tok
pproenca/dot-skills A collection of AI agent skills following the Agent Skills open format 208 Codex, OpenCode 1 695 tok
avivsinai/bitbucket-cli Bitbucket CLI with gh-like ergonomics 208 Claude Code, Codex, OpenCode 3 862 tok
maorcc/gimp-mcp GIMP MCP server 208 Claude Code 1 1,269 tok
WinstonJQ/embodied-interview-qa winstonjq.github.io A question bank of frequently asked embodied intelligence interview questions 208 Claude Code 2 6,984 tok
thiagodmont/keynobi keynobi.com Your Android companion debug buddy 207 Codex, OpenCode 1 1,174 tok
MichealWayne/fe-tools blog.michealwayne.cn Commonly used frontend development documentation and website URLs, style/JS utility librar 207 Codex, OpenCode 1 1,307 tok
xiaojiou176-open/codeflow xiaojiou176-open.github.io OpenVibeCoding is the command tower for AI engineering: plan, delegate, track, resume, and 207 Claude Code, Codex, OpenCode 2 12,368 tok
scarce/axel axel.build Peaceful task list meticulously crafted for Agents in war mode. 207 Claude Code 1
tarunlnmiit/autopilot-jobhunt pypi.org AI job agent: scans 130+ careers pages nightly, scores every role against your resume with 207 Claude Code 1 1,166 tok
nemori-ai/nemori A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with huma 207 Claude Code 2 39 tok
4xian/claude-codex-api ccapi - A management tool for quickly switching Claude Code and Codex configurations | A t 207 Claude Code 1 1,734 tok
Michael-OvO/obsidian-knowledge-agent Agent-driven pipeline that turns raw material (PDFs, slides, syllabi, papers, URLs) into s 207 Codex, OpenCode 1 1,417 tok
dariushoule/x64dbg-skills Claude Code plugin providing skills for x64dbg debugger automation 207 Claude Code 1 503 tok
mohitmishra786/low-level-dev-skills lowleveldevskills.com A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, 207 Codex, OpenCode 1 1,206 tok
sevensir888/codex-command-center A local desktop control center for organizing Codex projects, engineering tasks, sessions, 207 Codex, OpenCode 1 556 tok
RaananW/babylonjs-webpack-es6 Babylon.js basic scene with typescript, webpack, es6 modules, editorconfig, eslint, hot lo 206 Codex, GitHub Copilot, OpenCode 2 2,297 tok
chiimagnus/SyncNos chiimagnus.notion.site A web clipper, saving AI chats, web articles, and video transcripts into Notion, Obsidian, 206 Codex, OpenCode 1 1,902 tok
garagon/nanostack nanostack.sh A workflow harness that helps AI coding agents plan, review, test, and ship safer code. 206 Codex, Gemini CLI, OpenCode 2 1,018 tok
lostintangent/gistpad-mcp npmjs.com 📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts 206 GitHub Copilot 1 66 tok
andreszs/ComfyUI-OpenPose-Studio OpenPose Studio node for ComfyUI workflows. 206 Codex, OpenCode 1 792 tok
rayobyte-data/rayobrowse rayobyte.com Stealth Chromium browser for web scraping and AI agents. 206 Codex, OpenCode 1 1,011 tok
Conceptual-Machines/magda-core magda.land An open ecosystem for music production. 206 Claude Code, GitHub Copilot 19 3,400 tok
fw-ai/cookbook fireworks.ai Recipes and resources for training, building generative AI with Fireworks 206 Claude Code 1 359 tok