44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960
All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| aeroxy/chrome-devtools-cli chrome-devtools.gitlawb.app A high-performance, developer and agent friendly CLI for interacting with Chrome via the D | 255 | Codex, OpenCode | 1 | 2,216 tok |
| AfterShip/clickhouse-sql-parser Go library and CLI that parses ClickHouse-dialect SQL into a typed AST. Supports lexing, p | 255 | Claude Code, Codex, OpenCode | 2 | 1,183 tok |
| EmpiricaAI/empirica getempirica.com Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, | 255 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 3 | 6,899 tok |
| masc-ucsc/livehd Live Hardware Development (LiveHD), a productive infrastructure for Synthesis and Simulati | 255 | Claude Code, Codex, OpenCode | 4 | 6,151 tok |
| lcpu-club/wmhpc-training-camp-x-lcpu-ai-infra-seminars infra.seminars.lcpu.dev A repository for the summer AI Infra series of events co-hosted by the Peking University W | 255 | Claude Code, Codex, OpenCode | 2 | 518 tok |
| OpenDCAI/DataFlow-WebUI An NL2Pipeline Harness for building AI-ready data workflows. | 255 | Claude Code | 1 | 556 tok |
| ucsandman/marketing-studio Create product launch assets with Remotion, then review and distribute them through guarde | 255 | Claude Code | 1 | 1,397 tok |
| netboxlabs/netbox-mcp-server netboxlabs.com Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs | 255 | Claude Code | 2 | 3,300 tok |
| microsoft/Dataverse-skills Microsoft Dataverse skills for AI coding agents. Wraps the Dataverse MCP server, Dataverse | 255 | Claude Code | 1 | 2,951 tok |
| Conceptual-Machines/magda-core magda.land An open ecosystem for music production. | 255 | Claude Code, GitHub Copilot | 24 | 3,510 tok |
| ArtyMcLabin/Gmail-MCP-Server A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto au | 255 | Claude Code | 2 | 77 tok |
| pyth-network/pyth-crosschain pyth.network Crosschain Pyth programs and utilities | 255 | Claude Code, Codex, OpenCode | 2 | 383 tok |
| jidouqie/redbeacon bytestaff.jiomig.com RedBeacon | Open-source Skill and installation entry point: connects to local clients to a | 254 | Claude Code, Codex, OpenCode | 13 | 1,311 tok |
| andrefigueira/.context A Git-native, AI-optimized documentation system that turns your repo into a living knowled | 254 | Claude Code, Codex, OpenCode | 8 | 1,429 tok |
| smthdagg/wificalling-location-gateway Fail-open OpenWrt WLOC location gateway PoC with auditable multi-agent development workflo | 254 | Codex, OpenCode | 1 | 2,270 tok |
| yashdev9274/supercli supercodeai.tech The open source harness agent | 254 | Codex, OpenCode | 1 | 1,750 tok |
| thisnick/agent-wechat thisnick.github.io A native, open-source WeChat client for desktop, CLI, and AI agents. | 254 | Claude Code, Codex, OpenCode | 2 | 2,615 tok |
| danyuchn/pii-guard Traditional Chinese (Taiwan) personal data de-identification tool that allows business doc | 254 | Claude Code, Codex, OpenCode | 3 | 1,729 tok |
| 2SSK/dot-files i3/sway dotfiles | 254 | Claude Code, Codex | 77 | — |
| jackfranklin/dotfiles My dotfiles for my dev environment, compromising of tmux, vim, zsh and git. | 253 | Claude Code, Codex, OpenCode | 2 | 2,670 tok |
| nailuoGG/anki-mcp-server MCP server for Anki via AnkiConnect | 253 | Claude Code | 1 | 673 tok |
| ed3dai/ed3d-plugins ed3d.net Ed's repo of Claude Code plugins, centered around a research-plan-implement workflow. Only | 253 | Claude Code | 1 | 317 tok |
| Divkix/Alita_Robot alita-docs.divkix.me 🤖 Alita is a Telegram Group management bot made using Gotgbot and Go, which makes it mode | 253 | Codex, OpenCode | 1 | 2,961 tok |
| omnirexflora-labs/omnicoreagent docs-omnicoreagent.omnirexfloralabs.com An agent runtime for Python. Give your agent real work. Keep control: every action checked | 253 | Codex, OpenCode | 1 | 1,120 tok |
| careerhackeralex/visualize Turn any idea into a beautiful HTML visualization — with one prompt. A Claude Code skill. | 253 | Claude Code | 1 | 1,155 tok |
| NVIDIA/nvcf docs.nvidia.com Platform for deploying and routing GPU-accelerated inference, streaming, and batch workloa | 253 | Claude Code, Codex, OpenCode | 2 | 5,530 tok |
| DictionLabs/Diction diction.one Open Source self-hosted alternative to WisprFlow - iOS voice AI keyboard | 253 | Codex, OpenCode | 1 | 4,671 tok |
| arc-mcp/arc-1 docs.arc-1-mcp.com | 253 | Claude Code, Codex, OpenCode | 12 | 15,865 tok |
| habit-hooks/habit-hooks habit-hooks.com Automated quality checks that nudge AI coding agents toward better habits | 253 | Codex, OpenCode | 1 | 1,277 tok |
| KyaniteLabs/kinocut kinocut.dev Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools | 253 | GitHub Copilot, Cursor, Windsurf | 3 | 180 tok |
| petrkindlmann/qa-skills qa-skills.com 50 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Stan | 253 | Claude Code, Codex, OpenCode | 2 | 3,558 tok |
| murray17/rovai-ai rovai.dev Desktop and web workspace for lasting teams of coding agents, with shared conversations, t | 253 | Codex, OpenCode | 1 | 622 tok |
| hueyexe/opencode-ensemble Agent teams for OpenCode. Run multiple agents in parallel with messaging, shared tasks, an | 253 | Codex, OpenCode | 1 | 4,885 tok |
| assafelovic/skyll skyll.app A tool for autonomous agents like OpenClaw to discover and learn skills autonomously | 252 | Claude Code, Codex | 1 | — |
| SCStelz/security-investigator Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python | 252 | Claude Code, Codex, GitHub Copilot | 29 | 22,159 tok |
| callstackincubator/agent-react-devtools Gives AI agents access to React DevTools ⚛️🤖 | 252 | Codex, OpenCode | 1 | 148 tok |
| Khalidabdi1/design-ai | 252 | Codex, OpenCode | 1 | 337 tok |
| coollabsio/maxio MaxIO, a better MinIO | 252 | Claude Code, Codex, OpenCode | 2 | 5,965 tok |
| Dicklesworthstone/frankensqlite Independent ground-up Rust reimplementation of SQLite with page-level MVCC concurrent writ | 252 | Codex, OpenCode | 1 | 12,176 tok |
| Binomica-Labs/SpliceCraft Terminal-based plasmid map viewer, sequence editor, and cloning/mutagenesis workbench in p | 252 | Claude Code | 1 | 13,856 tok |
| vikasprogrammer/walkie walkie.sh P2P communication for AI agents. No server. No setup. Just talk. | 251 | Claude Code | 1 | 3,736 tok |
| contextgeneric/cgp contextgeneric.dev Context-Generic Programming: modular programming paradigm for Rust | 251 | Codex, OpenCode | 1 | 6,072 tok |
| knowns-dev/knowns knowns.sh The memory layer for AI-native development - giving AI persistent understanding of your so | 251 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,445 tok |
| eriktaveras/django-saas-boilerplate djangoblaze.com A modern, production-ready Django boilerplate for building SaaS applications with HTMX, Ta | 251 | Claude Code, Codex, OpenCode | 2 | 1,705 tok |
| basecamp/fizzy-cli fizzy.do Fizzy CLI and Agent Skills | 251 | Codex, OpenCode | 1 | 1,589 tok |
| neilberkman/clippy Unified clipboard tool for macOS that intelligently handles both text and file copying | 251 | Claude Code | 1 | 2,208 tok |
| treylom/knowledge-manager Knowledge Manager Agent for Claude Code - Extract and organize content from web, PDF, soci | 251 | Claude Code, Codex, OpenCode | 2 | 3,887 tok |
| QuantumPhysique/trale quantumphysique.de trale – a simple body weight diary app respecting your privacy | 251 | Claude Code, Codex, OpenCode | 7 | 2,438 tok |
| mylukin/agent-foreman Stop AI agents from half-building features. Ship complete code in one session. | 250 | Claude Code | 1 | 805 tok |
| openshift/oc openshift.org The OpenShift Command Line, part of OKD | 250 | Claude Code, Codex, OpenCode | 8 | 1,622 tok |