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 |
|---|---|---|---|---|
| TYH-labs/unsloth-buddy gaslamp.dev Zero-friction LLM fine-tuning skill for Claude Code, Gemini CLI & any ACP agent. Unsloth o | 283 | Codex, OpenCode | 1 | 1,134 tok |
| get-vix/vix getvix.dev Sleek, Fast and Token Efficient AI Coding Agent | 283 | Codex, OpenCode | 1 | 7,774 tok |
| akseolabs-seo/AK-Threads-booster AK體 · Data-driven Threads writing advisor. Uses your post history, algorithms, and social | 283 | Codex, OpenCode | 1 | 1,099 tok |
| byteseek/Mira Agent-native investment research workspace for evidence-tracked, refreshable investment th | 283 | Claude Code, Codex, OpenCode | 2 | 1,883 tok |
| huygiatrng/AlpacaTradingAgent arxiv.org AlpacaTradingAgent: Multi-Agents LLM Financial Trading Framework and perform trades on alp | 283 | Codex, OpenCode | 1 | 209 tok |
| channprj/kmsg channprj.github.io Unofficial KakaoTalk CLI and native MCP server for macOS — read, watch, and send messages | 283 | Claude Code, Codex, OpenCode | 2 | 582 tok |
| xnohat/webobsidian Web based Obsidian Notes App | 283 | Claude Code | 1 | 612 tok |
| OpenEVSE/openevse_esp32_firmware OpenEVSE v6 WiFi gateway using ESP32 | 283 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,298 tok |
| jfarcand/mirroir-mcp mirroir.dev Drive a real, stock iPhone (and any macOS app) from any MCP client via iPhone Mirroring — | 283 | Claude Code, Codex, OpenCode | 10 | 8,288 tok |
| Eigenwise/eigenwise-toolshed eigenwise.github.io Claude Code plugins for the work that keeps coming back: repo maps, conditional rules, tic | 283 | Claude Code | 2 | 615 tok |
| tfutils/tfscaffold | 282 | Codex, GitHub Copilot, OpenCode | 3 | 4,082 tok |
| pwno-io/pwno-mcp docs.pwno.io MCP for Pwn | 282 | Codex, OpenCode | 1 | 996 tok |
| Qiuner/ai-application-roadmap A bilingual map of AI engineering evolution, real-world AI usage patterns, and vibe coding | 282 | Claude Code, Codex, OpenCode | 2 | 847 tok |
| fpytloun/mnemory A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides i | 282 | Codex, OpenCode | 1 | 4,292 tok |
| claudekit/frontend-design-pro-demo claudekit.github.io Frontend Design Pro Demo - Showcasing 11 distinct design aesthetics | 282 | Claude Code | 1 | — |
| jumbocontext/cli jumbocontext.com Memory and Context Orchestration for Coding Agents | 282 | Codex, OpenCode | 1 | 38 tok |
| SAP/fundamental-styles sap.github.io SAP Design System component library for building SAP user interfaces with any web technolo | 282 | Claude Code | 5 | 3,162 tok |
| TheRealSimon42/simon42-dashboard-strategy Custom Lovelace Dashboard Strategy for Home Assistant — automatically generates dynamic da | 282 | Claude Code | 2 | 6,481 tok |
| jxnl/dots | 281 | Codex, OpenCode | 1 | 235 tok |
| meta-quest/Meta-Spatial-SDK-Samples The Meta Spatial SDK Samples is a collection of code samples and projects that demonstrate | 281 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf | 6 | 413 tok |
| oalanicolas/claude-design-premium Claude Design starter kit for premium design systems | 281 | Claude Code | 1 | 5,873 tok |
| vakovalskii/searcharvester Self-hosted search + markdown harvester for AI agents. SearXNG (100+ engines) + FastAPI + | 281 | Claude Code | 1 | 2,743 tok |
| lvgalvao/projeto-dados-ia-databricks | 281 | Claude Code | 1 | 3,917 tok |
| KorroAi/mue-x korrocorp.com The first self-evolving AI agent. Rewrites its own source code in real-time. 6 AST mutatio | 281 | Claude Code | 2 | 685 tok |
| maorcc/gimp-mcp GIMP MCP server | 281 | Claude Code | 1 | 1,269 tok |
| dotnetdreamer/open-android-dex Turn any android phone into Desktop class experience including full linux environment with | 281 | Claude Code | 6 | 29 tok |
| uisato/ableton-mcp-extended Ableton Live MCP (Model Context Protocol) server that allows control directly through AI a | 281 | Claude Code | 1 | — |
| snolab/CapsLockX snolab.github.io Manipulate your computer like a hacker! | 280 | Claude Code, Codex, OpenCode | 2 | 4,443 tok |
| arnaldo-delisio/claude-code-studio Transform Claude Code into a complete development studio with 40+ specialized AI agents, M | 280 | Claude Code, Codex, OpenCode | 2 | 1,675 tok |
| shangyankeji/super-dev superdev.goder.ai Engineering workflow layer for AI coding tools with specs, review, quality gates, and trac | 280 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 9 | 11,166 tok |
| antfu/ghfs GitHub issues/PRs as filesystem, for offline view and operations in batch. Designed for hu | 280 | Codex, OpenCode | 1 | 2,139 tok |
| SecurityClaw/SecurityClaw A modular, skill-based autonomous Security Operations Center (SOC) agent that monitors Ope | 280 | Claude Code | 1 | — |
| longyangxi/OpenOffice A visible workspace for AI agents to collaborate as a single team. | 280 | Claude Code | 1 | 582 tok |
| ferro-labs/ai-gateway docs.ferrolabs.ai Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guar | 280 | Claude Code, Codex, OpenCode | 2 | 22,001 tok |
| yennanliu/InvestSkill yennj12.js.org US stock analysis skills for LLMs (Claude code, Gemini ...) | #AI | 280 | Claude Code, GitHub Copilot, Gemini CLI | 3 | 12,371 tok |
| Google-Health-API/google-health-cli developers.google.com Google Health CLI — one command-line tool for the Google Health API. Includes AI agent ski | 279 | Codex, OpenCode | 1 | 570 tok |
| OpenDrone-hw/OpenESC-20x20 opendrone.be Open-source 4-in-1 AM32 ESC for FPV drones. 20x20 mm, 2-6S, one MCU per motor, CERN-OHL-S- | 279 | Codex, OpenCode | 1 | 2,974 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, | 279 | Codex, OpenCode | 1 | 1,206 tok |
| tombii/better-ccflare The ultimate CC proxy | 279 | Claude Code | 3 | 3,846 tok |
| s-stefanov/actual-mcp Model Context Protocol for Actual Budget API | 279 | Claude Code, Codex, OpenCode | 2 | 1,715 tok |
| GoogleContainerTools/config-sync Config Sync - used to sync Git, OCI and Helm charts to your clusters. | 279 | Codex, OpenCode | 1 | 738 tok |
| vidarh/writing-a-compiler-in-ruby hokstad.com Code from my series on writing a Ruby compiler in Ruby | 278 | Claude Code, Codex, OpenCode | 2 | 4,366 tok |
| intertwine/dspy-agent-skills Production-grade DSPy 3.2.x agent skills + validated end-to-end examples for Claude Code a | 278 | Claude Code, Codex, OpenCode | 2 | 1,892 tok |
| six-ddc/ccbot Telegram ↔ tmux bridge for Claude Code: 1 topic = 1 window = 1 session | 278 | Claude Code, Codex, OpenCode | 2 | 1,409 tok |
| ruizrica/agent-pi An extension suite that turns Pi into a multi-agent orchestration platform | 278 | Claude Code | 1 | 793 tok |
| microsoft/clarity-agent Distill intent. Surface failure modes. Keep the plan current. | 278 | Codex, OpenCode | 1 | 2,335 tok |
| tlehman/litprog-skill Literate programming skill for agent harnesses like Claude Code, OpenCode and Hermes Agent | 278 | Claude Code | 1 | 764 tok |
| SensorsIot/Embedded-AI-Harness AI Closed-Loop Programming for embedded systems — the AI writes, flashes, and tests firmwa | 278 | Claude Code | 17 | — |
| monotykamary/pi-fabric npmjs.com A programmable tool and agent runtime for Pi | 278 | Codex, OpenCode | 1 | 1,296 tok |
| AgentSystemLabs/nebula | 277 | Claude Code | 3 | — |