24,785 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 |
|---|---|---|---|---|
| jiadizhunine/deepPPT Lightweight agent framework for research PowerPoint generation, editable PPTX delivery, an | 29 | Codex, OpenCode | 1 | 1,300 tok |
| raintree-technology/docpull raintree.technology Local-first Python CLI and MCP server for versioned, cited context from web and document s | 29 | Codex, OpenCode | 1 | 159 tok |
| igmarin/rails-agent-skills 28 Rails-specific skills + 9 workflow templates for agentic development. | 29 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 236 tok |
| nirholas/ethereum-wallet-toolkit ethereum-wallet-toolkit.modelcontextprotocol.name Python toolkit for Ethereum wallets: CLI tools + Model Context Protocol (MCP) servers for | 29 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 791 tok |
| kaael1/mcp-power-automate Local Power Automate MCP server, browser extension, and installable Codex skill. | 29 | Codex, OpenCode | 1 | 496 tok |
| Rubiss-Projects/spec-kit-ralph A ralph extension for spec-kit | 29 | Codex, OpenCode | 1 | 49 tok |
| starmynd-org/infinite-brain-harness | 29 | Claude Code, Codex, OpenCode | 9 | 3,454 tok |
| tumf/conflux dev.to 🚀 Spec-driven parallel coding orchestrator for AI agents | Automates OpenSpec changes wit | 29 | Claude Code, Codex, OpenCode | 11 | 7,649 tok |
| Krv-Labs/topos docs.krv.ai Structural code quality metrics for agent-written programs. | 29 | Claude Code, Codex, OpenCode | 2 | 405 tok |
| IceWhaleTech/ZimaOS-Blue ZimaOS Blue - A Local-First Agent Runtime for Bold Builders. Out-of-the-Box, Open-Source, | 29 | Claude Code, Codex, OpenCode | 3 | 1,834 tok |
| marcosmarf27/tecjustica-sigilo Anonimizador desktop de PII para textos jurídicos brasileiros (Electron + Presidio + BERT | 29 | Claude Code, Codex, OpenCode | 2 | 20,149 tok |
| bensyverson/jobs An agent-first CLI-based hierarchical task manager backed by SQLite | 29 | Claude Code, Codex, OpenCode | 2 | 4,907 tok |
| Goldppx/RockDLL DLL injector for the world of Kingdom of Locke; compatible with ReShade | 29 | Codex, OpenCode | 1 | 1,116 tok |
| Lukie-81/RepoRelay lukie-81.github.io Secure MCP access to local repositories — without shell, Git, or arbitrary writes. | 29 | Codex, OpenCode | 1 | 384 tok |
| wavever/Clipth clipth.app An elegant and powerful clipboard manager designed specifically for macOS. A beautifully d | 29 | Codex, OpenCode | 1 | 2,683 tok |
| limsangjin12/app-templates App development monorepo template | 29 | Claude Code, Codex, OpenCode | 6 | 1,941 tok |
| flieber-inc/devcake DevCake — your Personal Software Factory | 29 | Codex, OpenCode | 1 | 4,061 tok |
| amit-nayar/android-adb-skill AI coding agent skills for Android device automation via ADB — screenshots, UI inspection, | 29 | Codex, GitHub Copilot, OpenCode | 2 | 406 tok |
| SVappsLAB/iRacingTelemetrySDK svappslab.com An iRacing SDK for C# .NET. Offers easy access to real-time telemetry data from iRacing f | 29 | Claude Code, Codex, OpenCode | 2 | 765 tok |
| syahiidkamil/vibe-ai-partner-entity An AI partner with true active memory. She keeps a diary in her own voice, digests her day | 29 | Claude Code, Codex, OpenCode | 42 | 2,485 tok |
| galyarderlabs/galyarder-framework galyarderlabs.github.io Skills, commands, and integrations for AI coding agents. | 29 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,380 tok |
| evylegzhanin/test-second-brain | 29 | Codex, OpenCode | 1 | 1,837 tok |
| NickZaitsev/ru-normalizr pypi.org ru-normalizr — the best Russian text normalizer without LLMs. Converts numbers, dates, tim | 29 | Codex, OpenCode | 1 | 1,649 tok |
| Kahtaf/OpenCandle opencandle.app AI-powered financial analysis agent: real-time market data, multi-analyst workflows, and p | 29 | Claude Code, Codex, OpenCode | 13 | 1,590 tok |
| cmyyx/cep end.canmoe.com Endfield Planner—a toolkit for Arknights: Endfield, supporting module planning, character | 29 | Claude Code, Codex, OpenCode | 2 | 4,556 tok |
| savethepolarbears/jules-mcp-server Production-ready Model Context Protocol (MCP) server for Google Jules API. Enables autonom | 29 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,176 tok |
| Lzh-xbccz/hermes-finance A multi-market financial analysis framework for AI Agents: MCP + Skills dual entry points, | 29 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,649 tok |
| zensation-ai/zenbrain zensation.ai Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, | 29 | Codex, OpenCode | 1 | 1,300 tok |
| navels/neal A plan-driven, multi-agent coding loop: separate planner, coder, and reviewer roles, each | 29 | Claude Code, Codex, OpenCode | 2 | 997 tok |
| twaldin/harness Unified Python interface for invoking AI coding-agent CLIs (claude-code, opencode, codex, | 29 | Claude Code, Codex, OpenCode | 2 | 2,120 tok |
| daidaiJ/websearch-mcpserver A lightweight self-hosted personal AI web search solution supporting baidu/tavily/exa APIs | 29 | Codex, OpenCode | 1 | 12,647 tok |
| brcampidelli/chimera-agent Open-source AI agent that reasons by blending many AI models, does real work on its own, a | 29 | Codex, OpenCode | 1 | 1,103 tok |
| timothywarner-org/az104-cert-buddy techtrainertim.com AI-powered AZ-104 certification study buddy built on GitHub Copilot agents. Generates exam | 29 | Claude Code, Codex, GitHub Copilot | 6 | 2,266 tok |
| koltyakov/browser-bridge 🤖 Browser Bridge for Agentic AI Development - browser extension, MCP, and skilled CLI | 29 | Codex, OpenCode | 1 | 4,303 tok |
| burin-labs/harn harnlang.com Harn is a programming language and runtime for building AI agents. | 29 | Claude Code, Codex, OpenCode | 13 | 4,497 tok |
| dennisadriaans/openrun getopenrun.dev Schedule Claude Code, Codex, Grok and Gemini like cron jobs — on your machine, with no API | 29 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 10,087 tok |
| daloyjs/daloy daloyjs.dev The first TypeScript REST API framework built for secure AI-assisted services. DaloyJS com | 29 | Codex, GitHub Copilot, OpenCode | 2 | 4,865 tok |
| seite-sh/seite seite.sh AI-native static site generator — MCP server, Claude Code integration, sub-second Rust bui | 29 | Claude Code, Codex, OpenCode | 3 | 8,855 tok |
| MiguelTVMS/tplink-omada-mcp hub.docker.com MCP server for TP-Link Omada Controller. Use your prefered AI agent to see all the informa | 29 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 4,435 tok |
| ArchSightLabs/archsight-aios Skills, workflows, and multi-agent toolkit for knowledge workers and AI R&D teams in the c | 29 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 757 tok |
| 3x-haust/Mimikyu A skill for faithfully implementing Figma designs | 29 | Claude Code, Codex, OpenCode | 3 | 7,964 tok |
| akopichin/afm A control plane for AI workflows that need to finish. | 29 | Claude Code, Codex, OpenCode | 3 | 2,121 tok |
| kostey/khms-memory Know-how management system - memory for agents | 29 | Claude Code, Codex, OpenCode | 1 | 4,492 tok |
| benchristian88/atlas-dns Atlas DNS Controller | 29 | Codex, OpenCode | 1 | 873 tok |
| chrisgliddon/bevy-skills Unofficial open source AI skills for Bevy, inspired by PixiJS Skills. These skills teach A | 29 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,078 tok |
| BBBEANNN/limbusZhCN Unofficial Android Chinese localization companion for Limbus Company, based on a VirtualAp | 29 | Codex, OpenCode | 1 | 5,340 tok |
| lootlog/monorepo lootlog.pl Repository for Margonem MMORPG game addon. | 29 | Claude Code, Codex, OpenCode | 22 | 4,188 tok |
| AnthonyAlcaraz/agentic-graph-rag-skills oreilly.com Companion repo for Agentic Graph RAG (O'Reilly, Anthony Alcaraz & Sam Julien) — 50 runnabl | 29 | Codex, OpenCode | 1 | 1,137 tok |
| Weixi779/WICompress ImageIO-based Swift image compression with hard byte limits, metadata stripping, JPEG/PNG/ | 29 | Claude Code, Codex, OpenCode | 2 | 1,341 tok |
| themoment-team/datagsm-server Gwangju Software Meister High School OpenAPI & OAuth platform | 29 | Claude Code, Codex, GitHub Copilot, OpenCode | 24 | 2,606 tok |