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 |
|---|---|---|---|---|
| mahatab/synode-council-of-ai-agents Synode — A macOS & Windows desktop app where multiple AI models discuss questions as a cou | 60 | Claude Code | 1 | 814 tok |
| arcaputo3/mcp-server-whisper An MCP Server for audio transcription using OpenAI | 60 | Claude Code | 1 | 432 tok |
| xieyuschen/gopls-mcp gopls-mcp.org MCP server for golang projects development: Expand AI Code Agent ability boundary to have | 60 | Claude Code | 1 | 9 tok |
| ondata/ckan-mcp-server ondata.github.io MCP server for querying CKAN open data portals (package search, DataStore SQL, organizatio | 60 | Claude Code, Codex, OpenCode | 10 | 7,695 tok |
| Consiliency/Code-Index-MCP Code indexing MCP server to provide context to coding agents. | 60 | Claude Code, Codex, OpenCode | 15 | 5,331 tok |
| xlx777/ccg-scholar A multi-model collaborative research workflow system for Claude, Codex, and Gemini | 60 | Claude Code | 1 | 384 tok |
| xindoo/ai-novel-lab github.xindoo.xyz AI novel generation laboratory | 60 | Codex, OpenCode | 1 | 2,326 tok |
| N0819/Sonder_Engine An engine for creating coherent fiction with LLMs through a persistent worldstate with det | 60 | Claude Code | 2 | 7,395 tok |
| shmlkv/dna-claude-analysis claude-dna-example.vercel.app Run scripts, explore your genome, and get personalized explanations — all in natural dialo | 60 | Claude Code | 1 | 506 tok |
| PromptExecution/just-mcp mcp server for just | 60 | Claude Code, Codex, OpenCode | 2 | 1,019 tok |
| SaigonXIII/evc The open-source marketing agent workspace for Claude Code. 42 commands, 12 hooks, 4 indust | 60 | Codex, OpenCode | 1 | 250 tok |
| netil/oh-my-hi 👋 Claude Code & Codex harness insights dashboard — visual catalog and token analytics for | 60 | Claude Code | 1 | 1,985 tok |
| cai-layer/cai getcai.app Press ⌥C on anything. Transform with AI, scripts, and shortcuts on any selection. 100% loc | 60 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,492 tok |
| rapidly-labs/rapidly-sdk rapidly.io Realtime audio separation running fully on-device across iOS, macOS, Android, Linux and Wi | 60 | Codex, OpenCode | 1 | 1,876 tok |
| znlgis/my-opencode-deepseek-config znlgis.github.io My OpenCode × DeepSeek Config | 60 | Codex, OpenCode | 1 | 141 tok |
| hztBUAA/all-in-obs | 60 | Codex, OpenCode | 1 | 745 tok |
| Rphone/zotero-tab-enhance Tab Enhance is a Zotero plugin that adds more convenient features to Zotero tabs. | 60 | Codex, OpenCode | 1 | 3,967 tok |
| flankerhqd/cyvisguard Security control plane for AI agents — identity and delegation, capability policy, data-fl | 60 | Claude Code, Codex, OpenCode | 2 | 2,198 tok |
| Othmane-Khadri/gtm-engineer-playbook gtm-engineer-playbook.vercel.app 10 installable Claude Code skills that turn your terminal into a GTM command center. ICP b | 60 | Claude Code | 10 | — |
| ZengLiangYi/ChatCrystal zengliangyi.github.io Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill note | 60 | Codex, OpenCode | 1 | 3,013 tok |
| Top3d-ai/world-builder Get a full interactive 3D scene assembled in Blender | 60 | Claude Code, Codex, OpenCode | 9 | 6,335 tok |
| connorads/remobi remobi.app 📱 Your terminal. Everywhere. | 60 | Claude Code, Codex, OpenCode | 3 | 2,323 tok |
| runpod/docs docs.runpod.io Documentation site for Runpod, a cloud platform specialized for AI/ML workflows. | 60 | Claude Code | 2 | 385 tok |
| spboyer/sensei spboyer.github.io Skill for iteratively improving SKILL.md frontmatter compliance using the Ralph loop patte | 60 | Codex, GitHub Copilot, OpenCode | 2 | 2,518 tok |
| magpie-lang/magpie | 60 | Codex, OpenCode | 1 | 1,442 tok |
| acartine/foolery thecartine.substack.com Agent orchestration Web-UI | 60 | Claude Code, Codex, OpenCode | 9 | 3,420 tok |
| bbartling/niagara4-vibe-code-addict Niagara 4 optimization blocks mostly made by ChatGPT and tested out by Ben. | 60 | Codex, OpenCode | 1 | 464 tok |
| IvanMurzak/Unity-AI-ParticleSystem ai-game.dev MCP Tools for Unity Particle System — create and edit particle effects with AI. | 60 | Codex, OpenCode | 1 | 1,012 tok |
| nl8590687/lemonclaw LemonClaw, an open-source, universal AI digital employee agent | 60 | Claude Code, Codex, OpenCode | 2 | 401 tok |
| prime-radiant-inc/gauntlet AI-powered QA testing framework that uses LLMs (Claude or GPT) to test web apps, CLI tools | 60 | Claude Code | 1 | — |
| kkkano/FinSight Multi-agent conversational financial research platform. Provides specialized agents for pr | 60 | Codex, OpenCode | 1 | 3,255 tok |
| takechanman1228/claude-persona Claude Code skill for AI persona panels, virtual customer research, and concept testing. | 60 | Claude Code | 1 | 2,159 tok |
| qodo-ai/qodo-skills | 60 | Codex, OpenCode | 1 | 378 tok |
| Dicklesworthstone/frankenmermaid frankenmermaid.pages.dev Next-gen Rust diagram engine: 32 Mermaid-compatible diagram types, 18 layout algorithms pl | 60 | Codex, OpenCode | 1 | 10,072 tok |
| oksure/openalex-research-mcp MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track r | 60 | Claude Code | 1 | 2,844 tok |
| tradermonty/finviz-mcp-server MCP server providing stock screening, fundamental analysis, news, and SEC filing tools pow | 60 | Claude Code | 1 | 1,652 tok |
| csml-rpi/AI-CFD-Scientist | 60 | Claude Code, Codex, OpenCode | 2 | 4,463 tok |
| ByamB4/find-cve-agent CVE hunting harness for Claude Code - 20 skills, 5-agent team, systematic vulnerability re | 60 | Claude Code | 1 | 3,971 tok |
| devifyllc/stitchfy devifyllc.com AI-assisted solution-engineering framework that turns business and technical requirements | 60 | Claude Code | 2 | 1,335 tok |
| longhang2004/vietnamese-humanizer vietnamese-humanizer-g1o9.vercel.app Agent Skills and lightweight tools for clearer, more natural Vietnamese writing, translati | 60 | Codex, OpenCode | 1 | 278 tok |
| xg-gh-25/SwarmAI One brain, many hands: a self-evolving Agent OS. Domain knowledge (Brains) drives the work | 60 | Claude Code, Codex, Kiro, OpenCode | 11 | 25,810 tok |
| zhanglongxiao111/indesign-cli Agent-native CLI for Adobe InDesign automation — 150 tools, HTML ↔ InDesign conversion, an | 60 | Claude Code, Codex, OpenCode | 18 | 6,211 tok |
| thierryc/Glyphs-mcp thierryc.github.io Glyphs app mcp server | 60 | Claude Code | 1 | 957 tok |
| camthink-ai/NeoMind NeoMind is a Rust-based edge AI platform that enables autonomous device management and aut | 60 | Claude Code, Codex, OpenCode | 2 | 9,766 tok |
| yoichiojima-2/consultant 50+ consulting frameworks used by McKinsey, BCG, Bain, and Accenture — packaged as a Claud | 60 | Claude Code | 1 | 430 tok |
| sema-lisp/sema sema-lang.com A Lisp with first-class LLM primitives, implemented in Rust | 60 | Claude Code, Codex, OpenCode | 8 | 7,706 tok |
| FerroxLabs/tvcontrol TVControl by Ferrox Labs — TradingView MCP System. AI remote control for TradingView Deskt | 60 | Claude Code, Codex, OpenCode | 2 | 5,632 tok |
| MrPunyapal/laravel-auditor mrpunyapal.github.io Evidence-based audit methodology and read-only Laravel context tools for existing AI codin | 60 | Claude Code, Codex, OpenCode | 7 | 698 tok |
| scarletkc/Perenna pypi.org A lightweight, Git-backed permanent memory for AI agents. | 60 | Codex, OpenCode | 1 | 1,347 tok |
| norahe0304-art/30x-mckinsey-research-deck norahe0304-art.github.io McKinsey-grade market research decks for Claude Code — adversarially verified numbers, 15 | 60 | Claude Code | 1 | 275 tok |