3,523 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704
All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to | 24 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 861 tok |
| nirholas/x402-deploy nirholas.github.io Turn any API or MCP server into a paid service with x402 | 24 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 652 tok |
| fredrikc3-sketch/VibeConfigStarterKit Starter kit for VibeConfig | 24 | GitHub Copilot | 1 | 2,151 tok |
| huanyingtianhe/agents-chat wljytt.japaneast.cloudapp.azure.com An open-source AI agent platform for orchestrating, and collaborating with multiple AI age | 24 | Claude Code, Codex, GitHub Copilot | 5 | 1,522 tok |
| jyjeanne/crustly A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,137 tok |
| r5rana/agentware Framework that makes your LLM self-aware, loops with self-learning and persistent memory t | 24 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 34 | 4,731 tok |
| gvkhosla/pi-tinker Fine-tune open-source models with Tinker from inside Pi — managed improve loops, data prep | 24 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,540 tok |
| raphaelmansuy/adk-code adk-code 🚀 AI coding assistant for your terminal. Powered by Google's ADK framework with | 24 | GitHub Copilot | 1 | 1,186 tok |
| hoangsonww/WealthWise-Finance-Tracker wealthwisefinancial.vercel.app A full-stack personal finance manager powered by Agentic AI, MCP, Next.js, Express, MongoD | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 18 | 8,369 tok |
| microsoft/Agent365-nodejs | 24 | Claude Code, GitHub Copilot | 10 | 3,820 tok |
| x402agent/solana-clawd solanaclawd.com AI will not become truly useful at global scale until actions become verifiable. Clawd tur | 24 | Claude Code, GitHub Copilot | 2 | 49 tok |
| SnapdragonPartners/maestro The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app devel | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,816 tok |
| kevinevans1/genai_wiki demo repo for generating documentation using Gen AI. | 24 | GitHub Copilot | 1 | 405 tok |
| axsaucedo/agent_data_duckdb | 24 | Claude Code, GitHub Copilot | 2 | 1,382 tok |
| bitovi/cascade-mcp cascade.bitovi.com MCP tools that help software teams. Integrates Figma and Jira. | 24 | Claude Code, Codex, GitHub Copilot | 12 | 3,769 tok |
| frostyard/snosi A bootable container image build system using mkosi for creating Debian-based bootable con | 24 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 13 | 24,274 tok |
| celesnity/Embinder celesnity.com Embinder makes the agent a resident of the app. Turn every traditional platform to AI-nati | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,247 tok |
| Orinks/AccessiWeather orinks.net A free desktop weather app. For the casual check-in or the deep dive. | 24 | Claude Code, Codex, GitHub Copilot, Kiro, OpenCode | 69 | 7,583 tok |
| HypoxanthineOvO/Hypo-Workflow Serialized prompt execution engine for AI agents — TDD pipeline, self-review, interrupt re | 24 | Claude Code, GitHub Copilot, Cursor, OpenCode | 57 | 721 tok |
| decode-orc/decode-orc decode-orc.github.io The -decode orchestration and processing engine | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 7,016 tok |
| lucascherzer/iron iron - P2P mesh network based on iroh | 24 | Codex, GitHub Copilot, OpenCode | 2 | 1,153 tok |
| oculus-samples/Unity-MetaXRInteractionSDK-AvatarSample This repository provides a comprehensive sample project showcasing the integration of Meta | 24 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 1,027 tok |
| vtex-apps/search-result VTEX Search Result app | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,920 tok |
| Thepizzapie/BuildersGate Agentic game development for building games with AI Agents. Run one session per seat: art, | 24 | Claude Code, GitHub Copilot | 2 | 2,878 tok |
| Dkm0315/frappe-agent hol.org Frappe, ERPNext, and Frappe ecosystem agent plugin for Codex, Claude Code, Cursor, Copilot | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,181 tok |
| Intersect-Collaborations-LLC/research-workflow-assistant Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAl | 24 | Claude Code, GitHub Copilot | 13 | 7,170 tok |
| WYRE-AI/ninjaone-mcp conduit.wyre.ai MCP server for NinjaOne — device monitoring, patching, scripting, and alert management too | 24 | GitHub Copilot | 1 | 857 tok |
| kinncj/MAPLE A comprehensive template for building applications with AI-powered development agents Thi | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 5,747 tok |
| pratikxpanda/agentskills-sdk A Python SDK for discovering, retrieving, and serving Agent Skills to LLM agents - with pr | 24 | GitHub Copilot | 1 | 2,125 tok |
| rezaho/MARSYS marsys.ai Multi-Agent Reasoning Systems | 24 | GitHub Copilot | 2 | 4,189 tok |
| sinanata/unreal-umg-design-system A drop-in design system for Unreal Engine UMG: design tokens, themed C++ widgets, 120 vect | 24 | Codex, GitHub Copilot, OpenCode | 2 | 3,632 tok |
| AyobamiH/openclaw-operator ayobamih.github.io Self-hosted AI operations control plane built on OpenClaw. | 24 | Codex, GitHub Copilot, OpenCode | 2 | 2,256 tok |
| ar27111994/penpot-mcp skills.sh AI-agent skill for creating, auditing, and maintaining Penpot design systems, prototypes, | 24 | GitHub Copilot | 1 | 964 tok |
| sandraschi/freecad-mcp FreeCAD 3D CAD automation via FastMCP — headless document/export plus FluidX3D/OpenFOAM CF | 24 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 1,715 tok |
| atopile/cell-sim | 24 | Claude Code, GitHub Copilot | 2 | 10,286 tok |
| chef/win32-process A Ruby library that adds or redefines several methods for the Process module | 24 | GitHub Copilot | 1 | 4,192 tok |
| Insight-Services-APAC/ingenious blog.insight-services-apac.dev General-purpose Gen AI Accelerator developed for Insight APAC projects | 24 | Claude Code, Codex, GitHub Copilot, OpenCode | 41 | 3,172 tok |
| kston83/react-ai-template AI-Ready React Template: A feature-based React architecture optimized for AI-assisted deve | 23 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 940 tok |
| capiscio/a2a-demos capisc.io Demo agents showcasing CapiscIO Agent Guard and MCP Guard — trust badges, identity verific | 23 | GitHub Copilot | 1 | 901 tok |
| wangjianjq/Skill Auto agents | 23 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 45 | 8,297 tok |
| knaisoma/data-olympus Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and | 23 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,724 tok |
| Cognipeer/console cognipeer.github.io Open-source, self-hosted AI gateway for multi-tenant orgs: OpenAI-compatible LLM routing, | 23 | Codex, GitHub Copilot, OpenCode | 2 | 7,308 tok |
| HE1780/deer-flow-by-cc | 23 | Claude Code, Codex, GitHub Copilot | 2 | 1,713 tok |
| letsdev-it/sessfind CLI tool to search and resume AI sessions across Github Copilot, Claude Code, OpenCode, Co | 23 | Codex, GitHub Copilot, OpenCode | 2 | 847 tok |
| sahajamit/VidSnatch YouTube toolkit for humans and AI agents — CLI, web UI, and MCP server. Search, download, | 23 | Claude Code, GitHub Copilot | 2 | 3,950 tok |
| JaxonJP/beamer-skill A Claude Code skill for creating, compiling, reviewing, and polishing academic Beamer LaTe | 23 | GitHub Copilot | 1 | 1,539 tok |
| amit-nayar/android-adb-skill AI coding agent skills for Android device automation via ADB — screenshots, UI inspection, | 23 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 560 tok |
| lihenair/techtranslate Technical article translation | 23 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 369 tok |
| Contrast-Security-OSS/mcp-contrast MCP Server for Contrast Security | 23 | Claude Code, Codex, GitHub Copilot, OpenCode | 15 | 8,934 tok |
| Ogro-Projukti/codegenome codegenome.pages.dev Turn your codebase into a living knowledge graph. An MCP server using tree-sitter to strea | 23 | Codex, GitHub Copilot, OpenCode | 2 | 1,072 tok |