32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| oceanjustinlin/qimen qimendao.com AI-based Qimen Dunjia online chart generation, situation analysis, conclusion analysis, an | 27 | Claude Code, Codex, OpenCode | 9 | 76 tok |
| uetzel/AutoADHD | 27 | Claude Code, Codex, OpenCode | 4 | 5,454 tok |
| tasteray/skills api.tasteray.com TasteRay skills for psychological profiling through natural conversation | 27 | Claude Code | 1 | 1,259 tok |
| Italian-Builders-Org/magistra Open-source Italian legal platform | 27 | Claude Code, Codex, OpenCode | 3 | 1,925 tok |
| jinyh/nsfc-review A simulated peer-review self-check tool specifically designed for National Natural Science | 27 | Claude Code | 1 | — |
| axot/OpenSuperMLX macOS app for real-time audio transcription powered by MLX on Apple Silicon | 27 | Claude Code, Codex, OpenCode | 2 | 7,198 tok |
| ModelContextProtocol-Security/mcpserver-audit mcpserver-audit: Helps you check if MCP servers are safe before using them. Examines serve | 27 | Claude Code | 1 | 1,502 tok |
| roypadina/LanGuard apps.roypadina.synology.me Free macOS menu-bar app: Wi-Fi off when you plug in Ethernet, back on when you unplug. Wak | 27 | Claude Code | 1 | 2,983 tok |
| ShulkwiSEC/bb-huge bb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple ag | 27 | Claude Code | 1 | 1,676 tok |
| mareurs/codescout mareurs.github.io High-performance coding agent toolkit MCP server — IDE-grade code intelligence for LLMs | 27 | Claude Code | 1 | 3,083 tok |
| stevengonsalvez/agents-in-a-box stevengonsalvez.github.io context engineering for agentic coding | 27 | Claude Code, Codex, OpenCode | 6 | 729 tok |
| awaithumans/awaithumans-human-in-the-loop-ai-agents awaithumans.dev Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop | 27 | Claude Code | 1 | 4,501 tok |
| ctxpipe-ai/ctxpipe ctxpipe.ai Git-backed context for coding agents. Your code, tickets, docs and incidents become Markdo | 27 | Claude Code, Codex, OpenCode | 67 | 6,265 tok |
| salesforce-ux/design-system-2-starter-kit salesforce-ux.github.io | 27 | Claude Code, Codex, OpenCode | 4 | 1,523 tok |
| atorber/qmt-trading-skill atorber.github.io Combines a lightweight **QMT Bridge** API service (wrapping [xtquant](https://dict.thinktr | 27 | Claude Code | 1 | 190 tok |
| birgitta410/sensors-cli | 27 | Claude Code, Codex, OpenCode | 8 | 142 tok |
| rsp2k/mcp-vultr A comprehensive Model Context Protocol (MCP) server for managing Vultr services through na | 27 | Claude Code | 1 | 2,163 tok |
| krzysztofsurdy/code-virtuoso Skills, sub-agents, and playbooks for Claude Code, Cursor, and any Agent Skills-compatible | 27 | Claude Code, Codex, OpenCode | 2 | 5,711 tok |
| eunsanMountain/atlassian-skills pypi.org Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in altern | 27 | Claude Code, Codex, OpenCode | 2 | 2,007 tok |
| Varalix-Digitech-Solutions/clone-team claude.com 🧬 Clone any website with a team of AI agents — pixel-perfect UI clone + reverse-engineere | 27 | Claude Code | 1 | 2,979 tok |
| kombohq/company-brain Template for creating a long-term sync hub that checks your company's data sources into Gi | 27 | Claude Code, Codex, OpenCode | 2 | 386 tok |
| b1rdmania/claude-brand-skills Claude Code skills for brand development, image generation, and frontend design — built ar | 27 | Claude Code | 1 | 1,514 tok |
| mtbun/storeshots-mcp npmjs.com Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefi | 27 | Claude Code, Codex, OpenCode | 2 | 1,916 tok |
| mcpmux/mcp-mux mcpmux.com Configure MCP servers once, connect every AI client through a single local gateway | 27 | Claude Code, Codex, OpenCode | 2 | 4,434 tok |
| redhat-ai-americas/memory-hub MemoryHub: Kubernetes-native agent memory component for OpenShift AI | 27 | Claude Code | 20 | 3,860 tok |
| nokkies/ModbusForge ModbusForge — .NET 8 Avalonia Modbus TCP/RTU/ASCII client/server with simulation, trending | 27 | Claude Code, Codex, OpenCode | 2 | 1,115 tok |
| joanseg/specmanager specmanager.org Spec-driven development plugin for Claude Code. SpecManager gives you an agile AI team tha | 27 | Claude Code | 1 | 6,723 tok |
| JeremyDong22/taobao_mcp MCP server for Taobao/Tmall product scraping integration with Claude | 27 | Claude Code | 1 | 473 tok |
| worlyung/exegete Hallucination-resistant Bible exegesis for Claude — Greek, Hebrew, English & Korean. 4-sta | 27 | Claude Code, Codex, OpenCode | 2 | 7,411 tok |
| devfullcycle/mba-ia-greenfield-project | 27 | Claude Code | 32 | 1,208 tok |
| AI-Riksarkivet/ra-mcp ai-riksarkivet.github.io MCPs for Riksarkivet open APIs. This covers both agents and mcps | 27 | Claude Code | 8 | 10,340 tok |
| thijs-hakkenberg/archimate-mcp An MCP Server for Archimate | 27 | Claude Code | 1 | 1,411 tok |
| coyaSONG/youtube-mcp-server smithery.ai Citation-ready YouTube research for AI agents — transcript search, exact timestamp links, | 27 | Claude Code, Codex, OpenCode | 2 | 1,611 tok |
| eigent-ai/agent-skills eigent.ai Open-Source Cowork Agent Skills Collection | High Quality for Exceptional Productivity | 27 | Claude Code, Codex, OpenCode | 2 | 3,587 tok |
| davisjam/model-based-agentic-software-engineering davisjam.github.io Book, website, and skills for MAGE: the Model-Based Agentic Software Engineering framework | 27 | Claude Code, Codex, OpenCode | 2 | 29,298 tok |
| cq27-dev/rag-rat rag-rat.cq27.dev Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impa | 27 | Claude Code, Codex, OpenCode | 7 | 3,033 tok |
| daften/fireflyiii-mcp daften.github.io Connect any MCP client to Firefly III — 140 tools via stdio (PAT) or HTTP (OAuth | 27 | Claude Code, Codex, OpenCode | 3 | 14,223 tok |
| jschuller/mcp-server-servicenow pypi.org ServiceNow MCP server for Claude Code, GitHub Copilot, Codex and any MCP client: Table API | 27 | Claude Code, GitHub Copilot | 2 | 619 tok |
| VonTerraProject501c3/slushpile An adversarial job search that gets better as it goes: pool-anchored fit scoring, a resume | 27 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 14,227 tok |
| jasonjgardner/blockbench-mcp-project Example project using the Blockbench MCP plugin | 27 | Claude Code, Codex, GitHub Copilot, OpenCode | 17 | 1,286 tok |
| byadsco/meta-ads-mcp MCP server for Meta Ads (Facebook/Instagram) - agency multi-account, cloud-ready | 27 | Claude Code, Codex, OpenCode | 3 | 5,912 tok |
| liustack/pptwise pptwise.com A real PowerPoint, not a picture or HTML. Tell your AI what to cover and pptwise builds an | 27 | Claude Code, Codex, OpenCode | 2 | 1,578 tok |
| bgrenat/godot-game-dev-studio powehi.eu Portable Godot 4.7+ game-development skills for Codex, Claude Code, Cursor, and VS Code: G | 27 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 961 tok |
| pengqianhan/codex-paper-figure-skill | 27 | Claude Code, Codex | 2 | — |
| kavigupta/urbanstats urbanstats.org A website for viewing statistics of various areas in the United States. | 27 | Claude Code | 3 | 584 tok |
| dyeoman2/tanstack-start-template tanstack-start-convex.netlify.app TanStack Start template with Convex real-time DB, BetterAuth, Tailwind, ShadcnUI, AI playg | 27 | Claude Code, Codex, OpenCode | 2 | 2,689 tok |
| corv89/shannot corv89.github.io Human-in-the-loop execution for LLM agents | 27 | Claude Code | 7 | 950 tok |
| tonkeeper/ios | 27 | Claude Code, Codex, OpenCode | 2 | 4,448 tok |
| surrealdb/surrealfs Virtual file system for AI agents built on SurrealDB | 27 | Claude Code, Codex, OpenCode | 8 | 7,724 tok |
| QuantClimate/Impulso impulso.quantclimate.com Bayesian VAR and SVAR models in Python. | 27 | Claude Code, Codex, OpenCode | 6 | 2,668 tok |