43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710
All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| SwapnilSoni1999/amul-notify amul.10xdev.me 🍫 Fastest and most reliable Amul stock checker. | 177 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 5,346 tok |
| meta-quest/webxr-first-steps meta-quest.github.io Your first steps into immersive web development with WebXR. | 177 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 5 | 1,494 tok |
| vmDeshpande/ai-agent-automation Modular AI agent workflow automation platform with schedulers, tools, and observability. h | 177 | Claude Code, Codex, OpenCode | 7 | 3,887 tok |
| mongodb-js/kerberos Kerberos library for node.js | 177 | Claude Code, Codex, OpenCode | 2 | 859 tok |
| lizyoko9/bitdance-agenthub | 177 | Claude Code, Codex, OpenCode | 7 | 4,653 tok |
| ZhangHanDong/claude-code-api-rs A high-performance Rust implementation of an OpenAI-compatible API gateway for Claude Code | 177 | Codex, OpenCode | 1 | 1,011 tok |
| ntrospect0/glint Terminal TUI-based dashboard, serving at-a-glance information across multiple domains | 177 | Codex, OpenCode | 1 | 5,091 tok |
| Faradworks/Pinscope A comprehensive datasheet-backed electrical schematic reviewer | 177 | Claude Code | 1 | 2,888 tok |
| robotostudio/turbo-start-sanity sanity.robotostudio.com Sanity + Next.js page-builder template | 177 | Claude Code | 1 | 4,829 tok |
| TencentCloudBase/OpenVibeCoding Open vibecoding template with cloudbase. | 177 | Codex, OpenCode | 1 | 1,575 tok |
| sv-grid/sv-grid svgrid.com Native Svelte 5 data grid. Headless-first engine + drop-in render component. Row + column | 177 | Codex, OpenCode | 1 | 1,239 tok |
| Mats2208/MCP-Packet-Tracer mcpnetwork.top AI-powered Cisco Packet Tracer automation over MCP. Describe a network in natural language | 177 | Codex, OpenCode | 1 | 997 tok |
| ganapativs/microcharts microcharts.dev Word-sized charts for React, made for LLMs and humans — 106 chart types, zero runtime depe | 177 | Claude Code, Codex, OpenCode | 2 | 5,866 tok |
| astro-stack/django-orbit labs.wearehik.com AI agent-native observability and debugging for Django. | 176 | Claude Code | 1 | 1,333 tok |
| comet-ml/comet-examples Examples of Machine Learning code using Comet.ml | 176 | Claude Code, Codex, OpenCode | 3 | 1,587 tok |
| wyattjoh/jmap-mcp A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON | 176 | Claude Code | 1 | 1,085 tok |
| nesquikm/mcp-rubber-duck An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool | 176 | Claude Code | 9 | 1,507 tok |
| robertbarclayy/conducty Stop context-switching. Start batch-planning. Conducty replaces the fragmented cycle of p | 176 | Claude Code | 1 | 2,329 tok |
| hanzili/hanzi-browse browse.hanzilla.co let any ai agent use the local browser | 176 | Claude Code | 1 | 2,313 tok |
| adamayoung/TMDb adamayoung.github.io The Movie Database Swift Package | 176 | Claude Code | 29 | 2,244 tok |
| josefbacik/systing A libbpf based tracer to help figure out what an application is doing. | 176 | Claude Code | 2 | 1,152 tok |
| jjlabsio/korea-stock-mcp korea-stock-mcp-landing.vercel.app MCP Server for Korean stock analysis. | 176 | Codex, OpenCode | 1 | 124 tok |
| IssacW228/student-llm-wiki 📚 Student LLM Wiki — AI-compiled knowledge base for university students. Drop course slid | 176 | Claude Code, Codex, OpenCode | 12 | 550 tok |
| Learning-Bayesian-Statistics/baygent-skills A set of skills to call your agent Bayes. Thomas Bayes. | 176 | Claude Code | 1 | 1,343 tok |
| ob-labs/agentseek ob-labs.github.io AgentSeek is an application development lifecycle toolkit for AI ecosystem apps, built by | 176 | Codex, OpenCode | 1 | 142 tok |
| Luligu/matterbridge-zigbee2mqtt Matterbridge zigbee2mqtt plugin | 176 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 1,410 tok |
| brave/brave-search-skills api.search.brave.com Official skills for using Brave Search API with AI coding agents. | 176 | Codex, OpenCode | 1 | 789 tok |
| resend/resend-skills Agent Skills for working with Resend to send and receive emails. | 176 | Claude Code, Codex, OpenCode | 2 | 174 tok |
| Kpa-clawbot/CoreScope MeshCore mesh network analyzer — live packet visualization, VCR replay, channel decryption | 176 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 7,204 tok |
| nwiizo/nippo crates.io Daily report management repository. | 176 | Claude Code, Codex, OpenCode | 2 | 423 tok |
| cloudQuant/backtrader backtrader.readthedocs.io High-performance Python backtesting & live-trading framework: 45%+ faster than upstream, 5 | 176 | Claude Code, Codex, OpenCode | 2 | 7,272 tok |
| QuentinCody/interlinked-cli The harness for your harness. Local hooks, taste enforcement, and developer observability | 176 | Claude Code, Codex, OpenCode | 2 | 23,480 tok |
| TechDufus/oh-my-claude oh-my-claude.techdufus.com Add ultrawork to any prompt for maximum parallel execution | 175 | Claude Code | 1 | 978 tok |
| microsoft/msagljs microsoft.github.io A JavaScript graph layout engine: port of MSAGL | 175 | GitHub Copilot | 1 | 924 tok |
| joseairosa/recall Persistent cross-session memory for Claude & AI agents. Self-host on Redis/Valkey, or use | 175 | Claude Code | 2 | 2,930 tok |
| step-security/dev-machine-guard stepsecurity.io Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages | 175 | Codex, OpenCode | 1 | 11,386 tok |
| damiansire/web-worker-patterns An interactive platform demonstrating advanced Web Worker patterns and architectural strat | 175 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 2,550 tok |
| microwind/algorithms microwind.github.io 🚀In the AI era, everyone can be an algorithmic thinker and engineer. This project covers | 175 | Claude Code | 1 | 2,106 tok |
| mitchdenny/hex1b hex1b.dev The .NET Terminal Application Stack | 175 | Claude Code, Codex, OpenCode | 10 | 3,232 tok |
| Khalilzhang0825/boring-is-all-you-need Boring Is All You Need: a Codex Desktop workflow replacement with transactional migration, | 175 | Codex, OpenCode | 1 | 422 tok |
| SensorsIot/Embedded-AI-Harness AI Closed-Loop Programming for embedded systems — the AI writes, flashes, and tests firmwa | 175 | Claude Code | 17 | — |
| Kilo-Org/kilo-marketplace Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI | 175 | Codex, OpenCode | 1 | 788 tok |
| JasonJarvan/Zhihu-Collections-MCP Batch export public and private Zhihu bookmarks to Markdown files. Supports configuring bo | 175 | Claude Code | 1 | 1,701 tok |
| ZhgChgLi/linkyee link.zhgchg.li A fully customized, open-source LinkTree alternative deployed directly on GitHub Pages. | 175 | Claude Code | 2 | — |
| maxwell2732/pAI-Econ-claude A Claude Code Skill that helps empirical economists fill gaps in their theoretical framewo | 175 | Claude Code | 3 | 1,064 tok |
| softspark/ai-toolkit softspark.eu Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor | 175 | Claude Code | 1 | 2,337 tok |
| github/gh-aw-mcpg Github Agentic Workflows MCP Gateway | 175 | Claude Code, Codex, OpenCode | 3 | 7,955 tok |
| edgehero/pi-dispatch Run the pi coding agent as a service — triggered on demand, on a cron schedule, or by a Gi | 175 | Claude Code | 1 | 2,977 tok |
| ghaida/intent designwithintent.ai Design with Intent: A collection of specialized AI agents and skills for experience design | 175 | GitHub Copilot | 1 | 8,794 tok |
| nikolai-vysotskyi/trace-mcp trace-mcp.com Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input | 175 | Claude Code, Codex, OpenCode | 2 | 5,632 tok |