22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| lyxhnu/langchain-miniopenclaw | 181 | Codex, OpenCode | 1 | 1 tok |
| tjakoen/bread tjakoen.github.io BREAD: one vocabulary, two operators. A no-build, AI-native web stack: batch (substrate) · | 181 | Claude Code, Codex, OpenCode | 2 | 2,346 tok |
| viemccoy/excalibur Excalibur is a highly opinionated agent harness for the aspiring summoner. | 181 | Codex, OpenCode | 1 | 1,689 tok |
| YougLin-dev/Aha-Loop [MVP] Aha Loop is a fully autonomous AI development system, extended from the core ideas o | 181 | Claude Code, Codex, OpenCode | 17 | 5,776 tok |
| stippi/code-assistant An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode. | 181 | Codex, OpenCode | 1 | 1,467 tok |
| enmanuelmag/agent-harness-kit stack.cardor.dev A provider-agnostic scaffolding kit for running structured multi-agent workflows in your c | 181 | Codex, OpenCode | 1 | 859 tok |
| sivaprasadreddy/sivalabs-agent-skills Spring Boot skills for AI coding agents | 181 | Codex, OpenCode | 1 | 359 tok |
| chainstacklabs/polymarket-alpha-bot Find alpha, manage positions in Polymarket | 181 | Claude Code, Codex, OpenCode | 11 | 1,304 tok |
| jacob-bd/relay-ai Relay any model into any coding agent | 181 | Claude Code, Codex, OpenCode | 2 | 16,082 tok |
| Azure-Samples/python-mcp-demos | 181 | Codex, OpenCode | 1 | 511 tok |
| ArcInstitute/SRAgent LLM agents for working with the SRA and associated bioinformatics databases. | 181 | Codex, Gemini CLI, OpenCode | 2 | 631 tok |
| openshift-examples/web examples.openshift.pub 🚀 Content of examples.openshift.pub | 181 | Claude Code, Codex, OpenCode | 4 | 1,454 tok |
| aws-samples/sample-host-openclaw-on-amazon-bedrock-agentcore | 180 | Claude Code, Codex, OpenCode | 2 | 14,312 tok |
| stoneforge-ai/stoneforge stoneforge.ai A web dashboard and runtime for orchestrating AI coding agents | 180 | Claude Code, Codex, OpenCode | 3 | 2,928 tok |
| echoVic/blade-code echovic.github.io AI-powered CLI coding agent with 20+ built-in tools, MCP support, and multi-model provider | 180 | Codex, OpenCode | 1 | 1,038 tok |
| heardlabs/heard Jarvis for your coding agents — the voice layer for Claude Code, Codex, OpenClaw, Hermes & | 180 | Claude Code, Codex, OpenCode | 2 | 3,535 tok |
| Hyper-Beast/BiliTVNative BiliTVNative | 180 | Codex, OpenCode | 1 | 2,564 tok |
| kairyou/agent-tools Reusable Agent Skills, plus integrations (statusline, provider usage, vision) that install | 180 | Claude Code, Codex, OpenCode | 2 | 569 tok |
| iPythoning/b2b-sdr-agent-template pulseagent.io Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engin | 180 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 1,153 tok |
| verygoodplugins/whatsapp-mcp WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messages | 180 | Claude Code, Codex, OpenCode | 2 | 2,335 tok |
| Automattic/mcp-wordpress-remote | 180 | Claude Code, Codex, OpenCode | 2 | 548 tok |
| SwapnilSoni1999/amul-notify amul.10xdev.me 🍫 Fastest and most reliable Amul stock checker. | 179 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 5,346 tok |
| pass-agent/loomkin What if AI agents could form teams as fluidly as humans? Spawn specialists in milliseconds | 179 | Claude Code, Codex, GitHub Copilot, OpenCode | 16 | 780 tok |
| dylanfeltus/skills A library of AI agent skills for research and design | 179 | Codex, OpenCode | 1 | 141 tok |
| cexll/codex-mcp-server Codex Mcp Server | 179 | Codex, OpenCode | 1 | 753 tok |
| Cannon07/code-preview.nvim A Neovim plugin that shows a live diff preview of AI coding agent's file edits before you | 179 | Codex, OpenCode | 1 | 134 tok |
| jentic/jentic-one jentic.com Self-hosted execution layer for AI agents: connect any agent to real APIs, scope exactly w | 179 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 4,539 tok |
| yusong652/itasca-mcp pypi.org MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — ru | 179 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,770 tok |
| aipotheosis-labs/gate22 gateway.aci.dev Open-source MCP gateway and control plane for teams to govern which tools agents can use, | 178 | Codex, OpenCode | 1 | 417 tok |
| joelhooks/opencode-vibe opencode.ai 🏄♂️ Next.js 16 web UI for OpenCode - real-time chat with streaming, SSE sync, and React | 178 | Claude Code, Codex, OpenCode | 2 | 5,096 tok |
| RedWoodOG/Hermes-Desktop Hermes_Desktop | 178 | Codex, GitHub Copilot, OpenCode | 10 | 12,836 tok |
| ZCZHAO-1999/shakespeare-writing-studio Agent-ready writing studio for Chinese WeChat articles, English essays, research writing, | 178 | Claude Code, Codex, OpenCode | 1 | 474 tok |
| vmDeshpande/ai-agent-automation Modular AI agent workflow automation platform with schedulers, tools, and observability. h | 178 | Claude Code, Codex, OpenCode | 7 | 3,887 tok |
| heypinchy/pinchy heypinchy.com Self-hosted AI agent platform built on OpenClaw. Enterprise-ready, offline-capable, open s | 178 | Claude Code, Codex, OpenCode | 10 | 37,124 tok |
| ECPay/ECPay-API-Skill ECPay API Skill is an API AI Skill package—install it in AI coding assistants (Claude Code | 178 | Codex, GitHub Copilot, Gemini CLI, OpenCode | 3 | 13,391 tok |
| rustfs/console rustfs.com A modern, responsive web management console for RustFS distributed file system, built with | 178 | Claude Code, Codex, OpenCode | 2 | 2,320 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 |
| 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 |
| 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 |
| getopenpost/openpost openpo.st Create, adapt, schedule, and track social posts. Open-source, hosted or self-hosted. | 177 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 4,348 tok |
| comet-ml/comet-examples Examples of Machine Learning code using Comet.ml | 176 | Claude Code, Codex, OpenCode | 3 | 1,587 tok |
| jjlabsio/korea-stock-mcp korea-stock-mcp-landing.vercel.app MCP Server for Korean stock analysis. | 176 | Codex, OpenCode | 1 | 124 tok |
| ntrospect0/glint Terminal TUI-based dashboard, serving at-a-glance information across multiple domains | 176 | Codex, OpenCode | 1 | 5,091 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 |
| TencentCloudBase/OpenVibeCoding Open vibecoding template with cloudbase. | 176 | Codex, OpenCode | 1 | 1,575 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 |