32,539 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| coalesce-labs/catalyst Deprecated — Catalyst local runtime, kept for history. Use coalesce-labs/catalyst-dev-skil | 20 | Claude Code, Codex, OpenCode | 2 | 7,966 tok |
| jamesmontemagno/mcp-badge-creator mcpbadge.dev Add badges for your README to install MCP servers in VS Code & Visual Studio | 20 | Claude Code, GitHub Copilot | 4 | 4,017 tok |
| asgard-ai-platform/mcp-shopline MCP server wrapping the Shopline Open API into 143 AI-callable tools (75 read + 68 write) | 20 | Claude Code | 1 | 1,400 tok |
| simonrowland/goal-flight Claude/Grokbot plugin and scripts: long-running controller pattern to chunk and delegate c | 20 | Claude Code, Codex, OpenCode | 2 | 3,253 tok |
| aigengame/cli-agentic-workflow A lightweight local-first CLI that orchestrates AI agent CLIs (claude, codex) into powerfu | 20 | Claude Code, Codex, OpenCode | 6 | 198 tok |
| vastxie/ai-worldcup-2026 wc.lightai.io AI WorldCup Arena 2026: AI agents compete to predict the 2026 World Cup with virtual point | 20 | Claude Code, Codex, OpenCode | 2 | 2,611 tok |
| SoundBlaster/XcodeMCPWrapper soundblaster.github.io MCP that makes Xcode 26.3's MCP compatible with Cursor and other strict MCP-spec-compliant | 20 | Claude Code, Codex, OpenCode | 8 | 3,421 tok |
| aws-bench/aws-bench-datasets Scenarios and tasks for evaluating AI agents on real-world AWS automation tasks. Use the a | 20 | Claude Code, Codex, OpenCode | 2 | 1,233 tok |
| Mone-Industries/sempre Docker-based multi-agent AI team. One config file. Unlimited agents. Always on. | 20 | Claude Code | 1 | 2,654 tok |
| aaronsb/texflow-mcp LaTeX document compiler with MCP interface — AI agents author documents via structured mod | 20 | Claude Code | 1 | 770 tok |
| julymetodiev/post-cortex 369.is Post-Cortex provides durable memory infrastructure with automatic knowledge graph construc | 20 | Claude Code | 5 | 870 tok |
| jimmyliao/digest-agent | 20 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 1,949 tok |
| Sn4kyGit/antigravity-project-starter Antigravity Supercharged Project Engine. A complete AI Agent architecture featuring jCodeM | 20 | Claude Code, Codex | 6 | — |
| tiny-flowlab/novel-studio-copilot-cli AI-powered multi-agent novel creation system for GitHub Copilot CLI | 20 | Claude Code, Codex, OpenCode | 27 | 1,574 tok |
| project-koku/koku-metrics-operator Operator to obtain OCP usage data and upload it to koku. | 20 | Claude Code, Codex, OpenCode | 5 | 1,124 tok |
| waynesutton/convex-mcp-visual npmjs.com Schema visualizer and dashboard tools for exploring Convex databases. Opens interactive br | 20 | Claude Code, Codex, OpenCode | 2 | 1,433 tok |
| sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: | 20 | Claude Code, Codex, OpenCode | 23 | 3,324 tok |
| rmedranollamas/research-cli Gemini Deep Research Agent CLI | 20 | Claude Code, Codex, OpenCode | 5 | 877 tok |
| mnvsk97/agentbreak infrastructure chaos to test the resilience of ai agents | 20 | Claude Code | 1 | 155 tok |
| xrf9268-hue/llm-council-plugin | 20 | Claude Code, Codex, OpenCode | 2 | 1,588 tok |
| khaoss85/AI-Team-Orchestrator books.danielepelleri.com Next-generation multi-agent AI platform with autonomous quality gates, real-time thinkin | 20 | Claude Code | 15 | 4,541 tok |
| Jason-Cyr/AgenticProductTeam An agentic product lifecycle accelerator. Give it an idea, get a PRD, research plan, desig | 20 | Claude Code | 1 | 2,057 tok |
| clashcontrol-io/ClashControl clashcontrol.io clash controle webapp | 20 | Claude Code | 1 | 9,612 tok |
| Go1c/LumioAgent LumioAgent | 20 | Claude Code, Codex, OpenCode | 4 | 603 tok |
| entrippy/OctoPrint-OctoHue Illuminate your print job and signal its status using a Philips Hue lights. | 20 | Claude Code | 1 | 1,073 tok |
| kalenjordan/shopworker | 20 | Claude Code | 1 | 1,351 tok |
| pierreb-devkit/Vue weareopensource.me :computer: Vue - Boilerplate Front : Vue 3, Pinia, Vuetify 3, JWT, Jest | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,605 tok |
| TeacherOp/NoobBook NoobBook the only product every company would need to run with 10x efficiency | 20 | Claude Code | 1 | 5,267 tok |
| mondweep/sparc-evolution Evolution of the SPARC methodology | 20 | Claude Code | 37 | 8,669 tok |
| dbmcco/shell-scenario-panel Claude Code-powered Shell scenario planning system with multi-specialist consultation | 20 | Claude Code, Codex, OpenCode | 8 | 7,736 tok |
| saturngod/Waing AI Agent ဝိုင်းတော်သားများ | 20 | Claude Code, Codex, OpenCode | 2 | 1,710 tok |
| ako/backing-tracks Play backing tracks for guitar practise | 20 | Claude Code | 2 | 3,366 tok |
| simple10/openclaw-stack Deploy a secure OpenClaw to any VPS using Claude Code. | 20 | Claude Code | 4 | 1,740 tok |
| iheanyi/agentctl Trying to make managing different Agents easier | 20 | Claude Code | 1 | 1,996 tok |
| rajpootathar/Crane Native GPU-rendered desktop development environment — pure Rust + egui + wgpu. Terminal, f | 20 | Claude Code | 1 | 3,674 tok |
| gtr36/personal-health-graph A portable, structured health context system that makes every AI smarter about you. | 20 | Claude Code | 34 | 1,753 tok |
| garrrikkotua/cdiff Claude Code skill to preview diff without opening Cursor or VS Code | 20 | Claude Code | 1 | 149 tok |
| xdg/xdg-claude Plugins for Claude Code | 20 | Claude Code | 2 | 487 tok |
| ByteBell/openspecs-index Public demo of our ingestion engine | 20 | Claude Code | 1 | 4,321 tok |
| pstuart/pstuart Public Claude Code plugins for safer development, modern Swift and Nuxt projects, and publ | 20 | Claude Code | 1 | 482 tok |
| neondatabase/claude_astgrep A workflow for ast-grep rules generation with Claude Code. Enforce your LLM-generated code | 20 | Claude Code | 2 | 20 tok |
| krejcif/magector | 20 | Claude Code | 1 | 1,618 tok |
| adamwang99/NEUTRON-EVO-OS NEUTRON EVO OS - Self-Evolving Intelligence via Functional Accumulation $\int f(t)dt$ & Me | 20 | Claude Code | 1 | 512 tok |
| j3k0/mcp-brain-tools A powerful MCP memory using a knowledge graph powered by elastic search | 20 | Claude Code | 1 | 687 tok |
| elberrd/cc-harness-iai | 20 | Claude Code | 14 | 3,019 tok |
| lucasgaravelli/pm-skills-claude-code 27 Product Management skills for Claude Code — discovery, delivery, strategy, validation, | 20 | Claude Code | 1 | 3,379 tok |
| jasonkneen/agent-skills A collection of plugins and skills | 20 | Claude Code | 1 | 2,764 tok |
| tsfans/spring-boot-scaffold A spring boot scaffold for developing. | 20 | Claude Code | 1 | 1,962 tok |
| whchoi98/aws-skills-for-claude-code aws-skills-for-aws | 20 | Claude Code | 13 | 1,844 tok |
| thejefflarson/soundcheck Simple security reviews for AI agents | 20 | Claude Code | 62 | 2,865 tok |