44,996 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 |
|---|---|---|---|---|
| arezous/pm-pilot AI copilot for product managers. Built for Claude Code and Cursor. | 20 | Claude Code, Codex, OpenCode | 2 | 2,216 tok |
| mshahiddigital/agentic-local-seo-audit mshahid.com Complete 21-phase local business SEO audit plugin for Claude Code — 24 skills, 36 commands | 20 | Claude Code, Codex, OpenCode | 3 | 9,429 tok |
| lh17708357536-gif/flutter-cn-overseas-app-skills China and overseas dual-market Flutter+NestJS multi-platform App development Agent Skills: | 20 | Codex, OpenCode | 1 | 943 tok |
| sethdeckard/atria TUI for managing multiple AI coding agents in terminal tabs and panes, plus a Go library ( | 20 | Claude Code, Codex, OpenCode | 2 | 6,772 tok |
| oro-ad/nuxt-claude-devtools Nuxt DevTools integration for Claude Code AI assistant | 20 | Claude Code | 1 | — |
| changoo89/claude-pilot 🎯 Claude Code workflow engine - SPEC-first planning, TDD automation, GPT delegation, and | 20 | Claude Code | 59 | 2,106 tok |
| stefanhoelzl/codehydra codehydra.stho.net Multi-Workspace IDE for Parallel AI Agent Development | 20 | Claude Code, Codex, OpenCode | 8 | 3,120 tok |
| scitex-ai/emacs-claude-code Emacs interface for Claude Code with auto-response, vterm integration, and session managem | 20 | Claude Code | 1 | 93 tok |
| OcHub-team/OcHub Native desktop control center for AI coding tools — provider switching, local relay, MCP, | 20 | Codex, OpenCode | 1 | 247 tok |
| andre-simplifica/oracle-apex-ai-skills Vibe coding for Oracle APEX 24.2. Stop hand-building pages; let AI agents inspect, generat | 20 | Codex, OpenCode | 1 | 556 tok |
| algorismo-au/lanekeep Governance guardrails and insights for AI coding agents | 20 | Claude Code | 1 | 1,255 tok |
| brockwebb/open-census-mcp-server Turn any AI assistant into your personal Census data expert. Ask questions in plain Englis | 20 | Claude Code | 1 | 3,359 tok |
| ChronoAIProject/Ornn ornn.chrono-ai.fun Your all-in-one skills-as-a-service platform to manage your skills, auto-generate skills a | 20 | Claude Code | 1 | 6,198 tok |
| LastSearch-HQ/lastsearch lastsearch.ai Reliable research infrastructure for AI agents. Evidence-backed web search with citations, | 20 | Claude Code, Codex | 2 | 3,130 tok |
| Optima-Chat/cc-best-practice cc-best-practice.optima-ai.biz Best practices for AI-native development | 20 | Claude Code | 1 | 87 tok |
| MrPickl3s/AI-Innovator-Radar A personal AI intelligence system for solo builders. Filter daily AI noise against your ac | 20 | Claude Code | 2 | 765 tok |
| MySetsuna/ridge mysetsuna.github.io Split-screen terminal workspace — split panes, embedded editor, Git graph, Claude Code age | 20 | Claude Code, Codex, OpenCode | 2 | 378 tok |
| NERDSORG/Mutsumi Multi-Agents VSCode Extension that Focuses on the Full Control of Context, Observability a | 20 | Codex, OpenCode | 1 | 1,385 tok |
| 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 |
| Alenryuichi/openmemory-plus 🧠 AI Agent Memory Management Framework - Dual-layer memory architecture with smart classi | 20 | Codex, OpenCode | 1 | 1,017 tok |
| gmaynez/debugssy marketplace.visualstudio.com AI debugger for VS Code | 20 | Codex, OpenCode | 1 | 2,686 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 |
| ginkida/rustyhand Agent OS in Rust — one binary, 37 agents, 26 LLM providers, 37 channels (Telegram/Discord/ | 20 | Codex, OpenCode | 1 | 611 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 |
| EmZod/Speak-Turbo speakturbo-site.vercel.app Ultra-fast local TTS for AI agents. ~90ms to first sound. | 20 | Codex, OpenCode | 1 | 768 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 |
| Kevandrew/sophia sophiahq.com Your AI builds the code. Sophia makes sure it's right. | 20 | Codex, OpenCode | 1 | 514 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 |
| aak204/Tool-Catalog-Compiler A managed proxy gateway and compiler for AI agents. It takes noisy OpenAPI/MCP directories | 20 | Codex, OpenCode | 1 | 342 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 | — |
| Tiziano-AI/pi-continue Pi package that keeps long runs moving with safe mid-run compaction and a focused continua | 20 | Codex, OpenCode | 1 | 6,873 tok |
| eliavamar/repositories-wiki | 20 | Codex, OpenCode | 1 | 170 tok |
| 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 |
| rickicode/patchright-browser MCP server for browser automation via Patchright. Multi-profile Chromium, headed/headless, | 20 | Codex, OpenCode | 1 | 686 tok |
| validatedpatterns/docs validatedpatterns.io Validated Patterns documentation | 20 | Codex, OpenCode | 1 | 2,421 tok |
| sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: | 20 | Claude Code, Codex, OpenCode | 23 | 3,324 tok |
| KitTheFox123/workspace Kit's open-sourced agent workspace 🦊 - SOUL.md, memory, knowledge, scripts | 20 | Codex, OpenCode | 1 | 628 tok |
| vvvvvivekkk/LLM-Wiki-v3 | 20 | Codex, OpenCode | 1 | 1,507 tok |
| rmedranollamas/research-cli Gemini Deep Research Agent CLI | 20 | Claude Code, Codex, OpenCode | 5 | 877 tok |
| dawangcoding/ClawUI Cross-platform desktop client for OpenClaw — built-in Gateway management, onboarding wizar | 20 | Codex, OpenCode | 1 | 6,103 tok |
| hyungchulc/memory-forest A verifiable local memory architecture for long-running AI agents | 20 | Codex, OpenCode | 1 | 195 tok |