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 |
|---|---|---|---|---|
| opencolin/openclaw-nebius OpenClaw + Nebius: provider plugin, deployment UI, and Claude Code skill | 12 | Claude Code | 1 | 670 tok |
| el-feo/ai-context A collection of Claude Code plugins. | 12 | Claude Code | 4 | 782 tok |
| knitli/codeweaver knitli.com Semantic code search for AI agents — 166+ languages, hybrid search, works offline | 12 | Claude Code, Codex, OpenCode | 11 | 8,010 tok |
| jl-cmd/claude-dream Memory consolidation plugin for Claude Code | 12 | Claude Code, GitHub Copilot | 1 | 6,006 tok |
| lagz0ne/c3-skill C3 (Context-Container-Component) architecture design methodology plugin for Claude Code | 12 | Claude Code, Codex, OpenCode | 3 | 2,400 tok |
| mumez/pharo-smalltalk-interop-mcp-server A local MCP server to communicate local Pharo Smalltalk image | 12 | Claude Code | 3 | 2,406 tok |
| octaviusp/claude-fx-plugin Animated mascot companion for Claude Code - transparent overlay that reacts to your coding | 12 | Claude Code | 1 | 4,021 tok |
| alexgoller/illumio-mcp-server The first MCP server for cybersecurity | 12 | Claude Code | 1 | 1,079 tok |
| mikiships/agentmd pypi.org Generate high-quality AI agent context files (CLAUDE.md, AGENTS.md, .cursorrules, copilot- | 12 | Claude Code, Codex, Cursor, OpenCode | 3 | 1,751 tok |
| FarzamMohammadi/the-engineer farzammohammadi.github.io The orchestration layer that turns Claude Code, OpenCode, and other AI coding CLIs into au | 12 | Codex, OpenCode | 1 | 3,170 tok |
| asysta-act/agent-flow Claude Code plugin - automates bug-fix, feature, and scaffold workflows using 17 specializ | 12 | Claude Code | 1 | 5,616 tok |
| parlance-labs/super-oracle A review council for coding agents. Claude and Codex GPT-6 Astra review independently, ref | 12 | Codex, OpenCode | 1 | 1,822 tok |
| kuderr/git-wt Fast git worktree manager. Pure bash, zero dependencies. | 12 | Claude Code | 1 | 501 tok |
| cass-2003/local-workflow-skill A local workflow orchestrator skill for routing project tasks, validation gates, authority | 12 | Claude Code, Codex, OpenCode | 2 | 1,846 tok |
| reason-healthcare/rh-skills An agentic workflow toolset providing superpowers for healthcare informaticists | 12 | Claude Code, Codex, GitHub Copilot, OpenCode | 22 | 1,206 tok |
| PaulDuvall/vibecoding thevibecoding.substack.com Windsurf Vibe Coding: AI-powered development workflow automation with persistent memories | 12 | Claude Code | 1 | 2,681 tok |
| Kazuki-tam/next-stage Next-Stage is a starter template with Next.js. | 12 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 6,035 tok |
| samibs/skillfoundry skillfoundry.work AI engineering framework with quality gates, persistent memory, and multi-platform support | 12 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 9,508 tok |
| mav-rik/kb-cli Knowledge base CLI for AI agents | 12 | Claude Code | 1 | 1,048 tok |
| TeamDijon/shopify-rules AI-consumable rules for Shopify Liquid theme development — with Claude Code skills to crea | 12 | Claude Code | 2 | 346 tok |
| mutewinter/.dot 📑 My non-vim dot files. | 12 | Claude Code, Codex, OpenCode | 3 | 508 tok |
| jstxn/rein REIN is a lightweight and hands-off harness for stricter, more explicit agentic coding wor | 12 | Claude Code, Codex, OpenCode | 21 | 203 tok |
| zabirauf/mcp-trace zabirauf.github.io A TUI to probe the calls between MCP client and server | 12 | Claude Code | 1 | 2,900 tok |
| specmatic/specmatic-mcp-server A Model Context Protocol (MCP) server that exposes Specmatic's contract testing capabiliti | 12 | Claude Code, Codex, OpenCode | 4 | 3,625 tok |
| boar-network/blockchain-mcp Free blockchain MCP provided by Boar infrastructure - setup, guides and configuration | 12 | Claude Code, Codex, OpenCode | 2 | 590 tok |
| suprsend/cli SuprSend CLI | 12 | Claude Code | 1 | 2,394 tok |
| aktsmm/skill-ninja-mcp-server MCP Server for Agent Skill Ninja - Search, Install, and Manage Agent Skills | 12 | GitHub Copilot | 1 | 127 tok |
| dtdannen/unstuckmcp delegance.ai MCP Server to ask humans for help | 12 | Claude Code | 1 | 991 tok |
| stat-guy/chain-of-draft Chain of Draft (CoD) MCP Server: An MCP server implementation of the Chain of Draft reason | 12 | Claude Code | 1 | 288 tok |
| kingdomseed/structured-workflow An MCP server that tries to force an AI agent to follow structured problem solving steps t | 12 | Codex, OpenCode | 1 | 877 tok |
| Auriora/activitywatch-mcp | 12 | Codex, OpenCode | 1 | 646 tok |
| jezweb/smart-prompts-mcp Enhanced MCP server for managing prompts from GitHub with intelligent discovery and compos | 12 | Claude Code | 1 | 1,500 tok |
| mericcintosun/AvaKit avakit.dev next.js but for avalanche :) | 12 | Claude Code | 1 | 958 tok |
| G42-Careers/Agent-Jobs careers.g42.ai Official G42 recruitment hub for production-ready AI agents across Finance, Procurement, M | 12 | Codex, OpenCode | 1 | 376 tok |
| SylphxAI/coderag sylphx.com Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Ve | 12 | Claude Code, Codex, OpenCode | 10 | 392 tok |
| georgejeffers/Gemini-MCP-Server A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model, can | 12 | Cursor | 1 | 266 tok |
| djm81/log_analyzer_mcp Log Analyzer MCP is a powerful Python-based toolkit designed to streamline the way you int | 12 | Cursor | 1 | 425 tok |
| catoncat/workspace-agent-relay-mcp Local relay MCP and dashboard for ChatGPT Workspace Agent trigger callbacks — plan, progre | 12 | Codex, OpenCode | 1 | 1,835 tok |
| corewebvitals/cwv-superpowers | 12 | Gemini CLI | 1 | 18 tok |
| Sparker0i/indian-stock-mcp-agent MCP Server that deals with Indian Stocks, MFs, Crypto, etc. | 12 | Claude Code | 1 | 7,449 tok |
| bscott/noteplan-mcp Unofficial Noteplan.co MCP server | 12 | Claude Code | 1 | 150 tok |
| tosin2013/mcp-codebase-insight | 12 | Claude Code, GitHub Copilot | 6 | 2,118 tok |
| rgrz/peoplesoft-mcp A Model Context Protocol (MCP) server that enables AI assistants to query and understand P | 12 | Claude Code, Cursor | 3 | — |
| timoconnellaus/claude-code-iterm-worktree-mcp | 12 | Claude Code | 1 | 570 tok |
| wangkanai/devops-mcp Dynamic Azure DevOps MCP Server with directory-based authentication switching between orga | 12 | Claude Code | 1 | 4,203 tok |
| zengwenliang416/banana-image-mcp | 12 | Claude Code | 1 | 859 tok |
| Cavinooo/claude-find npmjs.com Pull Deep Memory from across your Claude Code Sessions — when you need it. | 12 | Claude Code | 2 | 722 tok |
| adamsjack711-ux/pkgxray pkgxray.ca Pre-install security for AI agents, npm packages, and MCP servers. Zero-dep local static a | 12 | Claude Code | 1 | 1,204 tok |
| rornic/zweig Throw ballast overboard! Claude Code and Codex skill to refine all forms of writing like S | 12 | Claude Code, Codex, OpenCode | 2 | 595 tok |
| dotneet/agent-session-view A coding agent session viewer for browsing, viewing, and exporting conversation history fr | 12 | Claude Code, Codex, OpenCode | 4 | 693 tok |