31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710
All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| doeixd/opencode-ralph-rlm deepwiki.com OpenCode plugin: Ralph outer loop + RLM inner loop — iterative AI development with file-fi | 31 | Claude Code, Codex, OpenCode | 5 | 511 tok |
| lukasz-fedor/claude-memory-template Starter template for Claude Code memory system: modular rules with glob patterns, persiste | 31 | Claude Code | 3 | 1,104 tok |
| awrshift/claude-memory-kit Memory for Claude Code that survives the session boundary — install the plugin into any re | 31 | Claude Code | 1 | 594 tok |
| msaad00/agent-bom msaad00.github.io Open security scanner and self-hosted control plane for AI, MCP, and cloud. One evidence m | 31 | Claude Code, Codex, OpenCode | 2 | 417 tok |
| timescale/tiger-gh-mcp-server Tiger GitHub MCP server | 31 | Claude Code | 1 | 240 tok |
| scalvert/docusaurus-plugin-mcp-server Docusaurus plugin that publishes your documentation as an MCP server | 31 | Claude Code, Codex, OpenCode | 2 | 742 tok |
| FutureAtoms/agentic-control-framework A powerful CLI and MCP-based task management system for agentic workflows. | 31 | Claude Code | 1 | 1,317 tok |
| carlosazaustre/advocu-mcp-server | 31 | Claude Code | 1 | 1,911 tok |
| lourencomaciel/sift-gateway pypi.org Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JS | 31 | Claude Code | 1 | 1,640 tok |
| iagogfe/excalidraw-icons-mcp Excalidraw MCP server with real vendor-icon search & insertion (AWS/Azure/GCP/OCI/Kubernet | 31 | Claude Code | 1 | 1,233 tok |
| kissrosecicd-hub/agents-evolution [Legacy] Optimized AGENTS.md system instructions for AI CLI/IDE agents. Token-efficient (C | 31 | Claude Code, Codex, OpenCode | 41 | 5,881 tok |
| ctoth/research-papers-plugin Research paper collection management plugin for Claude Code, Codex CLI, and Gemini CLI | 31 | Claude Code | 1 | 253 tok |
| aixwangtw/code-to-video-remotion | 31 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 14 | 4,823 tok |
| Bahgs/Self-Improving-Obsidian-LLM-Wiki An Obsidian-first, agent-maintained LLM Wiki framework that turns raw sources into linked | 31 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 671 tok |
| pixee/pixee-cli pixee.ai Pixee CLI — binaries, container image, and coding-agent skills for the Pixee platform. Sou | 31 | Claude Code | 1 | — |
| chrisreddington/turn-based-game-mcp A turn-based games app built with Next.js and TypeScript that features Tic-Tac-Toe and Roc | 31 | Claude Code, GitHub Copilot | 9 | 11,077 tok |
| Arcadia-1/awesome-ams-skills ams.tokenzhang.com Collection for agent skills on analog and mixed-signal (AMS) IC (integrated circuit) desig | 31 | Claude Code | 1 | 755 tok |
| Jeffallan/writing-with-agents Claude Code skill plugin implementing Betty Flowers' Madman-Architect-Carpenter-Judge writ | 31 | Claude Code | 1 | 848 tok |
| microsoftgbb/project-nighthawk Nighthawk — AI-powered deep technical research pipeline for Azure Kubernetes Service (AKS) | 31 | Claude Code, Codex, GitHub Copilot | 10 | 513 tok |
| entira/archi-mcp Entprise architect assistant | 31 | Claude Code | 1 | 2,884 tok |
| Smokestack-Games/rbxsync rbxsync.dev Sync Roblox games between Studio and VS Code with MCP integration | 31 | Claude Code, Cursor | 3 | 3,774 tok |
| fieldviolence/polyrouter-mcp MCP server for Polyrouter API - unified prediction market aggregator | 31 | Claude Code | 1 | 1,019 tok |
| sivaprasadreddy/learning-skill Agent Skill to prepare learning schedule for any technical topic. | 31 | Claude Code | 1 | 448 tok |
| haymon-ai/dbmcp dbmcp.haymon.ai Database MCP server for MySQL, MariaDB, PostgreSQL, and SQLite - with builtin PII redacti | 31 | Claude Code | 1 | 1,801 tok |
| sethbang/mcp-screenshot-server An MCP server that provides AI assistants with screenshot capabilities — both web page cap | 31 | Claude Code | 1 | 1,222 tok |
| townsendmerino/ken Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble. | 31 | Claude Code | 2 | 7,437 tok |
| sacahan/CasualMarket A feature-complete Taiwan stock trading Model Context Protocol (MCP) Server, providing rea | 31 | Claude Code, Gemini CLI | 2 | 3,482 tok |
| MoizIbnYousaf/marketing-cli marketing-cli.com Agent-native marketing CLI: 76 skills, 6 research/review agents, brand memory that compoun | 31 | Claude Code, Codex, OpenCode | 2 | 10,598 tok |
| Emily2040/nano-banana-image-skill Production-grade, agent-portable image prompting skill for Nano Banana Pro and Nano Banana | 31 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 908 tok |
| girijashankarj/cursor-handbook Open-source rules engine for Cursor IDE — 110 rules, agents, skills, commands that give AI | 31 | Claude Code, Codex, OpenCode | 2 | 933 tok |
| nirholas/lyra-tool-discovery AI powered automation toolkit which acts as an agent that discovers MCP servers for you. P | 31 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 813 tok |
| Automations-Project/VSCode-Airtable-Formula npmjs.com VS Code extension and MCP server for Airtable, formula editor, schema tools, and 60+ autom | 31 | Claude Code | 1 | 13,510 tok |
| codecast-sh/codecast codecast.sh See, steer, and remember every coding agent session — Claude Code, Codex, Cursor, Gemini. | 31 | Claude Code, Codex, OpenCode | 2 | 4,622 tok |
| samilozturk/agentlint npmjs.com ESLint for your coding agents. Keep AGENTS.md, rules, and skills structured, current, and | 31 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,913 tok |
| EvoTestOps/LogLead LogLead performs log loading, log enhancement, log feature engineering, log analysis, log | 31 | Claude Code | 1 | 1,079 tok |
| krivoox/agent-stack-template Agent-first multi-tenant Next.js template (rules, sub-agents, skills, Better Auth, Prisma) | 31 | Claude Code, Codex, OpenCode | 2 | 2,203 tok |
| verygoodplugins/mcp-local-wp MCP server for WordPress database access via Local by Flywheel | 31 | Claude Code | 1 | 1,088 tok |
| majiayu000/remem majiayu000.github.io Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, S | 31 | Claude Code, Codex, OpenCode | 4 | 1,478 tok |
| waiaas/WAIaaS waiaas.ai Wallet-as-a-Service for all AI agents in the world | 31 | Claude Code | 2 | 1,754 tok |
| RyanCodrai/sourced sourced.dev Maps packages to source code. Allows coding agents to search any dependency with grep. | 31 | Claude Code | 1 | 194 tok |
| laurigates/foundryvtt-mcp A Model Context Protocol (MCP) server that integrates with FoundryVTT, allowing AI assista | 31 | Claude Code | 2 | 936 tok |
| vsaranyuk/kaiten-mcp-server Production-ready MCP server for Kaiten API integration with Claude Desktop | 31 | Claude Code | 1 | 2,064 tok |
| uzyn/aimx aimx.email 🐦⬛ SMTP for AI agents. No middleman. | 31 | Claude Code | 1 | 5,420 tok |
| lennix1337/Genexus18MCP npmjs.com GeneXus 17 and GeneXus 18 MCP server for Claude, Cursor, and AI agents - read, edit, and a | 31 | Claude Code, Codex, Gemini CLI, OpenCode | 10 | 6,245 tok |
| ricardocabral/icuvisor icuvisor.app Open-source local MCP connector for intervals.icu (Go binary) | 31 | Claude Code, Codex | 2 | 2,607 tok |
| kumamaki/Claude-Code-Personalities Dynamic Kaomoji personalities for Claude Code's statusline that change based on what Claud | 31 | Claude Code, Codex, OpenCode | 2 | 3,334 tok |
| TsukumoHQ/WRAI.TH tsukumo.ch Multi-agent orchestration via MCP. Persistent memory, inter-agent messaging, goal cascade, | 31 | Claude Code | 3 | — |
| IvanMurzak/Unreal-MCP ai-game.dev AI Game Developer for Unreal Engine — MCP plugin (C++ editor plugin + .NET bridge), unreal | 31 | Claude Code | 1 | 7,108 tok |
| FelixIsaac/whatsapp-mcp-extended Actively maintained WhatsApp MCP — 26 tools, webhooks, anti-ban, Docker, self-healing. Dro | 31 | Claude Code, Codex, OpenCode | 2 | 2,865 tok |
| kirill-markin/expense-budget-tracker expense-budget-tracker.com Self-hosted open-source personal finance expense and budget tracker with balances, transfe | 31 | Claude Code, Codex, OpenCode | 2 | 2,436 tok |