43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| philogicae/torrent-search-mcp deepwiki.com MCP/API/WebUI to find torrents programmatically | 31 | Codex, OpenCode | 1 | 1,224 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 | 6,399 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 | — |
| glebis/humane-agentic-design humane.salient.community Humane Agentic Design — a human-centric design method cycle for people and agents | 31 | Claude Code, Codex, OpenCode | 2 | 109 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 | 2,689 tok |
| infino-ai/code-context Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semanti | 31 | Codex, OpenCode | 1 | 815 tok |
| MarcoYou/open-proxy-mcp An MCP server for analyzing disclosures from Korean listed companies, created by a securit | 31 | Claude Code, Codex, OpenCode | 6 | 1,409 tok |
| xiongQvQ/-b2b-lead-hunter-skill b2binsights.io AI Agent Skill for B2B lead research, decision-maker discovery, customs checks, outreach d | 31 | Claude Code | 1 | 700 tok |
| guillermoscript/lms-front preciopana.com Open-source multi-tenant LMS for creators and schools: sell courses on your own subdomain. | 31 | Claude Code, Codex, OpenCode | 58 | 11,932 tok |
| klinkdev2026/klayout-klink klinkdev2026.github.io AI-native control plane for KLayout: RPC plugin, Python client, MCP bridge, and routing wo | 31 | Claude Code | 1 | 3,134 tok |
| aladicf/better-web-ui better-web-ui is a web frontend design skill library for AI coding agents. | 31 | Claude Code, Codex, OpenCode | 34 | 2,096 tok |
| metaspartan/cybara cybara.ai Cybara - Your agents. Your tools. Your runtime. Harness the power of AI | 31 | Claude Code, Codex, OpenCode | 2 | 2,489 tok |
| jordanhubbard/agentos The world's first operating system for agents, not humans. Built on seL4 microkernel with | 31 | Claude Code, Codex, OpenCode | 2 | 2,670 tok |
| mpalermiti/outlook-mcp MCP server for Microsoft Outlook personal accounts via Microsoft Graph API. 62 tools acros | 31 | Claude Code | 1 | 1,770 tok |
| ctfysh/craft-of-research A Socratic research-guide skill distilled from The Craft of Research (5th Edition). | 31 | Codex, OpenCode | 1 | 849 tok |
| portolan-sdi/portolan-cli portolan-sdi.github.io A CLI tool for managing cloud-native geospatial data | 31 | Claude Code, Codex, OpenCode | 6 | 4,200 tok |
| wdhwg001/csift crates.io The missing tool to sift your Claude Code sessions: regex search across all record types, | 31 | Claude Code | 1 | 3 tok |
| AssemblyAI/blurt assemblyai.com Open-source macOS dictation that turns speech into polished text in the app you're already | 31 | Claude Code, Codex, OpenCode | 13 | 26,138 tok |
| mindset-ai/memex-ai Memex AI full source code | 31 | Claude Code | 1 | 3,748 tok |
| jantimon/web-performance-debugger npmjs.com Drive Chrome or Firefox (Puppeteer), or profile Node in-process, to attribute layout, styl | 31 | Claude Code, Codex, OpenCode | 2 | 12,343 tok |
| kequach/uniqlo-sales-alerter A Python web server that monitors Uniqlo sales and notifies you when items match your crit | 31 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 3,368 tok |
| hellooops/vscode-edi-support Format, highlighting, hover supports for X12 and EDIFACT in vscode. | 31 | Codex, OpenCode | 1 | 183 tok |
| ai-freer/fortune-skill Chinese traditional fortune-telling AI skill (BaZi 八字 + Zi Wei Dou Shu 紫微斗数) for Claude Co | 31 | Claude Code, Codex, OpenCode | 2 | 1,467 tok |
| google-marketing-solutions/adspace_agent Your agents for ads | 31 | Gemini CLI | 1 | 273 tok |
| changeroa/lazykatok Private terminal KakaoTalk client with real-time watch and strict reply TUI | 31 | Claude Code, Codex, OpenCode | 2 | 835 tok |
| finalchild/law-mcp MCP server for Korean law data access via open.law.go.kr API (experimental. Works in Claud | 30 | Claude Code | 1 | 499 tok |
| aks129/HealthClawGuardrails healthclaw.io Open-source guardrails between AI agents and FHIR clinical data — PHI redaction, immutable | 30 | Gemini CLI | 1 | 379 tok |
| Oolab-labs/patchwork-os patchworkos.com The decision layer for personal AI. Local-first runtime where agents automate across GitHu | 30 | Claude Code, Cursor | 16 | 35,775 tok |
| bjcoombs/ai-native-toolkit Claude Code plugin & Agent Skills for AI-native development: codebase readiness scoring (/ | 30 | Claude Code | 1 | 6,030 tok |
| rusinikita/acid SQL transactions learning tool (AI ready) | 30 | Claude Code | 1 | 1,101 tok |
| fkesheh/skill-mcp LLM-managed skills platform using MCP - create, edit, and execute skills programmatically | 30 | Claude Code | 1 | 1,893 tok |
| PiscesGameDev/UniAI Unity AI interaction framework | 30 | Claude Code | 1 | 4,404 tok |
| gwbischof/outsource-mcp gwbischof.notion.site Give your AI assistant its own AI assistants. | 30 | Claude Code | 1 | 170 tok |
| Eth3rnit3/FerrumMCP A Model Context Protocol (MCP) server that provides web automation capabilities through Fe | 30 | Claude Code | 3 | 3,167 tok |
| gustavo-meilus/logseq-api-mcp A MCP server that uses Logseq API to extract and interact with Logseq notes. | 30 | Claude Code | 1 | 2,187 tok |
| NotMyself/claude-win11-speckit-update-skill A Claude Code Skill that manages GitHub SpecKit updates. | 30 | Claude Code | 10 | 8,722 tok |
| rps321321/obsidian-mcp-pro The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for sear | 30 | Codex, OpenCode | 1 | 186 tok |
| doobidoo/MCP-Context-Provider A static MCP server that provides AI models with persistent tool context, preventing conte | 30 | Claude Code | 3 | 2,480 tok |
| timescale/tiger-memory-mcp-server A simple memory implementation | 30 | Claude Code | 1 | 226 tok |
| rsdouglas/janee janee.io Secrets management for AI agents via MCP • @janeesecure | 30 | Claude Code, Codex, OpenCode | 2 | 506 tok |
| shalomeir/common-memory-bank A collection of integrated memory bank rules for AI development tools. | 30 | Claude Code | 1 | 773 tok |
| iwen-conf/apifox-mcp Apifox MCP server - lets AI assistants such as Claude manage your Apifox projects through | 30 | Codex, OpenCode | 1 | 772 tok |