22,224 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717
All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| govindgnair23/redflag-mcp MCP Server for AML red flags | 0 | Claude Code, Codex, OpenCode | 2 | 1,927 tok |
| juice094/devbase The open-source World Model Compiler for developer workspaces. One engine for code context | 0 | Claude Code, Codex, OpenCode | 2 | 7,464 tok |
| michaeljabbour/video-mcp Multi-provider video generation MCP server (Google Veo 3.1 primary; Grok Imagine + Sora 2 | 0 | Codex, OpenCode | 1 | 688 tok |
| Kaskad-Lending/kaskad-mcp kaskad.app MCP server for Kaskad Protocol - supply, borrow, repay, withdraw, stake, claim rewards, an | 0 | Codex, OpenCode | 1 | 5,245 tok |
| TICnine/autotask-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 59 | 22,920 tok |
| LEO0047/line-chat-advisor-mcp-ai-assistant Read-only LINE chat context and reply advisor for ChatGPT Remote, Codex, and MCP-compatibl | 0 | Codex, OpenCode | 1 | 804 tok |
| Clueless-Creations/google-play-store-mcp Secure, dry-run-first Google Play Store listing automation for CLI and MCP agents | 0 | Claude Code, Codex, OpenCode | 2 | 533 tok |
| dyuhaus/dy-mcp-demo Public, unauthenticated demo of dy-mcp (MCP personal-context server). Resets hourly. Live | 0 | Claude Code, Codex, OpenCode | 2 | 1,748 tok |
| dragonheart8787/opendata-mcp | 0 | Codex, OpenCode | 1 | 13,652 tok |
| dev-sathya17/mcp-server-python-mrt1npyt Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| JustWang1110/jira-toolkit MCP integrating JIRA capabilities | 0 | Codex, OpenCode | 1 | 346 tok |
| Renoyz/renpy-mcp-creator | 0 | Codex, OpenCode | 1 | 1,543 tok |
| Marciommc/warden Constitutional runtime for AI agents — agents cannot mint their own authority | 0 | Codex, OpenCode | 1 | 762 tok |
| GhadiSaab/ctx-memory Universal memory layer for AI coding agents, persist context across sessions and switch se | 0 | Claude Code, Codex, OpenCode | 2 | 3,948 tok |
| lluvr/frame-check blog.clarethium.com Structural framing analysis as an MCP server with deterministic detection. The caller's ag | 0 | Codex, OpenCode | 1 | 1,538 tok |
| wojtekkura/purple-mcp Purple AI MCP Server - Access SentinelOne Services with any MCP client | 0 | Claude Code, Codex, OpenCode | 2 | 4,656 tok |
| liuqihonggit/mcp-cli-bridge | 0 | Claude Code, Codex, OpenCode | 5 | 6,593 tok |
| CarlDog/plex-mcp MCP server for Plex Media Server, packaged as a Docker container | 0 | Claude Code, Codex, OpenCode | 2 | 4,446 tok |
| CarlDog/downloader-mcp MCP server for download clients (SABnzbd, qBittorrent), packaged as a Docker container | 0 | Claude Code, Codex, OpenCode | 2 | 4,288 tok |
| CarlDog/servarr-mcp MCP server for the Servarr stack (Sonarr, Radarr, Lidarr, Readarr, Prowlarr), packaged as | 0 | Claude Code, Codex, OpenCode | 2 | 5,186 tok |
| drasticstatic/robinhood-mcp Robinhood MCP — Fortuna trading system working copy. Upstream: verygoodplugins/robinhood-m | 0 | Claude Code, Codex, OpenCode | 2 | 3,096 tok |
| benzkittisak/claude-codex-mcp | 0 | Codex, OpenCode | 1 | 8 tok |
| Hamid-K/avanza-mcp A TUI client for Avanza, developed mainly as an interface for LLM based automation in trad | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 24 tok |
| Yeom/yummy-research-mcp | 0 | Codex, OpenCode | 1 | 203 tok |
| BradMorphsters/tuskledger-mcp tuskledger.com Model Context Protocol server for Tusk Ledger — gives your AI assistant typed access to yo | 0 | Codex, OpenCode | 1 | 1,179 tok |
| jaredmoskowitz/imessage-mcp Read-only macOS MCP server for iMessage (chat.db) with contact name resolution — use with | 0 | Codex, OpenCode | 1 | 773 tok |
| fukui-yuto/vsphere-mcp MCP for vSphere operations | 0 | Claude Code, Codex, OpenCode | 7 | 741 tok |
| thana0623/pmcp-server prompts-mcp-server | 0 | Claude Code, Codex, OpenCode | 28 | 2,166 tok |
| scottlz0310/mcp-resource-subscriber The subscriber wrapper does not change the client's native MCP capability. Instead, it pro | 0 | Codex, OpenCode | 1 | 5,126 tok |
| red-cars-io/clinical-trials-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 5,985 tok |
| ahmedekramalsada/linkedin-mcp | 0 | Codex, OpenCode | 1 | 420 tok |
| gregpriday/techlead-mcp | 0 | Codex, OpenCode | 1 | 57 tok |
| srzh20/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| LCV-Ideas-Software/ultrabrain-mcp ultrabrain-mcp.lcv.dev UltraBrain MCP Server | 0 | Claude Code, Codex, OpenCode | 2 | 2,250 tok |
| nazar256/firefox-relay-mcp Stateless MCP gateway for Firefox Relay on Cloudflare Workers with OAuth Authorization Cod | 0 | Codex, OpenCode | 1 | 193 tok |
| jonowhyman/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| ghul0/club-mcp Read-only MCP access to Hyper Human Club / Fluent Community REST API | 0 | Codex, OpenCode | 1 | 410 tok |
| Flomenco-Inc/flo-plugin Flo MCP plugin for Claude — connects Claude to the Flo AI media platform | 0 | Claude Code, Codex, OpenCode | 2 | 1,488 tok |
| randallt21/monarch-money-mcp Autonomous Monarch Money management toolkit | 0 | Claude Code, Codex, OpenCode | 2 | 2,164 tok |
| asit-piri/Agentic-Knowledge-To-Action An AI Gateway and registry layer that unifies MCP, A2A, REST, and gRPC services behind a s | 0 | Claude Code, Codex, OpenCode | 2 | 3,304 tok |
| Destiner/faucet-mcp Token Faucet MCP | 0 | Claude Code, Codex, OpenCode | 2 | 1,724 tok |
| DimitrisPasakaleris/whatsapp-mcp WhatsApp MCP | 0 | Claude Code, Codex, OpenCode | 2 | 2,178 tok |
| cledupe/mcp-csv | 0 | Claude Code, Codex, OpenCode | 11 | 1,414 tok |
| ParkviewLab/flint-slating mcp server | 0 | Claude Code, Codex, OpenCode | 2 | 1,004 tok |
| mohamadalhusseinie/openmembrane | 0 | Codex, OpenCode | 1 | 1,033 tok |
| SebAustin/mcp-financial-data MCP server (2025-11-25) for SEC EDGAR + FRED + Polygon with OAuth 2.1, citation-grounded 1 | 0 | Codex, Cursor, OpenCode | 2 | 2,393 tok |
| thehzuo/gui-mcp A MCP for dynamic html generation and rendering | 0 | Codex, OpenCode | 1 | 345 tok |
| ariri48/dooray-mcp Dooray MCP Server for Claude Code | 0 | Codex, OpenCode | 1 | 501 tok |
| dugynoo/huly-mcp npmjs.com Complete MCP server for Huly project management with 209 tools across 23 categories. Suppo | 0 | Claude Code, Codex, OpenCode | 4 | 1,527 tok |
| HyperHeroX/user-feedback-web Web version of the user-feedback MCP Tool | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 9 | 4,537 tok |