43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| firyomaefx/job-application-mcp Local-first, open-source job application assistant built on the Model Context Protocol. Fr | 0 | Claude Code | 1 | 1,209 tok |
| annondeveloper/ui-kit annondeveloper.github.io Zero-dependency React component library with 147 components, 3 weight tiers (Lite/Standard | 0 | Claude Code | 1 | 2,348 tok |
| ProcIQ/MemLayer-Plugin Claude code plugin for MemLayer | 0 | Codex, OpenCode | 1 | 193 tok |
| meshe-dev/date-time-remote-mcp Remote MCP server that returns current date/time in PDT. Dockerized, no auth. | 0 | Claude Code | 7 | 240 tok |
| claboran/scribbletune-mcp-ws SCRIBBLETUNE MCP SERVER | 0 | Claude Code | 2 | 337 tok |
| martin-santiago/mcpgate Lightweight MCP gateway — aggregate, filter, and observe your MCP tools | 0 | Codex, OpenCode | 1 | 210 tok |
| donghch/mcp-epub-reader MCP Epub Reader | 0 | OpenCode | 2 | — |
| Ramhori/kjh-law-mcp KJH Law MCP - legal search MCP server (based on korean-law-mcp by chrisryugj) | 0 | Claude Code | 1 | 1,835 tok |
| ChillZone2025/prompt-forge prompt-forge-eight-cyan.vercel.app | 0 | Codex, OpenCode | 1 | 1,028 tok |
| Alparse/snip-mcp Screen snipping MCP server for Claude Code - capture screen regions directly into conversa | 0 | Claude Code | 1 | — |
| charltonmediagroup/LICampaignsMCP | 0 | Claude Code | 1 | 597 tok |
| mirni/a2a greenhelix.net Agent-to-agent payments, escrow and formal verification services | 0 | Claude Code, Codex, OpenCode | 2 | 2,022 tok |
| awaketai/postgres-mcp postgres database mcp | 0 | Claude Code | 1 | 1,947 tok |
| roshan571/playwright-mcp2 | 0 | Claude Code | 1 | 208 tok |
| tolmachov/mcp-telegram | 0 | Codex, OpenCode | 1 | 1,302 tok |
| agencd/tradingview-mcp TradingView Desktop automation via CDP — MCP server | 0 | Claude Code | 1 | 2,326 tok |
| alonf/MCPPythonDemo Python Linux diagnostics MCP lecture demo | 0 | Claude Code, Codex | 11 | — |
| MikeB317/MEMGRAPH-MCP | 0 | Codex, OpenCode | 1 | 203 tok |
| ExpertVagabond/jupiter-mcp MCP server for Jupiter Developer Platform — 17 tools covering swap, tokens, price, lend, l | 0 | Claude Code | 1 | 275 tok |
| ral197979/ava-mcp-adapter | 0 | Claude Code | 1 | 857 tok |
| sohitmahato/custom-playwright-mcp | 0 | GitHub Copilot | 1 | 717 tok |
| heecheon92/specbridge-mcp | 0 | Codex, OpenCode | 1 | 951 tok |
| MuhammadTaimur/Vault-MCP | 0 | Claude Code | 1 | — |
| jamesdowzard/godot-mcp AI-friendly MCP server for Godot 4 with Android export validator support. Forked from Codi | 0 | Claude Code | 1 | 502 tok |
| optimize-overseas/lob-mcp Model Context Protocol server for the Lob.com API. Lets LLMs verify addresses and send phy | 0 | Claude Code | 1 | 5,288 tok |
| omeryemba/mcp-hayabusa MCP server wrapping the Hayabusa Windows event log forensic analysis CLI for AI-assisted t | 0 | Claude Code | 11 | 4,790 tok |
| lorencarvalho/iterm2-mcp Give your agent access to iTerm2's Python API | 0 | Claude Code | 1 | 305 tok |
| trevoraspencer/claudecode-mcp | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,717 tok |
| justinmclean/PodlingsMCP MCP server for Apache Incubator podling lifecycle data: roster queries, reporting schedule | 0 | Codex, OpenCode | 1 | 467 tok |
| justinmclean/HealthMCP MCP server for the Apache Incubator health reports: podling commit activity, community sig | 0 | Codex, OpenCode | 1 | 449 tok |
| NTHieu002/refund-crisp-mcp MCP for refund | 0 | Claude Code | 1 | 2,203 tok |
| mcp-nexus/mcp-suite A multi-domain, auth-first MCP server giving AI agents access to financial markets, Web3/D | 0 | Claude Code, Codex, OpenCode | 2 | 4,781 tok |
| xiandan-erizo/maimemo-mcp MCP server for Maimemo study data | 0 | Claude Code, Codex, OpenCode | 2 | 1,134 tok |
| SeunghoHong/quick-reminder-mcp Reminders integration MCP | 0 | Claude Code | 1 | 513 tok |
| naumana3services-maker/mcp | 0 | Claude Code | 1 | 204 tok |
| YoshiLoL0526/mcp-toolkit | 0 | Codex, OpenCode | 1 | 636 tok |
| 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 |
| silkweave/meet Silkweave Google Meet MCP & CLI | 0 | Claude Code | 1 | 3,030 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 |
| alansmodic/pocketcasts-mcp | 0 | Claude Code | 1 | 916 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 |
| mayurnarang9099-maker/snow-azure-githubMCP | 0 | Cursor | 1 | 660 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 |
| ywf2016/steel-tester Intranet Steel Browser tester — CLI + MCP | 0 | Claude Code, Cursor | 5 | — |
| aziyakk974-bit/researchmate AI-powered Research Assistant using MCP and Semantic Scholar API | 0 | Claude Code, Codex | 5 | — |
| 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 |
| mahrukh-n8n/freedcampMCP Freecamp MCP wrapper. | 0 | Claude Code | 1 | 299 tok |