22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| lets-mica/mica-admin dreamlu.net A low-code administration backend based on the open-source mica toolkit, using Maven, Spri | 7 | Claude Code, Codex, OpenCode | 5 | 5,742 tok |
| trycompai/evie evie-landing-two.vercel.app | 7 | Claude Code, Codex, OpenCode | 20 | 3,653 tok |
| ericxuzhesheng/Convertible-Bond-Pricing-Research This project builds an absolute pricing framework for Chinese convertible bonds using BS a | 7 | Codex, OpenCode | 1 | 3,893 tok |
| miserylee/webnovel-handbook AI-agent handbook for Chinese webnovel writing workflows | 7 | Codex, OpenCode | 1 | 2,318 tok |
| dosoos/Catpasswd-Hash-Extract Catpasswd Hash Extract Tool | 7 | Codex, OpenCode | 1 | 223 tok |
| Habsaec/inpx-book-reader INPX Book Reader — Android client for INPX Library Server (Capacitor + Foliate) | 7 | Claude Code, Codex, Cursor, OpenCode | 19 | 5,715 tok |
| spectra-g/scratch-tabs | 7 | Claude Code, Codex, OpenCode | 2 | 1,210 tok |
| shuotao/NAVISWORK_MCP | 7 | Claude Code, Codex, OpenCode | 2 | 2,320 tok |
| jasonrr/herdr-tally Project-scoped todos & scratchpads for you and your agents. | 7 | Claude Code, Codex, OpenCode | 3 | 2,010 tok |
| scorbo2/mcp-light An extremely lightweight MCP server implementation for Java applications. | 7 | Codex, GitHub Copilot, OpenCode | 2 | 1,386 tok |
| WhiteGiverMa/meme-skills A collection of meme skills maintained according to the current agent skills open standard | 7 | Codex, OpenCode | 1 | 1,989 tok |
| MiiKiyoshi/tex-mcp-web Agentic-first PDF review for LaTeX papers: live web viewer, comment queue, and MCP server | 7 | Codex, OpenCode | 1 | 21 tok |
| xiaoxiao341/Chat2Agent An open-source bridge suite that gives the ChatGPT web client local workspace capabilities | 7 | Codex, OpenCode | 1 | 275 tok |
| AncientiCe/palace-rs Local-first memory for coding agents — MCP server, single SQLite file, local embeddings | 7 | Claude Code, Codex, OpenCode | 2 | 2,694 tok |
| gelse/ssh-mcp Containerized MCP server exposing SSH command execution and SFTP file transfer as tools ov | 7 | Codex, OpenCode | 1 | 3,377 tok |
| sunglasses-dev/sunglasses sunglasses.dev Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, i | 7 | Claude Code, Codex, OpenCode | 2 | 1,698 tok |
| sanity-io/context sanity.io Tools for building AI agents with structured access to Sanity content | 7 | Claude Code, Codex, OpenCode | 2 | 1,320 tok |
| cyanheads/open-meteo-mcp-server npmjs.com Geocode places, fetch global weather forecasts, ERA5 historical climate, marine conditions | 7 | Claude Code, Codex, OpenCode | 2 | 14,074 tok |
| tinhien11/remem-mcp Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph | 7 | Claude Code, Codex, OpenCode | 1 | 3,914 tok |
| agentprism/agentprism-workflows agentprism.com AgentPrism Workflows — run dynamic agent()/parallel()/pipeline() workflow scripts over any | 7 | Claude Code, Codex, OpenCode | 4 | 1,710 tok |
| Novadiem-Studio/bureau thebureau.dev Novadiem's agentic engineering system for complex software work, with isolated specialists | 7 | Claude Code, Codex, OpenCode | 2 | 6,348 tok |
| matskevich/tg-mcp-guarded dual-plane telegram mcp: read-only analytics + guarded actions with anti-spam and block-ri | 7 | Claude Code, Codex, OpenCode | 2 | 2,847 tok |
| Ramsbaby/jarvis-board Real-time AI agent collaboration board — agents post decisions, issues & discussions via R | 7 | Claude Code, Codex, OpenCode | 2 | 957 tok |
| borgius/kanban-lite borgius.github.io A kanban board for your codebase. Features stored as markdown. | 7 | Claude Code, Codex, GitHub Copilot, OpenCode | 29 | 1,590 tok |
| alilee/cranelisp Statically typed, jit compiled, pure functional lisp | 7 | Claude Code, Codex, GitHub Copilot, OpenCode | 18 | 6,595 tok |
| bybren-llc/rendertrust RenderTrust™ is an open‑source standard Edge-AI Fabric that balances privacy, security, an | 7 | Claude Code, Codex, Gemini CLI, OpenCode | 75 | 5,888 tok |
| erlef-cna/varsel Varsel is the software behind the EEF CNA. | 7 | Claude Code, Codex, OpenCode | 2 | 22,996 tok |
| TryGhost/Deploy Shipit plugin that deploys internal Ghost projects to servers over SSH | 7 | Claude Code, Codex, OpenCode | 2 | 1,307 tok |
| supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool | 7 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,264 tok |
| hybridlabor-api/bdb-dev-optimized-agent-skills A Curated AI AGENT OS – Optimized agent skills and add-ons like memB, OpenWiki, Heimdall T | 6 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 7 | 2,961 tok |
| ainetx/FDD Feature Driven Design AI Framework | 6 | Codex, OpenCode | 1 | 1,040 tok |
| GrillerGeek/idd-framework A process framework for teams building software with AI coding agents. Replaces Epics/Feat | 6 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 5,506 tok |
| Kripu77/software-factory Lanes, tickets, and a human merge. Runner and telemetry are plugs. | 6 | Codex, OpenCode | 1 | 1,052 tok |
| cyanseek/dsh-landscape Agent-first DeepSeek Harness plugin intelligence: verify existing plugins, identify missin | 6 | Codex, OpenCode | 1 | 190 tok |
| fantay0312/ida-pro-mcp-plus Enhanced IDA Pro MCP Server - multi-instance broker + bulk export for AI analysis | 6 | Claude Code, Codex, OpenCode | 2 | 2,263 tok |
| orifisher2/sqlike sqlike.com MCP server and CLI for sqlike: deterministic SQL analysis and query-equivalence checking. | 6 | Codex, OpenCode | 1 | 560 tok |
| New1Direction/webmcp-anything wmcp.sh Turn any URL into agent-callable MCP tools. One spec-compliant MCP server endpoint, no per | 6 | Codex, OpenCode | 1 | 4,267 tok |
| fulcradynamics/fulcra-context-mcp | 6 | Codex, OpenCode | 1 | 2,997 tok |
| memo-fs/memofs docs.memofs.dev File-first memory runtime for AI agents — versioned, portable, and always there when the n | 6 | Codex, OpenCode | 1 | 646 tok |
| SunrisesIllNeverSee/sigrank-app signalaf.com SigRank SignalAF — AI operator evaluation leaderboard. Ranks how efficiently you use AI by | 6 | Claude Code, Codex, OpenCode | 4 | 3,652 tok |
| wklm/beacio-sdk beacio.com Web Bluetooth SDK for iOS Safari — https://beacio.com | 6 | Codex, Cursor, OpenCode | 2 | 1,348 tok |
| OutlitAI/outlit-sdk docs.outlit.ai Outlit SDK | 6 | Claude Code, Codex, OpenCode | 12 | 2,543 tok |
| bobberrisford/affiliatemcp affiliate network MCPs and skills | 6 | Claude Code, Codex, OpenCode | 11 | 6,026 tok |
| austin-starks/nexustrade-ts nexustrade.io Typed TypeScript SDK for NexusTrade portfolio authoring, backtesting, and optimization | 6 | Claude Code, Codex, OpenCode | 2 | 4,004 tok |
| Zarl-prog/Smart-git-commit Stop writing "fix stuff". AI agent skill for gold-standard git commits across Claude Code, | 6 | Codex, OpenCode | 1 | 527 tok |
| dbhq-uk/vela-skill dbhq.uk Claude Code and Codex skill for compiler-exact .NET code search - references, callers and | 6 | Codex, OpenCode | 1 | 1,318 tok |
| zzhang82/Agent-Memory-Bridge glama.ai Persistent engineering memory for coding agents over MCP. | 6 | Codex, OpenCode | 1 | 1,089 tok |
| richfrem/agent-plugins-skills Agentic OS Control Plane: governed, continuously improving execution for AI coding agents— | 6 | Codex, OpenCode | 1 | 19,913 tok |
| CodesWhat/portkey-admin-mcp npmjs.com Portkey Admin API control-plane MCP server with Prisma AIRS interoperability guidance | 6 | Codex, OpenCode | 1 | 71 tok |
| jojoprison/mnemo Persistent memory layer for Claude Code and Codex — your Obsidian vault on autopilot. Seve | 6 | Claude Code, Codex, OpenCode | 2 | 1,018 tok |