45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| rohansx/agidb agidb.dev A cognitive substrate for AI agents — hyperdimensional memory with first-class goals, beli | 6 | Claude Code | 20 | 1,008 tok |
| liaocaoxuezhe/FigmaX Best practics of figam-use with Codex or ClaudeCode | 6 | Claude Code, Codex, OpenCode | 6 | 1,226 tok |
| hassansaadfr/log-reader-mcp | 6 | Cursor | 2 | 1,859 tok |
| Corpusvision/agent-framework corvislabs.io Turn GitHub Copilot into a coordinated engineering team — specification-driven development | 6 | GitHub Copilot | 1 | 37 tok |
| choucrifahed/agent-plugins Public Claude Plugins for BMAD-GitHub integration and others to come | 6 | Claude Code | 1 | 141 tok |
| JoeXie/remember-me A dual-mode tool providing long-term memory management for Claude Code and other MCP clien | 6 | Claude Code | 1 | 959 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 |
| hongbietcode/claude-finance-kit claude-finance-kit.vercel.app Unified interface for stock data, market analytics, technical analysis, batch collection, | 6 | Claude Code | 1 | 2,209 tok |
| memo-fs/memofs memofs.dev File-first memory runtime for AI agents — versioned, portable, and always there when the n | 6 | Codex, OpenCode | 1 | 668 tok |
| FabianSchurig/bitbucket-cli This provides a go bitbucket cli bb-cli, an mcp server bb-mcp and a terraform provider. Al | 6 | GitHub Copilot | 4 | 2,332 tok |
| parlay-run/parlay-mcp parlay.run MCP server for prediction markets — search and compare across Polymarket, Kalshi, Limitles | 6 | Gemini CLI | 1 | 463 tok |
| OutlitAI/outlit-sdk docs.outlit.ai Outlit SDK | 6 | Claude Code, Codex, OpenCode | 11 | 1,641 tok |
| samihalawa/whatsapp-go-mcp | 6 | Claude Code | 4 | 833 tok |
| AetherWave-Studio/aetherwave-mcp Model Context Protocol server for AetherWave Studio - music, image, video, and band genera | 6 | Claude Code | 1 | 1,579 tok |
| Shan-Zhu/shuck-file Any file in, Markdown out — read only what matters. | 6 | Claude Code | 1 | 990 tok |
| thematteroftime/agentic-md-for-dummies Paper-driven molecular-dynamics framework with an AI skill that turns physics papers into | 6 | Claude Code | 2 | — |
| dbhq-uk/vela-skill skills.dbhq.uk Compiler-exact code search for Claude Code and Codex, over a SCIP index - definitions, ref | 6 | Codex, OpenCode | 1 | 1,382 tok |
| CodesWhat/portkey-admin-mcp npmjs.com Portkey Admin API control-plane MCP server with Prisma AIRS interoperability guidance | 6 | Codex, OpenCode | 1 | 103 tok |
| Hafeok/product-cli A CLI for managing a products features, test cases and ADRs - and a bit more. | 6 | Claude Code, GitHub Copilot | 9 | 9,778 tok |
| DYAI2025/Plumbline dyai2025.github.io Plumbline — a self-learning, customer-value-governed agile AI agent team for Claude Code. | 6 | Claude Code | 7 | 12,434 tok |
| Aysnc-Labs/angora getangora.org A design system and site builder powered by Claude Code | 6 | Claude Code | 3 | 840 tok |
| bkataru/powerglide bkataru.github.io the CLI coding agent that slides: Zig-powered multi-agent harness for extreme coding workf | 6 | Claude Code, Codex, OpenCode | 2 | 2,750 tok |
| serudda/fragments-vault serudda.com A vault to capture phrases, quotes, and ideas found while reading (Claude Skills) | 6 | Claude Code | 1 | 422 tok |
| HighDesertWizard/mdg Mermaid Diagram Guidelines (MDG) — a skill file that makes LLMs dramatically better at gen | 6 | Claude Code | 1 | 88 tok |
| yinjialu/ai-frontier-daily yinjialu.github.io Daily AI industry leader updates card: fetches official updates from Anthropic and others | 6 | Claude Code, Codex, OpenCode | 2 | 4,545 tok |
| AhmedHabiba/architor Structured, phase-gated architecture design powered by Claude Code. Enforces decision gate | 6 | Claude Code | 4 | 1,883 tok |
| sergeionlyart/minius_codex_lab Open-source Codex workspace, skills and verifiable-document tooling for evidence-grounded | 6 | Codex, OpenCode | 1 | 742 tok |
| MantaDigital/stingray-agent-skills stingray.fi Build and test trading strategies with Stingray from any SKILL.md-compatible agent, includ | 6 | Codex, OpenCode | 1 | 82 tok |
| Diluka/dsh-agent-plugin-market DSH (DeepSeek Harness) plugin: uses Git repositories as an agent plugin marketplace to ins | 6 | Codex, OpenCode | 1 | 2,827 tok |
| netresearch/cli-tools-skill Agent Skill for automatic CLI tool management - installs missing tools, audits environment | 6 | Codex, OpenCode | 1 | 591 tok |
| ndisisnd/msg msg-beta-fawn.vercel.app End-to-end engineering harness for Claude Code — go from planning to building to reviewing | 6 | Claude Code | 2 | — |
| Parham-dev/OpenClaw-ios appwebdev.co.uk The Missing Piece for Openclaw - iOS Control Centre | 6 | Claude Code | 1 | 4,649 tok |
| MangouArt/mangou mangou.art Bring AI Comic Director to your OpenClaw | 6 | Codex, OpenCode | 1 | 1,885 tok |
| AlessandroFare/fable-frame Universal AI agent skill: Fable Brain behavior + Karpathy agent-orchestration workflow + 5 | 6 | Codex, OpenCode | 1 | 1,338 tok |
| viacheslav-tronko/claude-code-harness Claude Code Harness | 6 | Claude Code | 1 | 8,220 tok |
| malekokour/clinpharm-pmx-skills malekokour.github.io Turn any AI agent into a clinical pharmacologist and pharmacometrician. It reviews, reconc | 6 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,501 tok |
| bpamiri/u2-mcp | 6 | Claude Code | 1 | 2,084 tok |
| martinhavel/cz-agents-mcp cz-agents.dev Czech & EU due-diligence / KYC-AML MCP servers — sanctions (EU+OFAC), insolvency (ISIR), V | 6 | Claude Code | 6 | — |
| Haaaiawd/Sequential-thinking-skills Sequential thinking for AI agents: a reusable skill and CLI runtime for stepwise reasoning | 6 | Codex, OpenCode | 1 | 1,736 tok |
| mohamedzhioua/agent-done-or-not npmjs.com Catch your AI agent lying about "done" A one-file proof-gate for Claude Code, Cursor & Cod | 6 | Claude Code, Codex, Cursor, OpenCode, Windsurf | 4 | 979 tok |
| idaibin/skills skills.sh Independent Agent Skills for repository analysis, planning, implementation, review, delive | 6 | Claude Code, Codex, OpenCode | 2 | 1,407 tok |
| northseadl/norix-skills skills.norix-dev.com Plug-and-play AI Agent skill collection — Feishu integration · Mermaid diagrams · Codex or | 6 | Codex, OpenCode | 1 | 338 tok |
| Unique-Divine/jiyuu uniquedivine.com (1) Rigorous notes and solutions for core algorithms and computing fundamentals broken dow | 6 | Codex, OpenCode | 1 | 60 tok |
| koshkinvv/ios-agent-skills 9 expert-level iOS development skills for Claude Code, Codex, and AI coding agents. SwiftU | 6 | Codex, OpenCode | 1 | 831 tok |
| electroheadfx/efx-ai-skills A beautiful TUI for discovering, previewing, and managing AI agent skills across multiple | 6 | Claude Code | 1 | 36 tok |
| feO2x/guided-coding Contains Guided-Coding related AI Skills for different Coding Agents. | 6 | Codex, OpenCode | 1 | 721 tok |
| carbonshow/intent-fluid From raw concept to finished deliverables. A collection of general-purpose autonomous meth | 6 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,685 tok |
| ucsahinn/codex-chef A cross-platform Codex setup kit with specialist agents, curated skills, safe MCP defaults | 6 | Codex, OpenCode | 1 | 352 tok |
| valkryhx/google_adk_agent a startup but not simple agent demo using google adk. | 6 | Claude Code, Codex, OpenCode | 2 | 3,204 tok |
| Andamio-Platform/coach | 6 | Claude Code, Codex, OpenCode | 2 | 1,434 tok |