43,652 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 |
|---|---|---|---|---|
| abdulsamed1/AI-skills-bank AI Skills Bank is a unified, multi-tool platform designed to aggregate, manage, and route | 12 | Codex, OpenCode | 1 | 433 tok |
| geekjourneyx/imgcli A pure Go, Agent-oriented image post-processing CLI. Designed for scripts, Workers, and au | 12 | Codex, OpenCode | 1 | 583 tok |
| ofux/lauren Autonomous AI agent loop that keeps working through your project while you keep planning w | 12 | Claude Code | 1 | 3,213 tok |
| yshishenya/stitchflow agentskill.sh StitchFlow turns prompts into UI directions, Tailwind-friendly HTML, and screenshots acros | 12 | Codex, Gemini CLI, OpenCode | 2 | 1,013 tok |
| ngvoicu/specmint-core specmint.io Persistent, resumable specs for AI coding agents. Deep research, iterative interviews, pha | 12 | Claude Code, Codex, OpenCode | 2 | 1,427 tok |
| JSONbored/metagraphed metagraph.sh Bittensor didn't ship with a map. We drew one — chain-direct block explorer, developer reg | 12 | Claude Code, Codex, OpenCode | 2 | 1,251 tok |
| programmablehq/PROGRAMMABLE programmable.market Open launch-model infrastructure for Uniswap v4 on Ethereum. | 12 | Codex, OpenCode | 1 | 818 tok |
| GiacomoSaccaggi/scomp_link giacomosaccaggi.github.io End-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, fe | 12 | Codex, OpenCode | 1 | 1,741 tok |
| MSiccDev/ai-context-kit AI Context Kit provides a structured, instruction-based framework for context-aware AI col | 12 | Codex, OpenCode | 1 | 2,380 tok |
| ahundt/autorun Claude Code & codex plugin + Gemini cli extension to keep ai running, keep data safe, plan | 12 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,448 tok |
| BenRamins/otto Route, don't fork: a thin orchestration layer that turns overlapping AI skill libraries in | 12 | Claude Code | 1 | 1,162 tok |
| yiwen65/SkillDock Local-first Git workspace and symlink installer for AI agent skills across Claude Code, | 12 | Codex, OpenCode | 1 | 657 tok |
| PotatoDog1669/skills-hub Unify your AI skillbox. A local hub to visualize, manage, and sync skills across Antigravi | 12 | Codex, OpenCode | 1 | 963 tok |
| netresearch/go-development-skill Agent Skill: Enterprise Go development patterns - resilient services, testing | Claude Cod | 12 | Codex, OpenCode | 1 | 711 tok |
| ch1109/portable-agent-skills Three portable Agent Skills for research, repository deployment, and pre-install safety re | 12 | Codex, OpenCode | 1 | 143 tok |
| shinhyukahn/cck A plugin that enables natural use of Claude Code in Korean | 12 | Claude Code | 1 | 933 tok |
| zircote/rust-lsp Claude Code plugin for Rust development with rust-analyzer, clippy, rustfmt, and cargo-aud | 12 | Claude Code, GitHub Copilot | 2 | 778 tok |
| Ak47dev-biz/ATLAS-Career-Coach-Life-Strategist-Business-Consultant-Plugin ATLAS — Adaptive Total Life Advisory System. AI-powered career coach, life strategist, and | 12 | Claude Code | 1 | 2,427 tok |
| h315uk3/symbiosis Claude Code plugins: your extended memory + your thinking partner. Information theory & co | 12 | Claude Code, GitHub Copilot | 7 | 2,434 tok |
| liatrio-labs/claude-code-gauntlet Adversarial multi-agent code review for Claude Code. Your PR/MR runs a gauntlet of concern | 12 | Claude Code, Codex, OpenCode | 4 | 2,174 tok |
| codingSamss/all-my-ai-needs Claude Code + Codex dual-platform AI dotfiles: centrally manages skills/agents/hooks and s | 12 | Claude Code, Codex, OpenCode | 2 | 4,713 tok |
| agentweave/cortex agentweave.github.io Give your AI agents a chief of staff. | 12 | Claude Code | 1 | 463 tok |
| asiflow/claude-nexus-hyper-agent-team-light asiflow.ai Multi-agents operating system layer on top of Claude Code | 12 | Claude Code | 1 | 7,115 tok |
| AutomateLab-tech/n8n-mcp automatelab.tech Debugging-first MCP server for n8n. Tools for workflow generation, linting, per-node execu | 12 | Gemini CLI | 1 | 871 tok |
| KtKID/x-dev-pipeline Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix l | 12 | Claude Code | 1 | 3,406 tok |
| chan4lk/specclaw chan4lk.github.io 🦞 Spec-driven development framework for claude code | 12 | Claude Code | 1 | 979 tok |
| reposkein/reposkein npmjs.com Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-nativ | 12 | Codex, OpenCode | 1 | 1,779 tok |
| barleviatias/toolkit-ai npmjs.com Package manager for AI coding assistants — manage skills, agents & MCPs across Claude Code | 12 | Claude Code, Codex, OpenCode | 2 | 4,932 tok |
| cyanheads/mcp-reporter mcp-reporter is a streamlined utility that generates comprehensive capability reports for | 12 | Claude Code, Codex, OpenCode | 2 | 1,136 tok |
| tugrulguner/intpot pypi.org Define Python tools once and serve them as a Typer CLI, FastAPI app, or FastMCP server — o | 12 | Claude Code, Codex, OpenCode | 2 | 1,386 tok |
| RonieNeubauer/cli2mcp npmjs.com Wrap any CLI as a Model Context Protocol (MCP) server for Claude, ChatGPT, Cursor, Gemini | 12 | Claude Code | 1 | 1,221 tok |
| oomol-lab/dsh-oomol oomol.com OOMOL Connector for DeepSeek Harness—discover connected apps and execute Actions through p | 12 | Codex, OpenCode | 1 | 153 tok |
| ismaelkedir/knowit useknowit.dev Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Cl | 12 | Claude Code, Codex, OpenCode | 2 | 270 tok |
| Magnus-Gille/noxctl npmjs.com CLI and MCP server for Fortnox — invoices, bookkeeping, VAT, payroll, and automation | 12 | Claude Code | 1 | 698 tok |
| konteks/cli npmjs.com A local context graph for AI coding agents. | 12 | Codex, OpenCode | 1 | 1,050 tok |
| sachinshelke/codevira sachinshelke.github.io Stop re-explaining your project to AI agents every session. One memory layer for Claude Co | 12 | Claude Code, Codex, Gemini CLI, OpenCode, Windsurf | 11 | 7,837 tok |
| DataWorkersProject/dataworkers-claw-community dataworkers.io We’re build a swarm of agents for all data tasks. That anyone can use for free, open-sourc | 12 | Claude Code, Codex, OpenCode | 2 | 1,456 tok |
| badchars/github-security-mcp GitHub security posture analysis for AI agents — 39 MCP tools, 45 checks across org, repos | 12 | Claude Code | 1 | 1,080 tok |
| tygryso/hypotree pypi.org Memory that forgets: a persistent, self-revising belief-state MCP server and Python API fo | 12 | Claude Code, Codex, GitHub Copilot | 2 | 1,749 tok |
| vapvarun/wp-astro-mcp Headless WordPress MCP server — adds an Astro frontend to any WordPress site. Multi-site s | 12 | Claude Code | 1 | 1,483 tok |
| STiFLeR7/memex pypi.org Persistent memory for AI coding agents via MCP — a bitemporal knowledge graph of your code | 12 | Gemini CLI | 1 | 1,338 tok |
| byh3071-cpu/vhk yohanstudio.co VHK — a Korean CLI that organizes AI coding sessions around goals, evidence, memory, and r | 12 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 19 | 12,017 tok |
| rogelioRuiz/capacitor-mobile-claw On-device AI agent engine for mobile apps — embedded Node.js worker with Claude LLM, file | 12 | Claude Code | 1 | 584 tok |
| NimbleBrainInc/mpak mpak.dev Open-source package registry for MCP (Model Context Protocol) servers with built-in securi | 12 | Claude Code | 1 | 477 tok |
| joachimBrindeau/domain-mcp Manage Dynadot domains, DNS, renewals, and transfers from Claude, Cursor, or any MCP clien | 12 | Claude Code, Codex, OpenCode | 2 | 770 tok |
| wellknownmcp/cortex-gateway Federated MCP gateway: one OAuth 2.1-protected, spec-compliant MCP server in front of all | 12 | Codex, OpenCode | 1 | 1,061 tok |
| ApiliumCode/mayros apilium.com The governed AI agent platform: semantic memory, intelligent model routing, an MCP server, | 12 | Codex, OpenCode | 1 | 5,416 tok |
| aide-family/moon-web Moon Web is the frontend for the Moon Monitoring Platform. It uses a micro-frontend archit | 12 | Claude Code, Cursor | 5 | — |
| 33Audits/cca-audit-agent | 12 | Claude Code, GitHub Copilot | 3 | 2,036 tok |
| jarcms/wechat-smdc [Video tutorial] WeChat scan-to-order mini program | 12 | Cursor | 1 | 5,238 tok |