32,107 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708
All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Quantweb3-com/NexusTrader nexustrader.quantweb3.ai NexusTrader is a professional-grade open-source quantitative trading platform designed by | 662 | Claude Code | 1 | 1,552 tok |
| sodiumsun/agenttrail Local observability for AI coding agents. Agenttrail Map shows project structure and activ | 662 | Claude Code, Codex, OpenCode | 2 | 1,348 tok |
| epam/ai-dial-core dialx.ai The main component of AI DIAL, which provides unified API to different chat completion and | 660 | Claude Code | 4 | 1,214 tok |
| transferwise/pipelinewise transferwise.github.io Data Pipeline Framework using the singer.io spec | 660 | Claude Code, Codex, OpenCode | 2 | 1,389 tok |
| borski/travel-hacking-toolkit AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in | 660 | Claude Code, Codex, OpenCode | 2 | 4,357 tok |
| partme-ai/full-stack-skills A free skills marketplace for full-stack development, offering various collections of prac | 660 | Claude Code, Codex, OpenCode | 2 | 2,364 tok |
| microsoft/copilot-camp Hands-on labs for extending Microsoft 365 Copilot and building custom engine agents | 660 | Claude Code, Codex, GitHub Copilot | 2 | 649 tok |
| innocommerce/innoshop innoshop.com InnoShop is an AI-powered open source e-commerce system built on Laravel 13. It supports m | 659 | Claude Code | 1 | 3,376 tok |
| automateyournetwork/netclaw An AI agent that claws through your network | 659 | Claude Code, Codex, OpenCode | 2 | 12,239 tok |
| Affitor/affiliate-skills list.affitor.com 50 AI agent skills for affiliate marketing. Research trending content, write data-backed p | 659 | Claude Code, Cursor | 2 | 1,911 tok |
| uphy/obsidian-reminder uphy.github.io Reminder plugin for Obsidian | 658 | Claude Code | 4 | 2,021 tok |
| yuanbw2025/storyforge StoryForge — AI novel writing workshop | 658 | Claude Code, Codex, OpenCode | 2 | 5,898 tok |
| callstackincubator/rozenite rozenite.dev Plug-and-play panels for React Native DevTools. Install, enable, and start debugging in mi | 656 | Claude Code, Codex, OpenCode | 2 | 440 tok |
| joaoh82/rustunnel rustunnel.com Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the | 655 | Claude Code, Codex, OpenCode | 2 | 4,372 tok |
| Gimanh/taskview-community taskview.tech TaskView is a self-hosted project and task management platform focused on clarity, ownersh | 654 | Claude Code | 1 | — |
| canboat/canboat CAN Boat provides NMEA 2000 and NMEA 0183 utilities. It contains a NMEA 2000 PGN decoder a | 653 | Claude Code, Codex, OpenCode | 2 | 9,253 tok |
| PaulDuvall/ai-development-patterns paulduvall.github.io A comprehensive collection of AI development patterns for building software with AI assist | 653 | Claude Code, Codex, OpenCode | 2 | 2,108 tok |
| crisng95/flowkit AI agent can create video content better than you. No reason why you do it manually in goo | 652 | Claude Code, Codex, Gemini CLI, OpenCode | 38 | 5,064 tok |
| spatie/freek.dev freek.dev The sourcecode of freek.dev | 652 | Claude Code | 5 | 3,946 tok |
| qhkm/zeptoclaw zeptoclaw.com Fast, small, secure, local-first personal AI assistant infrastructure: one Rust binary for | 651 | Claude Code, Codex, OpenCode | 3 | 5,852 tok |
| emiliaprotocol/emilia-protocol emiliaprotocol.ai Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned ma | 649 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,680 tok |
| universal-tool-calling-protocol/python-utcp utcp.io Official python implementation of UTCP. UTCP is an open standard that lets AI agents call | 649 | Claude Code | 1 | 871 tok |
| ruvnet/metaharness cognitum.one 🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with | 649 | Claude Code | 1 | — |
| truffle-ai/dexto dexto.ai Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs inc | 648 | Claude Code, Codex, Gemini CLI, OpenCode | 18 | 3,692 tok |
| chainbase-labs/Agentkey agentkey.app Connect your AI agent to the world — Web search, Social media, Crypto & On-chain data. One | 647 | Claude Code, Codex, OpenCode | 1 | 3,953 tok |
| modery/PowerDocu Generate technical documentation from your existing Power Platform solutions, including Fl | 645 | Claude Code, GitHub Copilot | 2 | 7,252 tok |
| PaulRBerg/foundry-template Foundry-based template for developing Solidity smart contracts | 645 | Claude Code, Codex, OpenCode | 2 | 1,487 tok |
| Doryoku1223/lunwen-skill One-click thesis first-draft Skill for undergraduate computer science students, supporting | 645 | Claude Code | 2 | — |
| corespeed-io/wechatbot wechatbot.dev WeChat iLink Bot SDK for OpenClaw/AI Agent | 644 | Claude Code, Codex | 1 | — |
| jaswdr/faker pkg.go.dev :rocket: Ultimate fake data generator for Go with zero dependencies | 644 | Claude Code | 5 | 511 tok |
| TesslateAI/OpenSail tesslate.com OpenSail is the open-source alternative to Codex App, Claude Desktop, Cursor, and Cowork f | 643 | Claude Code, Codex, OpenCode | 2 | 15,850 tok |
| xjtulyc/MedgeClaw medgeai.cn Open-source AI research assistant for biomedicine — chat to run RNA-seq, drug discovery, c | 642 | Claude Code | 1 | 2,930 tok |
| WW-AI-Lab/openclaw-office A visual monitoring and Skills development platform for the OpenClaw Multi-Agent system. E | 642 | Claude Code, Codex, Cursor, OpenCode | 14 | 2,127 tok |
| unjs/std-env Runtime Agnostic Env Info | 641 | Claude Code, Codex, OpenCode | 2 | 2,193 tok |
| VazkiiMods/Quark quark.vazkii.net Small things, improving Minecraft without changing the core gameplay. | 641 | Claude Code, Codex, OpenCode | 2 | 1,802 tok |
| membrane/api-gateway membrane-api.io Java-based API Gateway bridging legacy and modern APIs with WSDL-to-OpenAPI, SOAP-to-REST, | 641 | Claude Code | 12 | 1,824 tok |
| neondatabase/mcp-server-neon mcp-server-neon-jet.vercel.app MCP server for interacting with Neon Management API and databases | 641 | Claude Code, Codex, OpenCode | 4 | 6,325 tok |
| Pasta-Devs/Marinara-Engine spicymarinara.github.io AI frontend | 641 | Claude Code, Codex, OpenCode | 3 | 3,220 tok |
| leenbj/novel-creator-skill AI long-form novel writing system based on the file-level long-term memory Smart State mod | 641 | Claude Code | 1 | 2,376 tok |
| sparklabx/drawio-ai-kit Teach your AI to draw correct, beautiful draw.io diagrams — declarative layout engine, gro | 640 | Claude Code, Codex, OpenCode | 2 | 430 tok |
| agent37-platform/minions Mission Control for your Hermes agents | 639 | Claude Code, Codex, OpenCode | 2 | 3,488 tok |
| notnotype/neuro-book blog.notnotype.com An AI-powered IDE for long-form fiction writing, combining software engineering workflows, | 639 | Claude Code, Codex, OpenCode | 8 | 2,761 tok |
| arnabbagxd/Brand-building-skills Brand building skills for Claude Code and AI agents. strategy, naming, identity, voice, po | 639 | Claude Code, Codex, OpenCode | 2 | 703 tok |
| manojmallick/sigmap sigmap.io ~97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server | 637 | Claude Code, Codex, OpenCode | 2 | 15,631 tok |
| moona3k/macparakeet macparakeet.com Fast, private, local-first voice app for Apple Silicon Macs — dictation, file/media transc | 637 | Claude Code, Codex, OpenCode | 2 | 2,731 tok |
| h5i-dev/h5i h5i.dev Fast, red-teaming browser built for AI agents, with direct HTTP traffic control, sandboxed | 637 | Claude Code, Codex, OpenCode | 2 | 451 tok |
| SixHq/Overture Overture is an open-source, locally running web interface delivered as an MCP (Model Conte | 636 | Claude Code | 3 | 1,450 tok |
| caidaoli/kiro2api | 636 | Claude Code | 1 | 1,249 tok |
| PurCL/ASE A continuously updated collection of papers on agentic SE | 636 | Claude Code | 2 | 1,204 tok |
| marc-shade/world-intel-mcp 120-tool MCP server for real-time global intelligence: markets, SEC filings, conflict, mil | 636 | Claude Code | 1 | 2,089 tok |