44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jiadizhunine/deepPPT Lightweight agent framework for research PowerPoint generation, editable PPTX delivery, an | 29 | Codex, OpenCode | 1 | 1,300 tok |
| raintree-technology/docpull raintree.technology Local-first Python CLI and MCP server for versioned, cited context from web and document s | 29 | Codex, OpenCode | 1 | 159 tok |
| FloB95/qrcodly qrcodly.de Free and Open Source QR Code Generator | 29 | Claude Code | 1 | 2,763 tok |
| luno/luno-mcp MCP Server for the Luno Cryptocurrency API | 29 | Claude Code, GitHub Copilot | 2 | 2,278 tok |
| fayzan123/rungraph fayzan123.github.io One command turns every agent session already on your disk into a graph: subagents, tool c | 29 | Claude Code | 1 | 4,826 tok |
| igmarin/rails-agent-skills 28 Rails-specific skills + 9 workflow templates for agentic development. | 29 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 236 tok |
| SinghAbhinav04/dev-house Give Claude Code a dev team: members you create, on the models you choose, with their own | 29 | Claude Code | 1 | — |
| nirholas/ethereum-wallet-toolkit ethereum-wallet-toolkit.modelcontextprotocol.name Python toolkit for Ethereum wallets: CLI tools + Model Context Protocol (MCP) servers for | 29 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 791 tok |
| stacklok/toolhive-registry-server docs.stacklok.com Discover, govern and control access to MCP servers and agent skills across your organizati | 29 | Claude Code | 1 | 2,485 tok |
| kaael1/mcp-power-automate Local Power Automate MCP server, browser extension, and installable Codex skill. | 29 | Codex, OpenCode | 1 | 496 tok |
| Automattic/mcp-server-gravatar-remote Gravatar's official Remote MCP Server | 29 | Claude Code | 1 | 1,840 tok |
| Rubiss-Projects/spec-kit-ralph A ralph extension for spec-kit | 29 | Codex, OpenCode | 1 | 49 tok |
| starmynd-org/infinite-brain-harness | 29 | Claude Code, Codex, OpenCode | 9 | 3,454 tok |
| leenkcool/humanasllm humanasllm.anytd.com Human as Agent · Human-as-LLM gateway: turns engineers into models and provides an OpenAI- | 29 | Claude Code | 5 | 2,768 tok |
| gigsmart/haiku-method haikumethod.ai H·AI·K·U (Human + AI Knowledge Unification) — a universal lifecycle framework for structur | 29 | Claude Code | 4 | 12,922 tok |
| tumf/conflux dev.to 🚀 Spec-driven parallel coding orchestrator for AI agents | Automates OpenSpec changes wit | 29 | Claude Code, Codex, OpenCode | 11 | 7,649 tok |
| Krv-Labs/topos docs.krv.ai Structural code quality metrics for agent-written programs. | 29 | Claude Code, Codex, OpenCode | 2 | 405 tok |
| marcosmarf27/tecjustica-sigilo Anonimizador desktop de PII para textos jurídicos brasileiros (Electron + Presidio + BERT | 29 | Claude Code, Codex, OpenCode | 2 | 20,149 tok |
| bensyverson/jobs An agent-first CLI-based hierarchical task manager backed by SQLite | 29 | Claude Code, Codex, OpenCode | 2 | 5,182 tok |
| Goldppx/RockDLL DLL injector for the world of Kingdom of Locke; compatible with ReShade | 29 | Codex, OpenCode | 1 | 1,116 tok |
| SweetSophia/noosphere noosphere-memory.com A universal memory and knowledge layer for AI agents — structured enough for automation, r | 29 | GitHub Copilot | 1 | 69 tok |
| Lukie-81/RepoRelay lukie-81.github.io Secure MCP access to local repositories — without shell, Git, or arbitrary writes. | 29 | Codex, OpenCode | 1 | 384 tok |
| flashus/detrix Observe any line of running code — no restarts, no code changes, production-safe | 29 | Claude Code | 6 | 4,119 tok |
| WYRE-AI/ninjaone-mcp conduit.wyre.ai MCP server for NinjaOne — device monitoring, patching, scripting, and alert management too | 29 | GitHub Copilot | 1 | 857 tok |
| wavever/Clipth clipth.app An elegant and powerful clipboard manager designed specifically for macOS. A beautifully d | 29 | Codex, OpenCode | 1 | 2,683 tok |
| celo-org/celopedia-skills | 29 | Claude Code | 2 | 1,111 tok |
| flieber-inc/devcake DevCake — your Personal Software Factory | 29 | Codex, OpenCode | 1 | 4,061 tok |
| geckse/markdown-vdb A filesystem-native vector database built around Markdown files. For AGENTS and MEMORY in | 29 | Claude Code | 10 | 5,817 tok |
| amit-nayar/android-adb-skill AI coding agent skills for Android device automation via ADB — screenshots, UI inspection, | 29 | Codex, GitHub Copilot, OpenCode | 2 | 406 tok |
| crowdsecurity/crowdsec-skill docs.crowdsec.net Official CrowdSec skill for Claude Code & Codex: install, configure, operate and debug the | 29 | Claude Code | 1 | 2,407 tok |
| SVappsLAB/iRacingTelemetrySDK svappslab.com An iRacing SDK for C# .NET. Offers easy access to real-time telemetry data from iRacing f | 29 | Claude Code, Codex, OpenCode | 2 | 765 tok |
| dmorrill/cooking-with-claude use LLMs to streamline meal planning, prep, shopping, and execution | 29 | Claude Code | 1 | 5,464 tok |
| syahiidkamil/vibe-ai-partner-entity An AI partner with true active memory. She keeps a diary in her own voice, digests her day | 29 | Claude Code, Codex, OpenCode | 42 | 2,485 tok |
| mathworks/polyspace-agentic-toolkit The Polyspace Agentic Toolkit brings trusted Polyspace capabilities to AI agents. | 29 | Claude Code | 1 | — |
| Pupok462/open-geo pupok462.github.io How do I check brand visibility in AI? open-geo measures whether your brand shows up in Ch | 29 | Claude Code | 2 | — |
| moudrkat/steeropathy Agents that talk through model internals — activations & J-space — instead of text. No wor | 29 | Claude Code | 1 | — |
| evylegzhanin/test-second-brain | 29 | Codex, OpenCode | 1 | 1,837 tok |
| TencentCloudAgentRuntime/ags-cookbook Agent Runtime samples and scripts for quick start | 29 | Codex, OpenCode | 1 | 124 tok |
| NickZaitsev/ru-normalizr pypi.org ru-normalizr — the best Russian text normalizer without LLMs. Converts numbers, dates, tim | 29 | Codex, OpenCode | 1 | 1,649 tok |
| huqianghui/mindforge huqianghui.github.io AI, Azure, Philosophy & Engineering musings — an Obsidian-powered digital forge for deep t | 29 | Claude Code, Codex, OpenCode | 4 | 9,608 tok |
| Kahtaf/OpenCandle opencandle.app AI-powered financial analysis agent: real-time market data, multi-analyst workflows, and p | 29 | Claude Code, Codex, OpenCode | 13 | 1,590 tok |
| cmyyx/cep end.canmoe.com Endfield Planner—a toolkit for Arknights: Endfield, supporting module planning, character | 29 | Claude Code, Codex, OpenCode | 2 | 4,556 tok |
| savethepolarbears/jules-mcp-server Production-ready Model Context Protocol (MCP) server for Google Jules API. Enables autonom | 29 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,176 tok |
| TIMER-err/qml4j Render QML With Skia Backend | 29 | Claude Code | 1 | 1,031 tok |
| zensation-ai/zenbrain zensation.ai Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, | 29 | Codex, OpenCode | 1 | 1,300 tok |
| navels/neal A plan-driven, multi-agent coding loop: separate planner, coder, and reviewer roles, each | 29 | Claude Code, Codex, OpenCode | 2 | 997 tok |
| twaldin/harness Unified Python interface for invoking AI coding-agent CLIs (claude-code, opencode, codex, | 29 | Claude Code, Codex, OpenCode | 2 | 2,120 tok |
| Yakoub-ai/phaser4-gamedev phaser.io Claude Code plugin for Phaser 4 game development — 4 agents + 6 skills encoding deep Phase | 29 | Claude Code | 1 | 2,725 tok |
| rondoflow/rondoflow rondoflow.app RondoFlow is a local-first, open-source platform for visually orchestrating Claude Code AI | 29 | Claude Code | 11 | 2,116 tok |
| daidaiJ/websearch-mcpserver A lightweight self-hosted personal AI web search solution supporting baidu/tavily/exa APIs | 29 | Codex, OpenCode | 1 | 12,647 tok |