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 |
|---|---|---|---|---|
| luiscarbonel1991/nlp2sql pypi.org Natural language to SQL for Python, with pluggable databases and LLM providers (OpenAI, An | 8 | Claude Code | 5 | 1,413 tok |
| OakNinja/MakeMe Makefiles not war | 8 | Gemini CLI | 1 | 390 tok |
| organvm-iii-ergon/public-record-data-scrapper organvm-iii-ergon.github.io 50-state UCC public-records intelligence — fresh, enriched, scored MCA / financing leads v | 8 | GitHub Copilot | 2 | 2,005 tok |
| rebel0789/Memory-Recall npmjs.com Local-first repo memory and context for coding agents. | 8 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,717 tok |
| supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool | 8 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,264 tok |
| brambora69123/electrical-age-rewired A port of the classic Minecraft mod. Introducing, Electrical Age: Re-Wired! | 8 | Gemini CLI | 1 | 964 tok |
| Kuniwak/puml-parallel Composing multiple PlantUML state diagrams in parallel with synchronization events | 8 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 8 tok |
| personaxis/persona.md personaxis.com The open spec for AI Personas | 8 | Claude Code | 1 | — |
| ultra-ai-dle/frogger frogger-six.vercel.app An algorithm debugger where AI completes visualizations and explanations when the code is | 8 | Claude Code | 12 | 1,136 tok |
| jleechanorg/agent-orchestrator-ts composio.dev Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonom | 8 | Claude Code, Codex, Gemini CLI, OpenCode | 16 | 11,011 tok |
| slayer/gcon GCP TUI Console | 8 | Claude Code, Codex | 12 | 4,490 tok |
| AgntSpce/AgntSpce AgntSpce is a Multi-Agent IDE for coding agents with built in terminal output compression | 8 | Claude Code | 1 | 2,187 tok |
| thisismygitrepo/machineconfig A stack manager: a package manager, work orchestrator, dotfile manager, secrets manager, c | 8 | Claude Code, Codex, GitHub Copilot | 4 | 1,598 tok |
| SailfinIO/sailfin sfn.dev Self-hosted systems programming langauge with an effect system and compile-time capability | 8 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 42 | 11,248 tok |
| sempods/sempods-kotlin sempods.org sempods reference implementation for the JVM — pod server, identity service, hosted MCP, c | 8 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 5,174 tok |
| tabato/viral-ops Scan YouTube channels, score virality, and generate AI copy angles for your niche. Free wi | 8 | Claude Code, Gemini CLI | 2 | 843 tok |
| GregoryHo/arcforge Skill-based workflow engine for AI coding agents: planning, TDD, worktree orchestration, a | 8 | Claude Code, Codex, OpenCode | 7 | 876 tok |
| IntelliTect/EssentialCSharp.Web essentialcsharp.com The web side of essentialcsharp.com | 8 | Claude Code, Codex, GitHub Copilot | 6 | 2,331 tok |
| hybridlabor-api/bdb-dev-optimized-agent-skills A Curated AI AGENT OS – Optimized agent skills and add-ons like memB, OpenWiki, Heimdall T | 7 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 7 | 2,961 tok |
| GrillerGeek/idd-framework A process framework for teams building software with AI coding agents. Replaces Epics/Feat | 7 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,891 tok |
| shofer-dev/claude-code-live-memory shofer.dev A cheap, always-on model that learns your repo — so your agent stops re-reading it. | 7 | Claude Code, Codex, OpenCode | 2 | 1,257 tok |
| dominodatalab/domino-claude-plugin Deprecated: moved to dominodatalab/domino-ai-plugin | 7 | Claude Code, Codex, OpenCode | 1 | 5,355 tok |
| PagerDuty/claude-code-plugins PagerDuty's public repository for claude code plugins | 7 | Claude Code | 1 | 2,122 tok |
| N0zoM1z0/touhou-university n0zom1z0.github.io 幻想鄉立東方大學 — an unofficial Touhou Project fan university website | 7 | Codex, OpenCode | 1 | 1,132 tok |
| Hyperion-GPU/ProofFlow-v0.1 | 7 | Codex, OpenCode | 1 | 484 tok |
| condevtools/pr-agent pr-agent.condevtools.com AI-powered code review bot for GitHub — supports OpenAI-compatible providers. Built with T | 7 | Claude Code | 2 | — |
| ukorvl/web-of-flaws A structured library of web security flaws for humans and coding agents with vulnerable ex | 7 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 923 tok |
| boldprojekte/franke_skills Agent-first CLI that runs Codex, Claude Code, and Grok as detached coding workers, while a | 7 | Codex, OpenCode | 1 | 35 tok |
| dkstm95/hope Hope helps people take on more complex work with AI while preserving their judgment and ag | 7 | Claude Code, Codex, OpenCode | 2 | 292 tok |
| Leoyang183/sync-agents-settings Sync MCP server configs from Claude Code to Gemini CLI, Codex CLI, OpenCode, Kiro, and Cur | 7 | Claude Code, Codex, OpenCode | 2 | 2,154 tok |
| tjdrhs90/rn-launch-harness Autonomous mobile app launch harness for Claude Code, Antigravity, and Codex. Automates th | 7 | Claude Code | 1 | 926 tok |
| rloisell/rl-agents-n-skills Shared Claude Code plugin: personas, skills, and subagents for rloisell projects | 7 | Claude Code | 1 | 1,147 tok |
| assafkip/reddit-business-research Claude Code plugin: Research what Reddit says about your business, competitors, and market | 7 | Claude Code | 1 | 179 tok |
| FabianTinkl/AbletonMCP MCP server for AI-powered Ableton Live control via Claude Desktop. Features MIDI compositi | 7 | Claude Code | 1 | 872 tok |
| jakubs2623/notebooklm-skill Connect NotebookLM research with Claude to generate structured content from URLs, PDFs, an | 7 | Codex, OpenCode | 1 | 805 tok |
| paarths-collab/github-pr-context-mcp AI-Powered Repository Memory | 7 | Claude Code, Codex, GitHub Copilot, Cursor, Windsurf | 5 | 708 tok |
| Benknightdark/neo-skills neo-blog-iota.vercel.app Reusable AI Agent skills library covering software development, architecture design, code | 7 | Codex, OpenCode | 1 | 777 tok |
| Omnidim/omnidim-mcp-server omnidim.io Official MCP server for OmniDimension. Connect Claude, Cursor, and any MCP client to your | 7 | Claude Code | 1 | 492 tok |
| PierreJanineh/TechDebtMCP pierrejanineh.github.io MCP server for analyzing and managing technical debt in codebases via the Model Context Pr | 7 | Claude Code, GitHub Copilot | 7 | 8,684 tok |
| zenithpd/agent-sessions 🚀 Monitor your Claude Code sessions effortlessly on macOS with real-time status updates a | 7 | Claude Code | 1 | 25 tok |
| altmetric/altmetric-mcp MCP server for Altmetric APIs - retrieve citation metrics and research output data for AI | 7 | Claude Code, Codex, OpenCode | 2 | 3,594 tok |
| overstarry/qweather-mcp jasminides.com | 7 | Codex, OpenCode | 1 | 534 tok |
| pranav8494/team-of-agents A team of agents to support SDLC of a project. | 7 | Claude Code | 1 | 75 tok |
| hovecapital/read-only-local-mysql-mcp-server | 7 | Claude Code | 1 | 1,129 tok |
| AvinashP/AgentsAtlas Minimal workflow for building production-ready projects with Claude Code & Codex. 8 comman | 7 | Claude Code, Codex, OpenCode | 2 | 489 tok |
| ngvoicu/kluris kluris.ngvoicu.dev Kluris gives AI coding agents shared, human-curated team knowledge: git-backed brains of m | 7 | Claude Code, Codex, OpenCode | 2 | 18,340 tok |
| peppesilletti/skills AI agent skills for modern product engineers | 7 | Claude Code | 1 | 290 tok |
| geekjourneyx/gcli Production-ready Gmail read-only CLI in Go with OAuth2 login, Gmail query search, and JSON | 7 | Codex, OpenCode | 1 | 142 tok |
| kaisers-io/refs npmjs.com Gives coding agents the real source of your dependencies, not a guess. | 7 | Claude Code, Codex, OpenCode | 2 | 2,126 tok |
| claude-genasis/genasis claude-genasis.github.io Bolt-on agentic team layer for Claude Code (claude-code-plugins / claude-code-subagents) — | 7 | Claude Code | 1 | 4,742 tok |