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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| timurgaleev/vibestack vibestack is a portable skill pack for AI coding agents. Slash commands like /office-hours | 6 | Claude Code | 1 | 3,433 tok |
| uid13/skills skills.sh AI Agent Skills Monorepo: hq (market data queries), pp (Pinterest galleries), imagegen-mag | 6 | Codex, OpenCode | 1 | 908 tok |
| jenreh/harmonyhub-py Local control of the Logitech Harmony Hub: library, CLI, and MCP server | 6 | Claude Code, Codex, OpenCode | 6 | 1,355 tok |
| dotnetpower/infomesh 🕸️ Fully decentralized P2P search engine for LLMs — no API key, no billing, forever free. | 6 | GitHub Copilot | 1 | 13,682 tok |
| sw23/fp-conv sw23.github.io Floating Point Conversion Calculator. Convert between FP, Int, and custom data types via t | 6 | Claude Code, Codex | 1 | — |
| baixianger/phantom-canvas Your Gemini web app as a service — turn the free Gemini web interface into a programmable | 6 | Codex, OpenCode | 1 | 257 tok |
| lelabdev/rag-ferrite Personal RAG engine — simple, fast, Rust. One binary (15 MB), one DB, native collections. | 6 | Codex, OpenCode | 1 | 3,535 tok |
| ober37/ac-infinity-mcp ober37.github.io MCP server for AC Infinity grow controllers. AI agent integration for climate monitoring, | 6 | Claude Code | 1 | 4,857 tok |
| claude-world/claude-101 claude-world.com 27 practical AI tools (MCP server + CLI) — real computation for writing, analysis, coding, | 6 | Claude Code | 2 | — |
| dlbolshov/yandex-wiki-search-mcp MCP server for Yandex Wiki: full-text search, pages, comments, attachments and dynamic tab | 6 | Claude Code | 6 | 3,446 tok |
| Nainish-Rai/agent-rollback Git-like undo and rollback checkpoints for OpenAI Codex CLI. Snapshot, diff, and restore f | 6 | Codex, OpenCode | 1 | 219 tok |
| ali-ulu/huqan huqan.com Local-first verification layer for AI agents: evidence, provenance, policy gates, human ap | 6 | Claude Code, Codex, OpenCode | 2 | 1,113 tok |
| HalemoGPA/whatsapp-mcp-server Authenticated, self-hosted WhatsApp MCP server that serves 96 tools for the token cost of | 6 | Claude Code | 4 | 2,392 tok |
| MadGapun/PBP Local AI job application assistant for the German-speaking job market (DACH) — job search, | 6 | Codex, OpenCode | 1 | 1,289 tok |
| see-quick/strimzi-mcp-server Manage and troubleshoot Strimzi Kafka on Kubernetes using AI. MCP server with support for | 6 | Claude Code | 1 | — |
| EricLortie/laborforge-release Docker-based, multi-tenant platform for autonomous AI agent ecosystems — runs on local or | 6 | Claude Code, Codex, OpenCode | 2 | 4,536 tok |
| sandraschi/openclaude-mcp FastMCP 3.2 server plus Webapp for using the leaked Claude Code locally with ollama and op | 6 | Claude Code, Codex, OpenCode | 2 | 386 tok |
| badchars/mcp-security-scanner npmjs.com 55-tool MCP server for security scanning of MCP servers. Runtime inspection, AST-based SAS | 6 | Claude Code | 1 | 442 tok |
| nolainjin/paper-verify pypi.org Standalone citation fact-checking tool for markdown/docs — extract, fetch, judge, score, r | 6 | Codex, OpenCode | 1 | 588 tok |
| p18a/mcp-ruoka An MCP server for grocery & alcohol search in Finland | 6 | Claude Code | 1 | 365 tok |
| charliezstong/nutri-mcp nutri-mcp.com MCP server for nutritional data - query 4M+ food products from Open Food Facts, USDA & Nut | 6 | Claude Code | 1 | — |
| Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v | 6 | Claude Code, Codex, OpenCode | 2 | 2,698 tok |
| insciqq/AIQSA Self-hosted, model-agnostic AI workspace: OpenAI, Anthropic, Gemini, OpenRouter, and OpenA | 6 | Claude Code, Codex, OpenCode | 2 | 972 tok |
| bigduu/Zenith Nine-submodule workspace for a local-first AI system: Bamboo runtime, Lotus/Bodhi UX, Jian | 6 | Claude Code, Codex, OpenCode | 2 | 3,504 tok |
| Dicklesworthstone/franken_snowflake Clean-room, Rust-first, Asupersync-native Snowflake SQL API connector built for coding age | 6 | Codex, OpenCode | 1 | 3,098 tok |
| MrBildo/collattice Collattice — a lightweight, self-hosted kanban board built for human-agent collaboration. | 6 | Claude Code, Codex | 2 | 13,330 tok |
| meghal86/promptsonar promptsonar.vercel.app Static security scanner for AI prompts, MCP configs, and agent workflows. Zero LLM calls. | 6 | Claude Code, Codex, OpenCode | 3 | 2,929 tok |
| MohmmedAshraf/symbiote Symbiote bonds with your AI tools — giving them memory, context, and your coding DNA. | 6 | Claude Code | 1 | 988 tok |
| andalabx/ember Lightweight headless browser for AI agents | 6 | Codex, OpenCode | 1 | 1,804 tok |
| vucinatim/air-jam airjam.io Open-source framework for phone-controller multiplayer party games, built for AI-assisted | 6 | Claude Code, Codex, OpenCode | 2 | 2,897 tok |
| Ducksss/LifeHack-2026 visa-woven.vercel.app Woven — an MCP commerce app for ChatGPT and Codex that builds compatible, in-stock carts a | 6 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,009 tok |
| polydera/lunar lunar.polydera.com Browser-based geometry processing. AI-controllable via MCP. Powered by trueform. | 6 | Codex, OpenCode | 1 | 5,767 tok |
| itallstartedwithaidea/gemini-cli-googleadsagent googleadsagent.ai Google Ads commands & AI agent skills for Gemini CLI — analyze campaigns, audit accounts, | 6 | Claude Code, Gemini CLI | 8 | 1,084 tok |
| egarcia74/warp-sql-server-mcp egarcia74.github.io 🗄️ Model Context Protocol (MCP) server for SQL Server integration with Warp terminal. Exe | 6 | Codex, GitHub Copilot, OpenCode | 3 | 1,578 tok |
| strands-compose/sdk-python Zero-code YAML-driven agent orchestration over strands-agents | 6 | Codex, Kiro, OpenCode | 3 | 974 tok |
| gitayg/appCrane glick.run Self-hosted PaaS with an MCP control plane: your AI agent deploys, inspects and rolls back | 6 | Claude Code | 1 | 459 tok |
| JiuTian-dev/SupplyChainCortex An AI Agent that analyzes your supply chain.Ask questions. Agent analyzes data across inve | 6 | Claude Code, Codex, OpenCode | 41 | 2,191 tok |
| koul777/NCScope NCS-based job posting analysis and interview question generation system | 6 | Claude Code | 3 | — |
| mocaOS/cortex-app docs.cortex.eco Institutional memory for the agentic era. Open-source GraphRAG knowledge base: documents i | 6 | Claude Code | 2 | 2,389 tok |
| guitaripod/wwdc-sessions Agent-native knowledge base of Apple WWDC sessions (2014-2026, Tech Talks, Meet with Apple | 6 | Codex, OpenCode | 1 | 1,264 tok |
| samonti86/jarvis Always-on Windows voice assistant with a 36-tool agentic layer (Claude). Local wake word + | 6 | Claude Code | 1 | 9,033 tok |
| mgh3326/auto_trader LLM agent trades KR/US stocks & crypto behind a deterministic safety layer — approval gate | 6 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 8,277 tok |
| xlisp/clojure-android-demo Clojure 1.13 Android Demo | 6 | Claude Code | 1 | 1,508 tok |
| coolight7/agentxx C++ AI Agent like langgraph. Supports embedding in regular programs to extend them with AI | 6 | Codex, OpenCode | 1 | 4,730 tok |
| Agent-Hellboy/mcp-runtime A manager,registry,broker, and infrastructure to manage , deploy, govern, and use MCP serv | 6 | Claude Code, Codex, OpenCode | 4 | 2,652 tok |
| jeremylongshore/intent-outreach demos.intentsolutions.io Model-agnostic, Claude-Code-native SDR orchestrator: research → enrich → outreach over you | 6 | Claude Code, Codex, OpenCode | 5 | 2,996 tok |
| tddh/clum Secure infrastructure for AI agents operating Linux hosts — persistent terminal sessions p | 6 | Codex, OpenCode | 1 | 866 tok |
| guimatheus92/social-knowledge-base Turn social-media creators' videos into a searchable, curated knowledge base — Next.js dow | 6 | Claude Code | 1 | 2,490 tok |
| clash-art/clash clash.video Where agents co-create, humans are welcome too. | 6 | Claude Code, Codex, OpenCode | 2 | 4,797 tok |
| tarunkorat/claude-linkedin-post-creator AI-powered LinkedIn post generator for Claude Code. Reads your live profile, researches to | 6 | Claude Code | 8 | 690 tok |