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 |
|---|---|---|---|---|
| kahflane/whatsapp-mcp Give your AI agent a WhatsApp account — an MCP server with 87 tools for reading, sending, | 7 | Claude Code | 1 | 2,220 tok |
| shalintripathi/organic-os organicos.shivaatripathi.com Run an always-on SEO/AEO growth loop on your own site with Claude: pulls GA4 and Search Co | 7 | Codex, OpenCode | 1 | 840 tok |
| satoshiman/mdsvr mdsvr.js.org Markdown folder → website. One command. Zero config. | 7 | Codex, OpenCode | 1 | 1,647 tok |
| uid13/skills skills.sh AI Agent Skills Monorepo: hq (market data queries), pp (Pinterest galleries), imagegen-mag | 7 | Codex, OpenCode | 1 | 908 tok |
| frankxai/awesome-hermes-agent-skills agentskills.io Web-first Hermes skills index and safety gate: find SKILL.md packs before you install them | 7 | Codex, OpenCode | 1 | 296 tok |
| dceoy/mt5api dceoy.github.io REST API for MetaTrader 5 for AI agents | 7 | Claude Code, Codex | 1 | — |
| zebbern/pocmap zebbern.github.io MCP-native CVE, PoC & exploit discovery toolkit (Metasploit, Nuclei, GitHub & more) | 7 | Claude Code, Codex, OpenCode | 2 | 4,679 tok |
| ytvee-dev/webdev-agent-kit ytdev.me A cross-platform frontend kit for Codex, Claude Code, Cursor, OpenCode, etc. It helps AI c | 7 | Codex, OpenCode | 1 | 1,468 tok |
| YuriyEnshin/ConfluenceImportExport CLI and MCP server for two-way syncing Confluence Server / Data Center / Cloud pages with | 7 | Claude Code, Codex, OpenCode | 4 | 1,065 tok |
| dlbolshov/yandex-wiki-search-mcp MCP server for Yandex Wiki: full-text search, pages, comments, attachments and dynamic tab | 7 | Claude Code | 6 | 4,370 tok |
| Nainish-Rai/agent-rollback Git-like undo and rollback checkpoints for OpenAI Codex CLI. Snapshot, diff, and restore f | 7 | Codex, OpenCode | 1 | 219 tok |
| vonzelle-vzt/vzt-flow Local, private, on-device voice dictation. Hold a key, talk, and the transcript lands at y | 7 | Claude Code | 5 | 4,707 tok |
| Knuckles-Team/container-manager-mcp Manage containers on docker, podman, compose, and docker swarm through an MCP Server for A | 7 | Claude Code, Codex, OpenCode | 2 | 4,535 tok |
| MadGapun/PBP Local AI job application assistant for the German-speaking job market (DACH) — job search, | 7 | Claude Code, Codex, OpenCode | 5 | 11,646 tok |
| thisis-romar/opendeck-factory Programmatically generate, edit, and pack Elgato Stream Deck profiles — MCP server + Claud | 7 | Claude Code | 4 | 1,337 tok |
| EricLortie/laborforge-release Docker-based, multi-tenant platform for autonomous AI agent ecosystems — runs on local or | 7 | Claude Code, Codex, OpenCode | 2 | 4,536 tok |
| VMAFx/vmafx vmafx.dev VMAFx: perceptual video quality assessment (VMAF), GPU-accelerated and SIMD-tuned. CUDA, S | 7 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf | 53 | 11,533 tok |
| nvdigitalsolutions/mcp-ai-wpoos nvdigitalsolutions.com NV Digital Open Operator System (NV oOS) is an Object-Oriented AI Framework/Harness for Wo | 7 | Codex, GitHub Copilot, OpenCode | 2 | 11,098 tok |
| sandraschi/openclaude-mcp FastMCP 3.2 server plus Webapp for using the leaked Claude Code locally with ollama and op | 7 | Claude Code, Codex, OpenCode | 2 | 386 tok |
| atlyslabs/gideon engineering.atlys.com Open-source AI work assistant. Connects to Gmail, Slack, Calendar, Notion, Linear and GitH | 7 | Codex, OpenCode | 1 | 4,243 tok |
| SalZaki/finnhub-mcp A real-time financial data streaming server built with the official Model Context Protocol | 7 | Claude Code | 1 | 5,238 tok |
| nolainjin/paper-verify pypi.org Standalone citation fact-checking tool for markdown/docs — extract, fetch, judge, score, r | 7 | Codex, OpenCode | 1 | 588 tok |
| p18a/mcp-ruoka An MCP server for grocery & alcohol search in Finland | 7 | Claude Code | 1 | 365 tok |
| 4DA-Systems/Victauri 4da-systems.github.io X-ray vision and hands for AI agents inside Tauri apps — DOM, IPC, Rust backend, and datab | 7 | Claude Code | 1 | 36,606 tok |
| quangdang46/livekit_agent_simulator Black-box LiveKit voice agent testing: real WebRTC/SIP calls with an AI caller. Catch barg | 7 | Codex, OpenCode | 1 | 4,436 tok |
| dinpd/AgentAction agentaction.dev Trust infrastructure for autonomous AI agents: decision assurance, action authorization, r | 7 | Codex, OpenCode | 1 | 586 tok |
| Dicklesworthstone/franken_snowflake Clean-room, Rust-first, Asupersync-native Snowflake SQL API connector for coding agents: d | 7 | Codex, OpenCode | 1 | 3,681 tok |
| pacnpal/mcpelevator The missing MCP gateway you always wanted. Elevate MCP servers into authenticated HTTP end | 7 | Claude Code, Codex, OpenCode | 2 | 8,309 tok |
| meghal86/promptsonar promptsonar.vercel.app Static security scanner for AI prompts, MCP configs, and agent workflows. Zero LLM calls. | 7 | Claude Code, Codex, OpenCode | 3 | 2,929 tok |
| joshsmithxrm/power-platform-developer-suite joshsmithxrm.github.io Pro-grade tooling for Power Platform developers | 7 | Claude Code, GitHub Copilot | 30 | 1,152 tok |
| archimedes-run/omniHarness archimedes.run OmniHarness is an open-source super agent harness that orchestrates sub-agents, persistent | 7 | Claude Code, Codex, GitHub Copilot | 12 | 1,717 tok |
| appautomaton/pi-arcweld appautomaton.com Pi Arcweld, an auditable local workspace for Pi: pinned upstream source, curated extension | 7 | Codex, OpenCode | 1 | 1,146 tok |
| strands-compose/sdk-python Zero-code YAML-driven agent orchestration over strands-agents | 7 | Claude Code, Codex, Kiro, OpenCode | 4 | 1,171 tok |
| owncloud/ocis-mcp-server MCP server exposing ownCloud Infinite Scale (oCIS) as 80 AI-accessible tools | 7 | Claude Code, Codex, OpenCode | 2 | 661 tok |
| gitayg/appCrane appcrane.dev Self-hosted PaaS with an MCP control plane: your AI agent deploys, inspects and rolls back | 7 | Claude Code | 1 | 742 tok |
| eddmann/whatsapp-mcp MCP server enabling LLMs to interact with WhatsApp - send messages with fuzzy name matchin | 7 | Claude Code | 2 | 2,608 tok |
| jianchen08/Agent-os-open A highly configurable, self-evolving AI Agent operating system with plugin pipeline, multi | 7 | Codex, OpenCode | 1 | 3,921 tok |
| mocaOS/cortex-app docs.cortex.eco Institutional memory for the agentic era. Open-source GraphRAG knowledge base: documents i | 7 | Claude Code, Codex, OpenCode | 3 | 948 tok |
| coolight7/agentxx C++ AI Agent like langgraph. Supports embedding in regular programs to extend them with AI | 7 | Codex, OpenCode | 1 | 30,635 tok |
| plugin87/figma-remote-server Figma MCP server — 46 tools for design system analysis, token extraction, accessibility au | 7 | Claude Code | 1 | — |
| sabbour/agentweaver sabbour.me Run an AI agent on a task inside a sandboxed git worktree, stream every step live, and gat | 7 | Claude Code, Codex, GitHub Copilot, OpenCode | 59 | 1,009 tok |
| jeremylongshore/intent-outreach demos.intentsolutions.io Model-agnostic, Claude-Code-native SDR orchestrator: research → enrich → outreach over you | 7 | Claude Code, Codex, OpenCode | 5 | 5,526 tok |
| SukramJ/openccu-loom sukramj.github.io Standalone Go daemon bridging Homematic / HomematicIP — CCUs and openccu-lite — to MQTT (H | 7 | Claude Code | 9 | 10,936 tok |
| kdpa-llc/mcp-compression-proxy Local MCP gateway with progressive tool discovery, description compression, and controlled | 7 | Claude Code | 1 | 2,079 tok |
| mdlopresti/mealie-mcp Model Context Protocol (MCP) server for Mealie recipe management, meal planning, and shopp | 7 | Claude Code | 3 | 1,824 tok |
| DeconBear/vibe-analog AI-powered interactive circuit design workflow — from natural language requirements to ver | 7 | Claude Code, Codex, OpenCode | 2 | 632 tok |
| WAHIB-EL-KHADIRI/AgentOS Runtime infrastructure for AI agents — lifecycle, supervision, secrets, and deterministic | 7 | Codex, OpenCode | 1 | 409 tok |
| Agile-V/agentic_agile_v agile-v.org 🚀 Agentic Agile V Scaffold - Production-ready template for verifiable AI-augmented engine | 7 | Codex, OpenCode | 1 | 889 tok |
| tzxzhaohao/cesiumDesign tzxzhaohao.github.io Framework-neutral Cesium effects SDK for WebGIS dashboards, digital twins, and AI-assisted | 7 | Codex | 1 | — |
| llehouerou/go-garmin Go client library and CLI for the Garmin Connect API with MCP server for LLM integration | 7 | Claude Code | 1 | 1,506 tok |