32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989
All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| 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 |
| SalZaki/finnhub-mcp A real-time financial data streaming server built with the official Model Context Protocol | 7 | Claude Code | 1 | 5,238 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 |
| vb-nattamai/agent-ready AgentReady — Transform any legacy repo into an AI-agent-ready codebase. Generates agent-co | 7 | Claude Code, Codex, OpenCode | 2 | 5,630 tok |
| pacnpal/mcpelevator The missing MCP gateway you always wanted. Elevate MCP servers into authenticated HTTP end | 7 | Claude Code, Codex, OpenCode | 2 | 8,452 tok |
| q1ngn1ng-web/kb-rag Personal knowledge base engine: PDF/Word/EPUB → LLM entity relationship graph + hybrid ret | 7 | Claude Code, Codex, OpenCode | 11 | 1,225 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| famclaw/famclaw Self-hosted family AI gateway with parental controls. Runs on Linux, macOS, and Android (T | 7 | Claude Code, Codex, OpenCode | 3 | 5,358 tok |
| hishamkaram/codex-agent-sdk-go pkg.go.dev Go SDK for the OpenAI Codex CLI app-server transport with JSON-RPC 2.0, typed events, appr | 7 | Claude Code | 1 | 1,528 tok |
| formin/spec-kit-harness Spec Kit extension: state-externalizing research harness (budgeted exploration, evidence c | 7 | Claude Code, Codex, OpenCode | 2 | 156 tok |
| zookanalytics/gc-toolkit A Gas City pack with custom agents, formulas, and planning workflows, extending gastown | 7 | Claude Code, Codex, OpenCode | 3 | 1,178 tok |
| emullernl/abundio emullernl.github.io Abundio is a GPU-accelerated, project-centric terminal workspace for agentic development. | 7 | Claude Code | 1 | 11,273 tok |
| PlunderStruck/scip-query npmjs.com Evidence and verification for AI coding agents: map code, reuse concepts, finish migration | 7 | Claude Code, Codex, OpenCode | 4 | 720 tok |
| dsebastien/obsidian-agentic-resource-discovery-server dsebastien.github.io An Obsidian plugin that enables configuring and exposing agentic resources based on the Ag | 7 | Claude Code, Codex, OpenCode | 3 | 11,237 tok |
| mmletgo/cc-partner Local-first multi-device AI project workspace: unified management of projects, worktrees, | 7 | Claude Code, Codex, OpenCode | 2 | 12,565 tok |
| isamisushi/katamari isamisushi.github.io Terminal diff review with real LSP and stacked-PR-like review units — hover, go-to-definit | 7 | Claude Code, Codex, OpenCode | 3 | 1,638 tok |
| tslim/nexus Personal & Work AI Assistant in Pi.dev, Claude Code or opencode.ai | 7 | Claude Code, Codex, OpenCode | 21 | 4 tok |
| aihip/android-claude-code-skills android kotlin jetpack-compose claude-code openai-codex gemini-cli cursor ai-tools | 7 | Claude Code, Codex, OpenCode | 2 | 1,937 tok |
| durandom/skills | 7 | Claude Code, Codex, OpenCode | 18 | 615 tok |
| xperiun/genesis-os | 7 | Claude Code | 3 | 1,020 tok |
| agenticdevops/aoh Agentic Ops Harness | Superpowers Like AI Harness for Ops. Currently works with Hermes Age | 7 | Claude Code | 2 | 751 tok |
| ardanlabs/skills A set of AI skills useful for (Go) development | 7 | Claude Code, Codex, OpenCode | 6 | 836 tok |
| launchdarkly-labs/launchdarkly-auto-factory Early design partner prototype of fairytale | 7 | Claude Code | 1 | — |
| skills-il/health-services Claude skills for Israeli health services - pharmacy, healthcare, medical | 7 | Claude Code | 1 | 172 tok |
| yutakobayashidev/dotnix | 7 | Claude Code, Codex, OpenCode | 3 | 1,788 tok |
| GeekyAnts/geeklego geeklego.io - AI Powered Design System by GeekyAnts Team. | 7 | Claude Code, Codex, OpenCode | 5 | 8,632 tok |
| full-stack-skills/java-skills Java development best practices and conventions | 7 | Claude Code | 4 | — |
| adam-hanna/semantic-search-mcp Give claude code RAG on your codebase | 7 | Claude Code | 1 | 3,899 tok |
| MetaSearch-IO/kaito-mcp-server | 7 | Claude Code | 1 | 921 tok |
| LukeLIN-web/claude-board interactive with tens of claude code/codex, auto manage tmux | 7 | Claude Code | 1 | 757 tok |
| jstoup111/ai-conductor | 7 | Claude Code, Codex, OpenCode | 8 | 10 tok |
| kkry486/ai-learn-plugin AI-assisted learning system — a Claude Code plugin based on the Feynman learning method | 7 | Claude Code | 3 | — |
| hyperbolic-c/auto-writing | 7 | Claude Code | 1 | 767 tok |
| austinmarchese/personal-os | 7 | Claude Code | 10 | 760 tok |
| Automattic/skillsmith automattic.github.io Skill Tester & Self-Improvement Harness | 7 | Claude Code, Codex, OpenCode | 2 | 166 tok |
| forest6511/claude-code-recipes-v2 Sample code for the 2nd edition of 『Claude Code実践レシピ100本』 — v5 recipes including Agent Tea | 7 | Claude Code | 1 | — |
| learngvrk/claude-code-skills | 7 | Claude Code | 1 | 1,147 tok |