22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| mtbun/storeshots-mcp npmjs.com Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefi | 20 | Claude Code, Codex, OpenCode | 2 | 1,337 tok |
| ginkida/rustyhand Agent OS in Rust — one binary, 37 agents, 26 LLM providers, 37 channels (Telegram/Discord/ | 20 | Codex, OpenCode | 1 | 611 tok |
| pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with | 20 | Claude Code, Codex, OpenCode | 2 | 5,174 tok |
| agent-receipts/obsigna agentreceipts.ai Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 2,369 tok |
| openmaster-ai/clawmaster Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital pe | 20 | Claude Code, Codex, OpenCode | 2 | 4,304 tok |
| simonrowland/goal-flight Claude/Grokbot plugin and scripts: long-running controller pattern to chunk and delegate c | 20 | Claude Code, Codex, OpenCode | 2 | 2,010 tok |
| aigengame/cli-agentic-workflow A lightweight local-first CLI that orchestrates AI agent CLIs (claude, codex) into powerfu | 20 | Claude Code, Codex, OpenCode | 6 | 198 tok |
| vastxie/ai-worldcup-2026 wc.lightai.io AI WorldCup Arena 2026: AI agents compete to predict the 2026 World Cup with virtual point | 20 | Claude Code, Codex, OpenCode | 2 | 2,611 tok |
| EmZod/Speak-Turbo speakturbo-site.vercel.app Ultra-fast local TTS for AI agents. ~90ms to first sound. | 20 | Codex, OpenCode | 1 | 768 tok |
| SoundBlaster/XcodeMCPWrapper soundblaster.github.io MCP that makes Xcode 26.3's MCP compatible with Cursor and other strict MCP-spec-compliant | 20 | Claude Code, Codex, OpenCode | 8 | 3,421 tok |
| aws-bench/aws-bench-datasets Scenarios and tasks for evaluating AI agents on real-world AWS automation tasks. Use the a | 20 | Claude Code, Codex, OpenCode | 2 | 1,233 tok |
| Kevandrew/sophia sophiahq.com Your AI builds the code. Sophia makes sure it's right. | 20 | Codex, OpenCode | 1 | 514 tok |
| footprintjs/agentfootprint footprintjs.github.io Context engineering, abstracted. Build AI agents whose every LLM call traces back to what | 20 | Claude Code, Codex, OpenCode | 4 | 29,739 tok |
| yuxiaoji30-lang/ai-maintainer-copilot-skill A public, evidence-first agent skill for open-source maintainers: AI-assisted issue triage | 20 | Codex, OpenCode | 1 | 348 tok |
| aak204/Tool-Catalog-Compiler A managed proxy gateway and compiler for AI agents. It takes noisy OpenAPI/MCP directories | 20 | Codex, OpenCode | 1 | 342 tok |
| arrase/ollama-agent arrase.github.io Ollama Agent is a powerful command-line tool (CLI and REPL) that allows you to interact wi | 20 | Codex, OpenCode | 1 | 389 tok |
| jimmyliao/digest-agent | 20 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 1,949 tok |
| pbeens/obsidian-agents.md Agentic AI workflow configurations, instructions, and specialized skills for Obsidian vaul | 20 | Codex, OpenCode | 1 | 2,148 tok |
| kychee-com/run402-core run402.com Open-source, self-hostable server and runtime core for Run402 — backend infrastructure for | 20 | Claude Code, Codex, OpenCode | 4 | 573 tok |
| eliavamar/repositories-wiki | 20 | Codex, OpenCode | 1 | 170 tok |
| berabuddies/puffer puffer-orpin.vercel.app | 20 | Codex, OpenCode | 1 | 2,940 tok |
| arcprime-ip/patent-prompts | 20 | Codex, OpenCode | 1 | 572 tok |
| arctan303/creator.skill blog.arctan.top Multi-skill agentic product delivery system | 20 | Codex, OpenCode | 12 | 2,166 tok |
| tiny-flowlab/novel-studio-copilot-cli AI-powered multi-agent novel creation system for GitHub Copilot CLI | 20 | Claude Code, Codex, OpenCode | 27 | 1,574 tok |
| project-koku/koku-metrics-operator Operator to obtain OCP usage data and upload it to koku. | 20 | Claude Code, Codex, OpenCode | 5 | 1,124 tok |
| waynesutton/convex-mcp-visual npmjs.com Schema visualizer and dashboard tools for exploring Convex databases. Opens interactive br | 20 | Claude Code, Codex, OpenCode | 2 | 1,433 tok |
| rickicode/patchright-browser MCP server for browser automation via Patchright. Multi-profile Chromium, headed/headless, | 20 | Codex, OpenCode | 1 | 686 tok |
| apiad/aegis apiad.github.io The meta-harness that brings real agentic collaboration as a first-class citizen | 20 | Codex, OpenCode | 1 | 720 tok |
| validatedpatterns/docs validatedpatterns.io Validated Patterns documentation | 20 | Codex, OpenCode | 1 | 2,421 tok |
| sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: | 20 | Claude Code, Codex, OpenCode | 23 | 3,324 tok |
| ChrisRomp/copilot-bridge Bridge GitHub Copilot CLI to messaging platforms (Mattermost, Slack, etc.) | 20 | Codex, OpenCode | 1 | 2,205 tok |
| iowarp/clio-core Harnessing distributed, tiered storage for context management | 20 | Claude Code, Codex, OpenCode | 12 | 10,919 tok |
| KitTheFox123/workspace Kit's open-sourced agent workspace 🦊 - SOUL.md, memory, knowledge, scripts | 20 | Codex, OpenCode | 1 | 628 tok |
| vvvvvivekkk/LLM-Wiki-v3 | 20 | Codex, OpenCode | 1 | 1,507 tok |
| rmedranollamas/research-cli Gemini Deep Research Agent CLI | 20 | Claude Code, Codex, OpenCode | 2 | 549 tok |
| dawangcoding/ClawUI Cross-platform desktop client for OpenClaw — built-in Gateway management, onboarding wizar | 20 | Codex, OpenCode | 1 | 6,103 tok |
| hyungchulc/memory-forest A verifiable local memory architecture for long-running AI agents | 20 | Codex, OpenCode | 1 | 195 tok |
| docker/cagent-action docker.com A GitHub Action for running docker agent AI agents in your workflows. | 20 | Codex, OpenCode | 1 | 4,717 tok |
| amyotoff/open-pipi Open-source, token-frugal agents for real teams — private memory, shared packs, your hardw | 20 | Claude Code, Codex, OpenCode | 2 | 486 tok |
| MedARC-AI/nanopath | 20 | Codex, OpenCode | 1 | 1,109 tok |
| agidesigner/five-step-method-skill jogg.ai AI agent skill that teaches "question → delete → simplify → accelerate → automate" before | 20 | Claude Code, Codex, OpenCode | 2 | 2,674 tok |
| xrf9268-hue/llm-council-plugin | 20 | Claude Code, Codex, OpenCode | 2 | 1,588 tok |
| RayFernando1337/minimal-realtime-kit Minimal, bring-your-own-key GPT Realtime voice agent (Swift/iOS) — spec, plan & starter sn | 20 | Codex, OpenCode | 1 | 1,871 tok |
| johndaskovsky/nightshift npmjs.com Long-running unsupervised agent framework | 20 | Claude Code, Codex, OpenCode | 23 | 2,457 tok |
| kunchenguid/programbench-bench | 20 | Claude Code, Codex, OpenCode | 2 | 11,045 tok |
| balakumardev/perplexity-web-wrapper Use your existing Perplexity subscription with MCP - no API costs. Web wrapper + MCP serve | 20 | Claude Code, Codex, OpenCode | 2 | 939 tok |
| chartrambiz/diaMCP An all-in-one MCP server exposing file operations, web search, git operations, shell comm | 20 | Codex, OpenCode | 1 | 2,200 tok |
| tallesborges/zdx An agentic CLI, built in rust. | 20 | Codex, OpenCode | 1 | 2,328 tok |
| Go1c/LumioAgent LumioAgent | 20 | Claude Code, Codex, OpenCode | 4 | 603 tok |
| brifl/coding-agent-orchestration Unifying prompt, context, skill, and process management for Claude, Gemini, and Codex. | 20 | Codex, OpenCode | 10 | 2,470 tok |