23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710
All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sou350121/Spatial-Intelligence-Handbook kensou.mintlify.app A cross-embodiment handbook on spatial intelligence — compares SLAM / VIO / 3D representat | 28 | Codex, OpenCode | 1 | 6,856 tok |
| ultralytics/lite A fast, local workspace for Claude Code, Codex, Gemini CLI, Kimi Code, Qwen Code, DeepSeek | 28 | Claude Code, Codex, OpenCode | 2 | 1,784 tok |
| neoswarm/neosh neoswarm.dev A TUI agent orchestrator for power users. | 28 | Claude Code, Codex, OpenCode | 2 | 33,979 tok |
| Shilo/pixellab-pip Meet PixelLab Pip: a tiny pup who fetches the right PixelLab workflow. He follows human co | 28 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 939 tok |
| apexcheng/yingdao-xbot-ai-agent Yingdao xbot AI Agent development knowledge base｜Yingdao coding edition API, RPA automatio | 28 | Codex, OpenCode | 1 | 2,439 tok |
| OpenDrone-hw/OpenFC-Lite opendrone.be OpenFC-Lite — open-source Betaflight flight controller. RP2354B, 30.5×30.5 mm, 6-layer, 3S | 28 | Codex, OpenCode | 1 | 3,100 tok |
| ilyautov/marketplaces-mcp-ru marketplaces-mcp-ru.aifrontier.tech MCP server for Wildberries and Ozon seller accounts: sales, inventory, prices, finances, a | 28 | Codex, Gemini CLI, OpenCode | 2 | 1,013 tok |
| 3x-haust/Mimikyu A skill for faithfully implementing Figma designs | 28 | Claude Code, Codex, OpenCode | 3 | 7,964 tok |
| orecus/faber The AI Architect for your codebase | 28 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,013 tok |
| tonkeeper/android | 28 | Claude Code, Codex | 6 | — |
| SharkyND/mcp-atlassian MCP for Atlassian servers | 27 | Codex, OpenCode | 1 | 733 tok |
| 9crusher/mcp-server-kalshi A MCP server to interact with Kalshi prediction markets | 27 | Claude Code, Codex, OpenCode | 2 | 1,471 tok |
| Foxfire1st/agents-remember foxfire1st.github.io A branch-aware, dual-revision epistemic ledger and control plane for AI coding agents. Fro | 27 | Claude Code, Codex, OpenCode | 17 | 2,531 tok |
| florianwittkamp/bring-mcp MCP Server for Bring! Shopping | 27 | Codex, OpenCode | 1 | 362 tok |
| initlabsai/vibekit getvibekit.ai The agentic stack for Algorand builders. | 27 | Codex, OpenCode | 1 | 3,319 tok |
| desplega-ai/qa-use qa-use.dev Agent-first E2E testing CLI | 27 | Claude Code, Codex, OpenCode | 2 | 3,220 tok |
| mralaminahamed/wp-dev-skills WordPress plugin development skills for AI coding agents — Claude Code, Gemini CLI, Cursor | 27 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 3,376 tok |
| raccioly/docguard npmjs.com The enforcement tool for Canonical-Driven Development (CDD). Audit, generate, and guard yo | 27 | Claude Code, Codex, OpenCode | 34 | 2,579 tok |
| amingclawdev/aming-claw Shared workspace for AI agents and human developers. See, audit, and review every change A | 27 | Claude Code, Codex, OpenCode | 2 | 1,846 tok |
| hackafterdark/context-sherpa Context Sherpa MCP server provides code mapping, deterministic feedback loops, and tiered | 27 | Claude Code, Codex, OpenCode | 3 | 2,907 tok |
| outfitter-dev/blz blz.run Local-first, line-accurate search for blazing-fast lookups of llms.txt documentation. Huma | 27 | Claude Code, Codex, OpenCode | 14 | 1,618 tok |
| holon-run/webmcp-bridge webmcp-bridge.holon.run Bridge local MCP clients to browser WebMCP tools through Playwright, using native WebMCP w | 27 | Codex, OpenCode | 1 | 614 tok |
| anthony-maio/mnemos mnemos.making-minds.ai Biomimetic memory architectures for LLMs — surprisal gating, reconsolidation, affective ro | 27 | Claude Code, Codex, OpenCode | 2 | 1,144 tok |
| jmanhype/claude-code-plugin-marketplace Multi-agent trading, swarm intelligence, and GitHub automation plugins for Claude Code. 19 | 27 | Claude Code, Codex, OpenCode | 2 | 1,097 tok |
| tdwhere123/do-it Installable AI coding workflow for risk-based routing, scoped sub-agents, and evidence-bac | 27 | Codex, OpenCode | 1 | 822 tok |
| ZhuoZhuoCrayon/ai-workspace zhuozhuocrayon.github.io A general-purpose workspace template for coding agents such as Cursor / Codex / Claude, pr | 27 | Claude Code, Codex, OpenCode | 10 | 196 tok |
| strzhao/autopilot claude code plugins | 27 | Claude Code, Codex | 5 | 1,383 tok |
| react-native-community/skills skills.sh Agent skills for the React Native Community | 27 | Codex, OpenCode | 1 | 213 tok |
| himorishige/hatago-mcp-hub hatago.dev Hatago MCP Hub is a lightweight hub server that provides unified management for multiple M | 27 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 7,904 tok |
| illscience/vibe-debug CLI debugger that lets coding agents inspect live Python runtime state, with optional MCP | 27 | Claude Code, Codex, OpenCode | 2 | 430 tok |
| manusa/ai-cli ai-cli lets you go from zero to AI-powered in seconds in a safe, automated and tailored wa | 27 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,248 tok |
| deslicer/mcp-for-splunk MCP Server for integrating with Splunk Enterprise | 27 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,012 tok |
| wazionapps/nexo nexo-desktop.com NEXO runtime core for NEXO Desktop: local memory, automation, MCP tools and update-managed | 27 | Claude Code, Codex, OpenCode | 2 | 843 tok |
| Fearvox/multica-ultimate-workbench Public multi-agent workbench skill pack for SDD, review gates, context discipline, VM lane | 27 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 11,867 tok |
| helius-labs/core-ai Official Helius AI tooling repository | 27 | Claude Code, Codex, OpenCode | 2 | 3,334 tok |
| rigour-labs/rigour rigour.run The immune system for AI coding agents | 27 | Claude Code, Codex, Cursor, OpenCode, Windsurf | 4 | 6,294 tok |
| akougkas/zulipchat-mcp pypi.org ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip C | 27 | Claude Code, Codex, OpenCode | 3 | 5,795 tok |
| nirholas/lyra-web3-playground lyra.works Free Solidity compiler & Web3 IDE with interactive tutorials. Learn blockchain development | 27 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 906 tok |
| CaicoLeung/bob-plugin-ollama-translator Bob translation plugin: integrates Ollama/OpenAI/DeepSeek/Grok/Claude/Gemini/Zhipu and oth | 27 | Claude Code, Codex, OpenCode | 2 | 3,747 tok |
| vinnividivicci/ifc-ids-mcp An MCP to create IDS files deterministically using IfcOpenShell's IfcTester | 27 | Claude Code, Codex, OpenCode | 2 | 6,852 tok |
| semihbugrasezer/seerxo seerxo.com AI-powered Etsy product listing generator for Claude Desktop Generate perfect SEO titles, | 27 | Codex, OpenCode | 1 | 192 tok |
| shyuan/writing-humanizer Claude Code plugin: removes traces of AI writing from articles, making the text more natur | 27 | Claude Code, Codex, OpenCode | 2 | 1,332 tok |
| jiadizhunine/deepPPT Lightweight agent framework for research PowerPoint generation, editable PPTX delivery, an | 27 | Codex, OpenCode | 1 | 1,300 tok |
| Borda/AI-Rig borda.github.io A collection of personal AI coding assistant configurations, specialist agents, and automa | 27 | Claude Code, Codex, OpenCode | 3 | 6,019 tok |
| dorukardahan/domain-search-mcp npmjs.com Zero-config domain availability MCP server for Claude & ChatGPT. Live pricing via Porkbun, | 27 | Claude Code, Codex, OpenCode | 2 | 1,700 tok |
| JeongJaeSoon/agent-guard Real-time secret-leak guardrails for AI coding agents (Claude Code, Codex), Git hooks, and | 27 | Codex, OpenCode | 1 | 235 tok |
| luanmorenommaciel/brief-spec Type-aware, evidence-backed delivery contract for AI coding harnesses. Different agents in | 27 | Codex, OpenCode | 1 | 41 tok |
| lxsolutions/studio-foundation lxsolutions.github.io AI-native, source-available (PolyForm Perimeter) game-dev toolkit: bforge — deterministic | 27 | Claude Code, Codex, OpenCode | 2 | 944 tok |
| lossless-claude/lcm lossless-claude.com Lossless context management for Claude Code | 27 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 2,042 tok |
| nrwl/metaharness.tools metaharness.tools The guide for AI meta harnesses | 27 | Codex, OpenCode | 1 | 478 tok |