32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| cloudQuant/backtrader backtrader.readthedocs.io High-performance Python backtesting & live-trading framework: 45%+ faster than upstream, 5 | 175 | Claude Code, Codex, OpenCode | 2 | 7,272 tok |
| lmwilki/civ6-mcp civ6-mcp.lwilko.com An MCP server that lets LLM agents play Civilization VI. | 175 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,820 tok |
| nikolai-vysotskyi/trace-mcp trace-mcp.com Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input | 175 | Claude Code, Codex, OpenCode | 2 | 5,632 tok |
| QuentinCody/interlinked-cli The harness for your harness. Local hooks, taste enforcement, and developer observability | 175 | Claude Code, Codex, OpenCode | 2 | 22,056 tok |
| outlmd/outl outl.app Local-first outliner. Markdown is the source of truth. Sync that doesn't corrupt your tree | 175 | Claude Code, GitHub Copilot | 22 | 23,714 tok |
| xindoo/sumeru Xumi Writing, a SKILL focused on writing long-form novels. | 174 | Claude Code, Codex, OpenCode | 2 | 3,881 tok |
| oratis/LISA An AI agent with a real self — soul she wrote, desires that drive her, a heartbeat for aut | 174 | Claude Code | 1 | — |
| marcuspat/turbo-flow adventureonthewave.com SUPERSEDED by Turbo Rig (marcuspat/rig) — retained as the DevPod/Codespaces devcontainer s | 174 | Claude Code | 1 | 158 tok |
| JasonJarvan/Zhihu-Collections-MCP Batch export public and private Zhihu bookmarks to Markdown files. Supports configuring bo | 174 | Claude Code | 1 | 1,701 tok |
| resend/resend-skills Agent Skills for working with Resend to send and receive emails. | 174 | Claude Code, Codex, OpenCode | 2 | 174 tok |
| Kpa-clawbot/CoreScope MeshCore mesh network analyzer — live packet visualization, VCR replay, channel decryption | 174 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 7,204 tok |
| PerpetualSoftware/pad getpad.dev Project Management for the agent era | 174 | Claude Code | 1 | 19,748 tok |
| kky42/codex-as-mcp Convert codex CLI tool to an MCP — unleash the power of GPT-5 | 174 | Claude Code, Codex, OpenCode | 2 | 809 tok |
| sinberCS/switch2ai switch2ai - A JetBrains IDE plugin enabling seamless collaboration between JetBrains IDEs | 173 | Claude Code | 1 | 733 tok |
| scopecraft/command Scopecraft Command - A CLI and MCP server for Markdown-Driven Task Management (MDTM) | 173 | Claude Code | 18 | 1,023 tok |
| kdroidFilter/Zayit zayitapp.com Zayit is a free app to read, search, and explore Jewish study texts. Built for study: fast | 173 | Claude Code, Codex, OpenCode | 2 | 2,964 tok |
| unnecessary-special-projects/ghist Task management that lives in your repo | 173 | Claude Code, Codex, OpenCode | 4 | 738 tok |
| enspirit/elo A purely functional expression language for No-Code tools | 173 | Claude Code | 7 | 1,073 tok |
| SilvioBaratto/optimizer silviobaratto.github.io Quantitative portfolio construction and optimization platform built on skfolio and scikit- | 173 | Claude Code | 4 | 3,084 tok |
| clawfleet/ClawFleet clawfleet.io Deploy a fleet of AI agents (OpenClaw, Hermes) on your machine in 10 minutes — use your Ch | 173 | Claude Code | 1 | 3,755 tok |
| Coding-Dev-Tools/engraphis engraphis.com Local-first, inspectable memory for coding agents: durable context across sessions and rep | 173 | Claude Code, Codex, OpenCode | 2 | 6,029 tok |
| earlyaidopters/claudeclaw Claude Code CLI as a personal Telegram bot — voice, memory, scheduled tasks, all your skil | 173 | Claude Code | 2 | 3,077 tok |
| qqzhangyanhua/learn-opencode-agent book.zyh.lol A tutorial on learning and practicing with the OpenCode AI Coding Agent, covering Agents, | 173 | Claude Code, Codex, OpenCode | 2 | 3,973 tok |
| AgriciDaniel/skill-forge agricidaniel.com Ultimate Claude Code skill creator — design, scaffold, build, review, evolve, and publish | 173 | Claude Code | 1 | 1,026 tok |
| techwithanant/saras_ai_robot_v2 | 173 | Claude Code | 1 | 436 tok |
| dredozubov/hazmat Containment for AI agents - user isolation, sandboxed execution, network controls, backup/ | 173 | Claude Code, Codex, OpenCode | 2 | 4,274 tok |
| hjertefolger/cortex Persistent local memory for Claude Code. Longer sessions. Cross-session recall. Zero cloud | 173 | Claude Code | 1 | 2,192 tok |
| al3rez/ooda-subagents OODA Loop AI Agents - Observe, Orient, Decide, Act framework for systematic problem-solvin | 173 | Claude Code | 4 | — |
| fmflurry/settings-opencode Custom OpenCode settings | 172 | Claude Code | 57 | 2,104 tok |
| Hmbown/Hegelion hegelion-web.pages.dev Dialectical reasoning architecture for LLMs (Thesis → Antithesis → Synthesis) | 172 | Claude Code, Codex, OpenCode | 3 | 1,804 tok |
| marimo-team/skills skills for coding agents related to marimo | 172 | Claude Code, Codex, OpenCode | 2 | 155 tok |
| Yesterday-AI/paperclip-plugin-company-wizard npmjs.com Bootstrap AI agent companies from modular templates. | 172 | Claude Code, Codex, OpenCode | 2 | 3,783 tok |
| GalaxyXieyu/Design-Learn aigalaxy.top Extract reference-site design language into reusable rules for AI coding tools. | 172 | Claude Code | 1 | 1,900 tok |
| sendaifun/solana-new solana.new think. build. ship. tasteful & useful crypto apps. using a curated skills + knowledge base | 172 | Claude Code, Codex, OpenCode | 2 | 1,642 tok |
| integromat/make-mcp-server Make MCP Server | 172 | Claude Code, Codex, OpenCode | 2 | 913 tok |
| devlint/GitWand gitwand.app The Git client that actually resolves conflicts: 8 deterministic patterns auto-resolve the | 172 | Claude Code, Codex, OpenCode | 13 | 3,437 tok |
| Byndyusoft/aact CLI and library for validating, analyzing, and generating the architecture of microservice | 172 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,408 tok |
| dylanroscover/Embody embody.tools MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable | 172 | Claude Code, Codex, OpenCode | 28 | 4,791 tok |
| nowledge-co/community Community Repo for Nowledge Labs Products | 172 | Claude Code | 1 | 819 tok |
| Cuongyd196/auto-compare-video facebook.com 🎬 Tạo video "so sánh kiến thức" ngắn tự động — HyperFrames + AI voice, 1 template nhiều c | 172 | Claude Code, Codex, OpenCode | 2 | 3,428 tok |
| HelpFreedom/kadr AI-native GPU-accelerated video editor with Claude Code built into the timeline | 172 | Claude Code | 1 | 7,389 tok |
| lfnovo/content-core Extract what matters from any media source | 172 | Claude Code, Codex, OpenCode | 2 | 3,028 tok |
| agiletec-inc/airis-mcp-gateway | 172 | Claude Code | 5 | 388 tok |
| vercel-labs/konsistent CLI tool that enforces structural conventions in TypeScript codebases. | 172 | Claude Code, Codex, OpenCode | 4 | 495 tok |
| smnandre/symfony-ux-skills ux.symfony.com Symfony UX skills for Claude, Gemini, Codex, ... Live Component, Twig Component, Turbo, St | 171 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,146 tok |
| samyama-ai/samyama-graph samyama.dev Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector sea | 171 | Claude Code | 1 | 2,631 tok |
| tasmirz/jagoo-bahee | 171 | Claude Code, Codex, OpenCode | 2 | 10,260 tok |
| huifer/skill-security-scan wellally.tech skill-security-scan is a command-line tool designed to scan and detect security risks in C | 171 | Claude Code | 2 | 1,490 tok |
| TanShilongMario/ArticleSkill A powerful, flexible, and easy-to-use AI writing assistant for all types of creators. The | 171 | Claude Code | 1 | 2,819 tok |
| offendingcommit/openconcho Fast, privacy-first desktop & web UI for self-hosted Honcho — browse memories, peers, sess | 171 | Claude Code, Codex, OpenCode | 2 | 1,303 tok |