31,984 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 |
|---|---|---|---|---|
| aaronvanston/skills-presentations AI agent skills for creating bold, minimal presentations | 12 | Claude Code | 1 | 213 tok |
| brianbell-x/unifi-tools UniFi network management for AI agents: the complete Network API (73 tools) plus a gateway | 12 | Claude Code, Codex, OpenCode | 3 | 401 tok |
| rjhalvorson/skylight-mcp Maintained continuation of TheEagleByte/skylight-mcp | 12 | Claude Code | 1 | 1,333 tok |
| wangjianqi/AppStore A complete tutorial on developing and publishing an iOS app to the App Store from scratch | 12 | Claude Code | 1 | 516 tok |
| zstvns/design-skills AI agent skills for the designer's craft — brand audit, strategy, creative direction, logo | 12 | Claude Code | 1 | 1,081 tok |
| jurimaxam-dotcom/chemdraw-mcp pypi.org Draw chemistry from chat: names or SMILES → publication-ready 2D structures, reaction sche | 12 | Claude Code | 1 | 3,594 tok |
| get-engram/engram getengram.app Persistent, searchable long-term memory for AI agents. MCP-native. Works with ChatGPT, Cla | 12 | Claude Code | 2 | 599 tok |
| Gregory-Esman/ai-film-pipeline claude.ai skill set for high-end AI video production in Higgsfield. Four skills work toget | 12 | Claude Code | 1 | 5,295 tok |
| voidmatcha/ui-clone-skills Motion forensics for the animated web. A Claude Code & Codex plugin that reverse-engineers | 12 | Claude Code, Codex, OpenCode | 5 | 2,445 tok |
| lacs-project/sysknife lacs-project.github.io An AI that administers Linux through typed, approval-gated, Ed25519-audited actions. The m | 12 | Claude Code | 1 | 2,226 tok |
| Cognigy/cognigy-plugin Build, test, and improve Cognigy.AI agents from your AI assistant — MCP tools, workflow sk | 12 | Claude Code | 3 | — |
| synaptixs/spine test.pypi.org Spine — governed, provenance-grounded autonomous software delivery (installs as agent-orch | 12 | Claude Code | 1 | 2,361 tok |
| dinglebear-ai/yarr npmjs.com Rust MCP and CLI server for media automation fleets: Sonarr, Radarr, Prowlarr, Tautulli, O | 12 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 9,543 tok |
| open-mcp-ai/termcp termcp is an MCP server written in Go that exposes interactive programs to AI Agents as pe | 12 | Claude Code | 1 | 714 tok |
| halochamp/MCP-LinkGPT An MCP bridge that lets Codex directly query ChatGPT through Browser Use. | 12 | Claude Code, Codex, OpenCode | 2 | 366 tok |
| kopp0510/claude-dd Portable Claude Code profile — 8-step dev loop, CLAUDE.md pre-commit gate, zero-hallucinat | 12 | Claude Code | 1 | 9,206 tok |
| Justinmendezai/The-Adam-Repo justinmendez.ai Bolt this onto your coding agent and build software | 12 | Claude Code, Codex, OpenCode | 2 | 2,570 tok |
| oikon48/claudecode-book sbcr.jp Hands-on materials for the book “Claude Code Practical Guide [A Deep Dive into Generative | 12 | Claude Code | 1 | — |
| street1983nk/nextcloud-mcp-connector Curated MCP server for Nextcloud: files, calendar, notes, deck and contacts as read-first | 12 | Claude Code | 1 | 5,752 tok |
| harebeats/cannonball Você não começa do zero — chega com impulso. Guarda as peças de site que você já fez e as | 12 | Claude Code, Codex, OpenCode | 2 | 1,192 tok |
| OktoLabsAI/okto-nexus oktolabs.ai Local-first MCP coordination hub for multi-agent teams, with durable messaging, handoffs, | 12 | Claude Code | 3 | 1,226 tok |
| modeled-information-format/MIF mif-spec.dev Open standard for portable AI knowledge interchange — JSON-LD + Markdown dual format with | 12 | Claude Code, Codex, GitHub Copilot | 4 | 418 tok |
| JinYuKiKK0/CSMAR-Data-MCP An MCP connected to the CSMAR interface, enabling Agents to retrieve and download data fro | 12 | Claude Code | 1 | 1,590 tok |
| core-euler/aidd AI Driven Development | 12 | Claude Code | 21 | — |
| ronnycoding/my-personal-assistant Personal AI assistant supporting Claude Code and Gemini CLI - productivity automation, App | 12 | Claude Code, Gemini CLI | 25 | 2,523 tok |
| ahostbr/kuroryuu-public Kuroryuu - AI Agent Orchestration Platform with Desktop App, MCP Integration, and Docker S | 12 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 608 tok |
| TimothyVang/verdict-dfir VERDICT — a DFIR agent (Claude Code as the engine) that produces a signed, offline-verifia | 12 | Claude Code, Codex, OpenCode | 6 | 8,726 tok |
| SocialGouv/egapro egapro.travail.gouv.fr Calcul de l'index d'égalité femme‑homme dans les entreprises | 12 | Claude Code | 13 | 2,248 tok |
| BenchBox-dev/BenchBox BenchBox is a "benchmarking toolbox" that makes it simple to benchmark analyitic (OLAP) da | 12 | Claude Code, Codex, Gemini CLI, OpenCode | 17 | 2,368 tok |
| wintersleepAI/swnr The Stars Without Number, Cities Without Number, and Ashes Without Number system for Foun | 12 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 4 | 3,935 tok |
| costular/Minitask Minitask is an Android App to create and organise your daily to-do with by minimalist desi | 12 | Claude Code, Codex, Gemini CLI, OpenCode | 15 | 1,604 tok |
| abrahao-dev/podium-app Infinite spatial canvas for terminal windows running AI coding agents. Wire agents togethe | 11 | Claude Code | 1 | 1,249 tok |
| forztf/open-skilled-sdd Enhancing AI coding assistants through open Spec-driven development (Spec-driven developme | 11 | Claude Code, Codex, OpenCode | 2 | 2,563 tok |
| imkohenauser/antigravity-starter-ja A starter template for Google Antigravity IDE, optimized for Japanese development environm | 11 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 164 tok |
| vre/flow-state Flow State - a Claude Plugin Marketplace | 11 | Claude Code, Codex, OpenCode | 2 | 3,645 tok |
| 8NobleTruths/sabba pypi.org SABBA - Security Templates CLI & MCP Server for coding agents that prove every finding by | 11 | Claude Code | 1 | 712 tok |
| chpapa/telegram-claude-bot Personal AI assistant over Telegram, like Open Claw but on top of Claude Code CLI | 11 | Claude Code | 1 | 643 tok |
| senda-labs/DQIII8 Works for you. Go outside and live. — AI orchestrator that auto-routes tasks to the cheape | 11 | Claude Code, Codex | 58 | 1,324 tok |
| jaredgizersky/stash TUI for bookmarking, browsing, previewing, and resuming Claude Code and Codex sessions | 11 | Claude Code | 1 | 1,201 tok |
| chenpg2/kw-engine Methodology evolution engine — distill transferable principles from literature, search by | 11 | Claude Code, Codex, OpenCode | 2 | 377 tok |
| sunnypatneedi/claude-starter-kit Complete starter kit for Claude Code with agents, skills, hooks, and MCP configurations | 11 | Claude Code | 2 | 481 tok |
| AgentSpore/agentspore agentspore.com Platform where AI agents autonomously build, review and deploy real software. Connect any | 11 | Claude Code, Codex, OpenCode | 2 | 12,511 tok |
| andrasfe/vulnicheck Python vulnerability scanner & MCP security toolkit. Real-time dependency checking via OSV | 11 | Claude Code, Codex, OpenCode | 2 | 6,751 tok |
| Cavinooo/claude-find npmjs.com Pull Deep Memory from across your Claude Code Sessions — when you need it. | 11 | Claude Code | 2 | 722 tok |
| fotoetienne/gru manage minions like a boss | 11 | Claude Code | 17 | 4,110 tok |
| dwarvesf/dwarves-kit The control plane for proof-based Claude Code SDLC, built for production teams. Agent loop | 11 | Claude Code, Codex, OpenCode | 2 | 5,429 tok |
| hanzhcn/laohan-skills Claude Code super skill pack — 16 skills covering the entire content creation process, con | 11 | Claude Code | 1 | 3,470 tok |
| yyu0310/cc-to-grok-bridge Bridge Claude Code → Grok Build: shared rules/skills, hook adapter hard-gates, optional me | 11 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,742 tok |
| Ruso-0/Nreki MCP plugin that saves 50%+ tokens per session for AI coding agents. Validates edits in RAM | 11 | Claude Code, Codex, OpenCode | 2 | 1,124 tok |
| endorhq/capsule capsule.endor.dev Capsule is an interactive inspector that turns session logs into a browsable and explorabl | 11 | Claude Code | 1 | 2,665 tok |