44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ultralytics/lite A fast, local workspace for Claude Code, Codex, Gemini CLI, Kimi Code, Qwen Code, DeepSeek | 38 | Claude Code, Codex, OpenCode | 2 | 1,820 tok |
| rippleshe/sciplot-academic Chinese scientific research plotting library | Nature/IEEE styles | pastel/earth/ocean col | 38 | Claude Code, GitHub Copilot | 2 | 2,979 tok |
| boots-coder/LLM-101-CN | 38 | Claude Code | 1 | 1,550 tok |
| ymm-oss/fsl AI-Native Formal Specification Language — a bounded model checker (Lark + Z3) built for LL | 38 | Claude Code, Codex, OpenCode | 18 | 2,301 tok |
| 17380936778/omp-web Web UI for Oh My Pi (omp) coding agent | Web visual interface for the Oh My Pi coding agen | 38 | Codex, OpenCode | 1 | 3,653 tok |
| runkids/skillshare-app skillshare.runkids.cc 📟 A desktop app for skillshare CLI | 38 | Codex, OpenCode | 1 | 1,197 tok |
| ultralytics/skills ultralytics.com Agent skills for Ultralytics YOLO, covering models, datasets, training, tuning, inference, | 38 | Codex, OpenCode | 1 | 1,943 tok |
| marcoemrich/agentic_coding_lab A research lab for agentic coding - use it to verify of falsify, running various agentic s | 38 | Claude Code, OpenCode | 11 | 8,739 tok |
| InsForge/insforge-mcp | 38 | Claude Code | 1 | 1,204 tok |
| Wirasm/dylan | 38 | Claude Code | 6 | 2,386 tok |
| google-marketing-solutions/adspace_agent Your agents for ads | 38 | Gemini CLI | 1 | 273 tok |
| MetaMask/metamask-design-system metamask.github.io The design system for MetaMask products | 38 | Claude Code, Codex, Cursor, OpenCode | 3 | 1,983 tok |
| monorailcss/MonorailCss.Framework monorailcss.github.io | 38 | Claude Code | 4 | 1,386 tok |
| alicankiraz1/SentinelXPrime Stage-aware security skills for Codex, Claude Code, and OpenCode, with explicit compatibil | 38 | Codex, OpenCode | 1 | 353 tok |
| dogsinatas29/SYNAPSE Architecture Visibility Platform for Large Software Systems | 38 | Gemini CLI | 1 | 20,250 tok |
| databricks-solutions/consort Consort keeps AI-written code clean and correct: a coordinated ensemble of role agents, sp | 38 | Claude Code | 1 | 739 tok |
| dunecity-project/dunecity dunecity-project.github.io DuneCity — Dune Legacy RTS + Micropolis city-building simulation | 38 | Claude Code, Codex, Cursor, OpenCode | 3 | 9,619 tok |
| Xquik-dev/hermes-tweet docs.xquik.com Hermes Twitter plugin for Hermes Agent, a Twitter bot for monitors, automation & search. N | 37 | Codex, OpenCode | 1 | 787 tok |
| Oolab-labs/claude-ide-bridge MCP bridge giving Claude Code full IDE integration — 25+ tools for LSP, debugging, termina | 37 | Claude Code, Cursor | 14 | 8,609 tok |
| vectimus/vectimus vectimus.com Deterministic governance for AI coding agents. Cedar-based policy engine that intercepts e | 37 | Codex, OpenCode | 1 | 2,214 tok |
| MicSm/boffin Staff-engineer layer for AI coding agents: routes per-edit architectural constraints and r | 37 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 7,626 tok |
| jj-valentine/cerebellum james-valentine.com Agent-readable second brain using PostgreSQL + pgvector for semantic search and memory sto | 37 | Claude Code | 1 | 459 tok |
| lineai-intelligence/lineai-mcp-server codelogic.com An MCP Server to utilize Lineai's rich software dependency data in your AI programming ass | 37 | GitHub Copilot | 1 | 714 tok |
| Aboudjem/ERC-3643 ERC-3643 - Raptor Version is a simple, educational look at the T-REX standard. Using Solid | 37 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 2,713 tok |
| SamFold/Mcp.Net A fully featured C# implementation of Anthropic's Model Context Protocol (MCP) | 37 | Codex, OpenCode | 1 | 1,417 tok |
| dguido/google-workspace-mcp npmjs.com MCP server for Google Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts | 37 | Claude Code | 1 | 1,704 tok |
| VioletCranberry/coco-search Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvec | 37 | Claude Code, Codex, OpenCode | 2 | 8,368 tok |
| wmeints/context-engineering Improve the output of coding agents like Claude Code and Github Copilot by providing the r | 37 | GitHub Copilot | 1 | 271 tok |
| MiguelAxcar/ai-rpi-protocol Repo-native protocol for AI-assisted coding that enforces a simple discipline: research fi | 37 | Claude Code, Codex, OpenCode | 2 | 1,993 tok |
| connerohnesorge/conclaude connerohnesorge.github.io Safely constrain and conclude your claude code sessions. | 37 | Claude Code | 25 | 1,799 tok |
| memgrafter/flatmachines Orchestrate agents with a peer network of state machines. Supports checkpoint/restore, per | 37 | Claude Code, Codex, OpenCode | 2 | 2,188 tok |
| chongdashu/phaserjs-tinyswords | 37 | Claude Code, Codex | 3 | — |
| kasuken/vscode-copilot-insights marketplace.visualstudio.com Understand your GitHub Copilot plan, quotas, and limits at a glance | 37 | Claude Code, GitHub Copilot | 3 | 1,100 tok |
| TheGreenCedar/CodeStory CodeStory is a codebase grounding engine that preindexes code into a knowledge graph and e | 37 | Codex, GitHub Copilot, OpenCode | 2 | 5,313 tok |
| git-men/agentstudio agentstudio.cc A sophisticated AI-powered workspace built on top of Claude Code SDK | 37 | Claude Code | 4 | 4,092 tok |
| wesselgrift/sveltekit-spa sveltespa.dev A minimal boilerplate for building SPAs with SvelteKit using adapter-static, Supabase Auth | 37 | Claude Code | 1 | 3,733 tok |
| PSPDFKit-labs/nutrient-dws-client-typescript nutrient.io This library provides a type-safe and ergonomic interface for document processing operatio | 37 | Claude Code, Codex, OpenCode | 2 | 522 tok |
| learnwithparam/ai-agentic-patterns learnwithparam.com Hands-on AI agentic patterns workshop material for building real AI and web apps. | 37 | Claude Code, Codex, OpenCode | 2 | 289 tok |
| d-kimuson/esa-mcp-server An implementation of an esa Model Context Protocol server | 37 | Claude Code | 1 | 667 tok |
| stablekernel/protoc-gen-go-mcp A protoc plugin for generating mcp servers in golang from a protocol buffer specification | 37 | Codex, OpenCode | 1 | 715 tok |
| liuyingxuvka/Khaos-Brain A local predictive experience layer where AI agents turn repeated work into inspectable mo | 37 | Codex, OpenCode | 9 | 4,956 tok |
| commerce-operations-foundation/mcp-reference-server This is the reference implementation for the mcp server | 37 | Claude Code | 1 | 1,138 tok |
| lilklon/UEBlueprintMCP MCP server for AI-assisted Unreal Engine 5.7+ Blueprint manipulation | 37 | Claude Code | 1 | 2,297 tok |
| Wirasm/obsidian-claude-code onsidian plugin for claude code | 37 | Claude Code | 1 | 1,181 tok |
| bitpanda-labs/bitpanda-mcp Official Bitpanda MCP server | 37 | Claude Code | 1 | 1,161 tok |
| jpablo/metals-standalone-client Minimal Metals stand alone client that allows running the metals mcp server | 37 | Claude Code, Codex, OpenCode | 2 | 1,026 tok |
| openberth/openberth openberth.io Self-hosted deployment platform. Give it code, get a live HTTPS URL. Supports Node.js, Pyt | 37 | Claude Code | 1 | 1,386 tok |
| tonkotsuboy/x-impact-checker AI agent skill to analyze X (Twitter) posts for viral potential using the actual recommend | 37 | Claude Code | 1 | 506 tok |
| polos-dev/polos polos.dev The open-source runtime for AI agents. Sandboxed execution with built-in tools, human-in-t | 37 | Claude Code | 1 | 2,140 tok |
| webrenew/memories memories.sh | 37 | Claude Code, Codex, OpenCode | 2 | 460 tok |