43,636 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 |
|---|---|---|---|---|
| lihowfun/O-ALL-WANT A practical framework that integrates proven GitHub patterns for agent memory, skills, and | 18 | Claude Code, GitHub Copilot | 2 | 1,665 tok |
| fortunto2/solo-factory 45 skills, 3 agents and a sensor harness for Claude Code — research, plan, ship and verify | 18 | Claude Code | 1 | 2,911 tok |
| castle-x/skills-x AI Agent Skills Repo | 18 | Claude Code, Codex, OpenCode | 26 | 1,100 tok |
| lucifertrj/skills-based-app App demo built using Agent Skills via Google Antigravity | 18 | Claude Code, Codex | 19 | — |
| marcelorodrigo/agent-skills Agents Skills | 18 | Codex, OpenCode | 1 | 962 tok |
| jayll1303/AIEKit AI Agents skills for AI Engineer | 18 | Codex, OpenCode | 1 | 311 tok |
| GetStream/agent-skills Give your AI coding agent the ability to build, query, and manage Stream - Chat, Video, Fe | 18 | Codex, OpenCode | 1 | 1,069 tok |
| WayneChou-bot/LLM-Wiki-Agent-Workflow-Demo llm-wiki-agent-workflow-demo.vercel.app Karpathy-inspired LLM Wiki demo: AI agents compile raw sources into a persistent, self-lin | 18 | Codex, OpenCode | 1 | 368 tok |
| minh2004pd/chatbotfullpipeline d3qrt08bgfyl3d.cloudfront.net Personalized Multimodal AI Agent via Google ADK & Gemini. Featuring Realtime Soniox STT, L | 18 | Claude Code | 19 | 4,714 tok |
| lydakis/alloy alloy.fyi Python for logic. English for intelligence. | 18 | Codex, OpenCode | 1 | 2,397 tok |
| serverlessclaw/serverlessclaw Official ServerlessClaw: The authoritative autonomous AI agent swarm for AWS. Zero idle co | 18 | GitHub Copilot | 1 | 150 tok |
| yuanyuekejiJN/AivoClaw aivoclaw.com A beautiful and practical cross-platform OpenClaw desktop client with one-click installati | 18 | Codex, OpenCode | 1 | 6,077 tok |
| natnew/awesome-ai-scientists natnew.github.io A curated collection of resources for building “AI Scientist” systems: AI that assists sci | 18 | Claude Code, Codex, OpenCode | 2 | 4,113 tok |
| attogram/agents attogram.github.io Standardize your AI collaboration. AGENTS files for your AI. HUMANS files for you. And mo | 18 | Codex, OpenCode | 1 | 157 tok |
| lidge-jun/claude-e npmjs.com PTY-backed claude -p-style executor for Claude Code, packaged as the claude-e npm CLI | 18 | Codex, OpenCode | 1 | 227 tok |
| kingggg5/shipproof shipproof-site.sjet2744.chatgpt.site Evidence-first Codex, Claude plugin for bugs, security, and 10k-to-1M-user scale readiness | 18 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,055 tok |
| ajipurn/fida fida.my.id a local-first secret leak prevention layer for AI coding agents | 18 | Codex, OpenCode | 1 | 129 tok |
| TaimoorKhan10/replayd stonepathlab.net Turn failed AI agent runs into replayable regression tests. Catch regressions before you s | 18 | Codex, OpenCode | 1 | 4,501 tok |
| 11Yuxuanyang/seedance-viral-forge 11yuxuanyang.github.io Reusable AI video prompt skills for Seedance 2.0 / 即梦: product-selling scripts, merchant d | 18 | Claude Code, Codex, OpenCode | 2 | 691 tok |
| aaronsb/claude-code-config Event-driven policy, process, and governance for Claude Code. Ways encode how we do things | 18 | Claude Code | 1 | 106 tok |
| leodido/structcli leodido.github.io Define a Go struct. Get a CLI that an agent can discover, call, sandbox, and debug. Flags, | 18 | Claude Code, Codex | 1 | — |
| wasabeef/yank-for-claude.nvim A Neovim plugin that yanks code references in Claude AI's preferred format `@filename#L10- | 18 | Claude Code | 1 | 751 tok |
| huifer/drug-discovery-skills wellally.tech Drug Discovery Intelligence plugin for Claude Code. AI-powered target validation, competi | 18 | Claude Code | 1 | 814 tok |
| adidacta/pmf-detective Claude Code plugin for Product-Market Fit validation through 5 structured sprints | 18 | Claude Code | 1 | 1,490 tok |
| callobuzz/cob-shopify-mcp callobuzz.com Production-grade MCP server and CLI tool for Shopify Admin GraphQL API — 49+ tools, YAML-e | 18 | Claude Code | 1 | 1,927 tok |
| intellectronica/claude-agentsmd Claude Code plugin that syncs AGENTS.md → CLAUDE.md | 18 | Codex, OpenCode | 1 | 107 tok |
| ihatesea69/kiro-kit ihatesea69.github.io Set up a Kiro IDE workspace with one command. Pick a preset and the agents, skills, comman | 18 | Claude Code, Gemini CLI | 2 | 567 tok |
| Topman-14/mobius-mcp Let your AI agent control and see browser logs, network requests, and runtime events for r | 18 | Claude Code | 1 | 3,055 tok |
| omar-A-hassan/medsci-agent Biomedical research agent with 28 MCP tools powered by MedGemma, TxGemma and OpenCode | 18 | Claude Code, GitHub Copilot, OpenCode | 25 | 907 tok |
| wspringer/highs-mcp MCP tool to solve optimization problems using HiGHS | 18 | Claude Code | 3 | 395 tok |
| marcorusc/mcp-biomodelling-servers A repository that stores all the MCP servers for creating biological mechanistic models. I | 18 | GitHub Copilot | 1 | 3,052 tok |
| vibeforge1111/xmcp the most comprehensive mcp for X | 18 | Claude Code, Cursor | 2 | 1,896 tok |
| argos-ci/argos-javascript docs.argos-ci.com Official Argos SDKs for JavaScript | 18 | Claude Code, Codex | 1 | — |
| ilgizar-valiullin/mcp-web-hound Unified MCP search server with 8 providers, caching, reranking, and rate limits | 18 | Codex, OpenCode | 1 | 519 tok |
| robertdcurrier/erddap2mcp ERDDAP interface to LLMs using MCP | 18 | Claude Code | 1 | 2,300 tok |
| hichana/goalstory-mcp | 18 | Claude Code | 1 | 996 tok |
| Cadasto/openehr-assistant-mcp cadasto.github.io A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and A | 18 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,124 tok |
| michael-abdo/tmux-claude-mcp-server MCP Server for managing hierarchical Claude instances through tmux | 18 | Claude Code | 1 | 767 tok |
| AceDataCloud/SeedanceMCP MCP server for ByteDance Seedance video generation via Ace Data Cloud. | 18 | Claude Code, GitHub Copilot | 2 | 809 tok |
| jame581/LogseqBrain Persistent memory for Claude using a dedicated Logseq graph. Save and load project context | 18 | Claude Code | 1 | 2,181 tok |
| Liberty91LTD/cti-skills liberty91.com Cyber Threat Intelligence Skills for each stage of the CTI Lifecycle. | 18 | Claude Code, Codex, OpenCode | 4 | 2,048 tok |
| 6missedcalls/personal-finance-skill agentskills.io AI-powered personal finance skill — 75 tools across 7 extensions for banking (Plaid), trad | 18 | Claude Code | 1 | 984 tok |
| PrunaAI/pruna-skills dashboard.pruna.ai Agent skills and plugins to give your agents access to Pruna API and generation workflows. | 18 | Codex, OpenCode | 1 | 1,052 tok |
| sophymarine/openregistry openregistry.sophymarine.com Real-time, direct-from-official-registry company data via MCP. 30 national registries; unm | 18 | Gemini CLI | 1 | 522 tok |
| arthjean/rust-doctor Your agent writes bad Rust. This catches it. | 18 | Claude Code, Codex, OpenCode | 5 | 2,198 tok |
| PSPDFKit-labs/nutrient-skills nutrient.io AI agent skills for Nutrient APIs and SDKs — works with Claude Code, Codex, Gemini CLI, C | 18 | Claude Code, Codex, OpenCode | 2 | 840 tok |
| aahil62/unslop | 18 | Claude Code, Codex, OpenCode | 1 | 488 tok |
| rejifald/StitchAPI stitchapi.dev The agent-native runtime where a typed, declarative stitch replaces fetch — for humans and | 18 | Claude Code | 3 | 738 tok |
| clouisle/Clouisle clouisle.asia Next-Generation Multi-Agent Collaboration Platform and Workflow Engine. Build and orchestr | 18 | Claude Code, Codex, OpenCode | 2 | 999 tok |
| Sensorica/nondominium sensorica.github.io Nondominium built on REA + Valueflows + Holochain is a distributed multi-agent system for | 18 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3 tok |