44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| DataZooDE/erpl-adt erpl.io CLI and MCP server for the SAP ADT REST API — search, read/write ABAP source, run tests, m | 21 | Claude Code, Codex, OpenCode | 2 | 6,802 tok |
| dpmadsen/multimodels-mcp MCP server that lets Claude Code delegate tasks to GPT-5.6 (Codex CLI), DeepSeek, GLM, Ope | 21 | Claude Code, Codex, OpenCode | 2 | 2,571 tok |
| ObscuritySRL/bun-win32 Zero-dependency, zero-overhead Win32 FFI bindings for Bun on Windows. | 21 | Claude Code, Codex, OpenCode | 2 | 6,102 tok |
| aiya000/dotfiles Practical configuration files by 5000++ commits. e.g., Neovim and tmux with editprompt for | 21 | Claude Code | 2 | 1,491 tok |
| pandosme/make_acap A collection of demo ACAP that utilize various services in Axis Cameras. These can be use | 21 | GitHub Copilot | 1 | 904 tok |
| navisbio/AACT_clinicaltrials_MCP | 21 | Claude Code | 1 | 567 tok |
| khairold/pibun | 21 | Claude Code, Codex | 5 | 3,749 tok |
| ai-analyst-lab/ai-analyst-plus AI Product Analyst Plus — full system + premium skills for bootcamp and consulting | 21 | Claude Code | 3 | 9,546 tok |
| context-foundry/context-foundry contextfoundry.dev Stop vibe coding. Start building. | 21 | Claude Code, GitHub Copilot | 9 | 2,921 tok |
| wearelamplit/lamp-os LampOS | 21 | Claude Code | 1 | 4,431 tok |
| saadnvd1/hydra Never stop coding when your AI CLI hits a rate limit. Unified wrapper for Claude Code, Cod | 21 | Claude Code | 1 | 625 tok |
| mohanagy/madar mohanagy.github.io Stop AI coding agents from rediscovering large TypeScript/Node repos with task-aware local | 21 | Claude Code | 1 | — |
| topos-sh/topos topos.sh Behavior sharing for AI agents in teams — the topos CLI + self-hostable plane keep every a | 21 | Claude Code, Codex, OpenCode | 2 | 1,503 tok |
| corveil/crow Web-based session manager for AI-powered development — orchestrates git worktrees, Claude | 21 | Claude Code | 1 | 15,472 tok |
| noemica-io/design-graph noemica.io AI design tools give you pages. Design Graph gives you flows. A canvas where each node is | 21 | Claude Code | 1 | — |
| paladini/mcp-me mcp-me.page Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that give | 21 | Codex, GitHub Copilot, OpenCode | 2 | 1,577 tok |
| aiconnai/agentshield aiconnai.github.io 🛡️ Offline Rust security scanner for AI agent tools & MCP servers — MCP, Hermes Agent, Cr | 21 | Claude Code, Codex, OpenCode | 2 | 7,799 tok |
| staticroostermedia-arch/engram glama.ai Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, sessio | 21 | Claude Code, Codex, OpenCode | 2 | 3,188 tok |
| jukkan/xrm-mcp An MCP server for Dataverse people who know where this thing is coming from. | 21 | Claude Code | 1 | 1,815 tok |
| imatza-rh/mcp-zuul pypi.org MCP server for Zuul CI - debug build failures, search logs, manage pipelines, and monitor | 21 | Claude Code | 1 | 2,037 tok |
| marcosd4h/DeepExtractRuntime AI-driven agent runtime for Windows PE binary analysis. Turns IDA Pro decompiled code and | 21 | Claude Code | 1 | 1,730 tok |
| monkey2jack/aiduMEI aiduMEI⚕ Aidu Memory Engine Insight · General-purpose wisdom engine for agents — Excellent | 21 | Codex, OpenCode | 1 | 1,538 tok |
| iurysza/android-use A CLI + SKILL for Android device automation built for agents and humans. | 21 | Codex, OpenCode | 1 | 385 tok |
| shutootaki/gwm Git worktree manager cli. Switch Git contexts with zero friction. Review pull requests, cr | 21 | Claude Code, Codex, OpenCode | 6 | 1,160 tok |
| saidsurucu/rlang-mcp-python MCP Server for Running R Language | 21 | Claude Code | 1 | 3,196 tok |
| hemanth/mcp-web-client mcphost.link A web-based client for connecting to MCP servers with OAuth support | 21 | Claude Code, Codex | 1 | — |
| ai4curation/owl-mcp ai4curation.github.io MCP server for OWL applications | 21 | Claude Code | 1 | 661 tok |
| nonatofabio/luna-agent Custom minimal AI agent with persistent memory, MCP tools, and Discord | 21 | Claude Code | 1 | 1,019 tok |
| Rushik-B/Clira tryclira.com Open-source AI chief of staff — manages email, calendar, reminders, and tools with human a | 21 | Claude Code, Codex, OpenCode | 3 | 3,665 tok |
| flowercomputers/hivemind global agent memory and skill sharing | 21 | Codex, OpenCode | 1 | 1,948 tok |
| GetStream/agent-skills Give your AI coding agent the ability to build, query, and manage Stream - Chat, Video, Fe | 21 | Codex, OpenCode | 1 | 969 tok |
| serverlessclaw/serverlessclaw Official ServerlessClaw: The authoritative autonomous AI agent swarm for AWS. Zero idle co | 21 | GitHub Copilot | 1 | 150 tok |
| 11Yuxuanyang/seedance-viral-forge 11yuxuanyang.github.io Reusable AI video prompt skills for Seedance 2.0 / 即梦: product-selling scripts, merchant d | 21 | Claude Code, Codex, OpenCode | 2 | 691 tok |
| hallboys/MCP4Acumatica MCP Server for Acumatica ERP | 21 | Claude Code | 1 | 27,474 tok |
| AceDataCloud/SeedanceMCP Seedance by Ace Data Cloud: text-to-video, image-to-video and task results via MCP. | 21 | Claude Code, GitHub Copilot | 2 | 809 tok |
| zgbrenner/agentcounsel zgbrenner.github.io Open-source, AI-agnostic skills for legal teams. | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,839 tok |
| denysdovhan/agents A collection of custom skills for my workflows with AI-agents | 21 | Claude Code, Codex, OpenCode | 2 | 528 tok |
| MarioZZJ/cc-notify-hooks mariozzj.github.io Agent response-waiting notification plugin (supports Claude Code, CodeX, DeepSeek Harness, | 21 | Claude Code, Codex, OpenCode | 2 | 2,577 tok |
| rejifald/StitchAPI stitchapi.dev The agent-native runtime where a typed, declarative stitch replaces fetch — for humans and | 21 | Claude Code | 3 | 738 tok |
| Sensorica/nondominium sensorica.co Nondominium built on REA + Valueflows + Holochain is a distributed multi-agent system for | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3 tok |
| Open-Harness/open-harness open-harness.github.io | 21 | Claude Code, Codex, OpenCode | 5 | 6,022 tok |
| techleadhd/blockworld Voxel renderer for AI Agents (MCP, skills) | 21 | Claude Code | 3 | — |
| drasticstatic/tradingview-mcp-jackson TradingView Desktop MCP — Fortuna trading system working copy. Upstream: LewisWJackson/tra | 21 | Claude Code, Codex, OpenCode | 2 | 4,579 tok |
| sunnyday-technologies/CADCLAW The testing framework CAD never had — automated validation, interference detection, and st | 21 | Codex, OpenCode | 1 | 1,753 tok |
| Synter-Media-AI/mcp-server synterai.com Open-source MCP server for AI agents (MIT): read across 43 ad platforms ($0.00/mo, 0% ad s | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,570 tok |
| linxule/interpretive-orchestration doi.org Human-AI partnership for interpretive qualitative research. A plugin for Claude Code, Code | 21 | Codex, OpenCode | 1 | 1,158 tok |
| Repliers-io/mcp-server Open-source MCP server for the Repliers API. Lets developers build conversational and agen | 21 | Claude Code | 3 | 3,097 tok |
| hilyfux/knowledge-graph Stop AI Coding from forgetting. A knowledge graph–driven memory layer for LLMs (ChatGPT, | 21 | Claude Code, Codex, OpenCode | 2 | 1,190 tok |
| R-s0n/rs0n-bug-bounty-mcp-server An MCP (Model Context Protocol) server that gives Claude Code access to a comprehensive bu | 21 | Claude Code | 1 | 430 tok |
| mikhashev/law7 Law7 MCP Server and Core Engine -- Open up-to-date legal database for AI assistants | 21 | Claude Code | 1 | 3,170 tok |