How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
tray-tecnologia/tray-api-ai-plugin tray-api-claude-code.tray.com.br Plugin para agentes de IA(Claude Code, Codex, etc) com integração completa às APIs da Tray 15 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,410 tok
strvmarv/total-recall Multi-tiered memory and knowledge base plugin for TUI coding assistants (Claude Code, Copi 15 Claude Code, Codex, Kiro, OpenCode 2 14,720 tok
jascal/orca-lang Orca (Orchestrated State Machine Language) — an LLM-native code generation target 15 Claude Code, Codex, OpenCode 8 9,776 tok
AeyeOps/mcp-imagemagick MCP server for image conversion using ImageMagick and darktable 15 Claude Code 1 863 tok
elyxlz/discord-mcp 15 Claude Code 1 1,019 tok
lotosbin/claude-skills 15 Claude Code 5 —
danielbushman/MCP-Quickbase 15 Claude Code 3 787 tok
wyattjoh/media-server-mcp A Model Context Protocol (MCP) server that provides AI assistants with tools to manage Rad 15 Claude Code 1 6,496 tok
lesleslie/excalidraw-mcp Unofficial Excalidraw MCP Server 15 Claude Code, Codex, Gemini CLI, OpenCode 3 3,292 tok
ashlesh-t/cognirepo ashlesh-t.github.io Local cognitive infrastructure for AI coding agents — semantic memory, repository intellig 15 Claude Code, GitHub Copilot 2 3,169 tok
Brandcode-Studio/brandsystem-mcp brandcode.studio Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .bra 15 Claude Code, Codex, OpenCode 2 4,474 tok
ombulabs/claude-code_dual-boot-skill fastruby.io A Claude Code skill to dual boot your Ruby application with Bundler and next_rails 15 Claude Code 1 1,333 tok
calebzu/pmsm-control-claude-skills-for-matlab PMSM Claude Skills: methodology + skill library for AI-augmented MATLAB/Simulink modeling 15 Claude Code 1 1,096 tok
DevonPeroutky/agent-profiler npmjs.com 15 Claude Code 1 4,101 tok
AdrianV101/obsidian-pkm-plugin npmjs.com Connect Claude Code to your Obsidian vault — MCP server plugin with 20 tools, agents, and 15 Claude Code 1 4,656 tok
nickjlamb/pubcrawl pharmatools.ai MCP server giving AI assistants verifiable access to PubMed, Europe PMC, US/UK drug labell 15 Claude Code 1 1,863 tok
miapre/mimic-ai The design system copilot that builds Figma from HTML using your real components and token 15 Claude Code 4 7,131 tok
manushi4/Screenhand screenhand.com Give AI eyes and hands on your desktop. Open-source MCP server for desktop automation — sc 15 Claude Code, Codex, OpenCode 12 5,310 tok
cote-star/agent-chorus Local-first CLI to read, compare, and hand off sessions across Claude Code, Codex, Gemini, 15 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,938 tok
iltsarev/detach Run Codex and Claude Code reliably in the background on macOS—with a native dashboard, per 15 Claude Code, Codex, OpenCode 3 1,804 tok
sjungling/sjungling-claude-plugins personal collection of Claude Code plugins 15 Claude Code 1 3,118 tok
duyet/codex-claude-plugins Codex and Claude Code plugins 15 Claude Code, Cursor 2 1,085 tok
Peadarpol/ai-delivery-control A governance harness for AI-assisted software delivery. You govern. Agents deliver. 15 Claude Code, Codex 25 —
LaZZy0v0/tijori-finance-mcp 15 Claude Code 1 517 tok
Kaademos/secure-sdlc-agents owasp.org A team of Claude Code sub-agents that enforce security across the full SDLC, from ASVS req 15 Claude Code 9 2,116 tok
braintrustdata/bt 15 Claude Code, Codex, OpenCode 3 967 tok
Wynelson94/longhand glama.ai Lossless local memory for Claude Code. The full, unabbreviated version. Every tool call, e 15 Claude Code 1 1,935 tok
nmeierpolys/mcp-structured-memory npmjs.com Structured Memory MCP Server 15 Claude Code 1 160 tok
kousen/OsqueryMcpServer MCP wrapper and Claude Code Skill for osquery 15 Claude Code 1 3,059 tok
yusong652/yade-mcp pypi.org MCP server connecting AI agents to YADE — run DEM simulations through natural conversation 15 Claude Code, Codex, OpenCode 2 1,379 tok
CaullenOmdahl/youtube-music-mcp-server YouTube Music MCP Server - Search, curate, and manage YouTube Music playlists through Clau 15 Claude Code 10 2,008 tok
septract/lean-aristotle-mcp 15 Claude Code 1 1,225 tok
byronxlg/skillfold byronxlg.com Declarative skill manager for Claude Code and Codex. Declare skills in YAML, pin exact rev 15 Claude Code, Codex, OpenCode 2 2,102 tok
oubakiou/mdxg-redline Inline review tool for MDXG markdown — capture highlighted comments and export them as str 15 Claude Code, Codex, OpenCode 4 585 tok
Tencent-RTC/agent-skills trtc.io TRTC AI Integration Assistant - helps developers integrate Tencent Real-Time Communication 15 Claude Code, Codex, OpenCode 2 4,765 tok
ariaxhan/kernel-claude Claude Code learns from itself. Persistent memory, multi-agent orchestration, and a scient 15 Claude Code, Codex, OpenCode 4 13,388 tok
taehyeonglim/korean-elementary-learning-map-mcp MCP server for the Korean elementary school 2022 revised curriculum learning graph — inclu 15 Claude Code 1 918 tok
pedrobraiti/agentic-trading-mcp Valet - MCP servers that let an AI agent (Claude Code) trade for real: Interactive Brokers 15 Claude Code 1 3,211 tok
badchars/github-security-mcp GitHub security posture analysis for AI agents — 39 MCP tools, 45 checks across org, repos 15 Claude Code 1 1,080 tok
ADN-DevTech/acad-api-skill AI agent skills and rules for scaffolding and building AutoCAD, Civil 3D, and Plant 3D .NE 15 Claude Code, GitHub Copilot 2 2,615 tok
elkadrinaoufal1996/hormozi-marketing-ultimate Ultimate marketing plugin for Claude Code and Cowork — selling digital products (PDF guid 15 Claude Code, Codex, OpenCode 1 2,260 tok
richer-richard/fenestra crates.io Pure-Rust native GUI framework with web-grade aesthetics and first-class headless PNG rend 15 Claude Code, Codex, OpenCode 2 3,490 tok
XD3an/awesome-ai-coding-all-in-one A curated collection of AI-powered coding tools, configurations, and resources to enhance 15 Claude Code 3 —
jungjaehoon-lifegamez/MAMA Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client 15 Claude Code, Codex, OpenCode 2 3,625 tok
reactiveui/Primitives A compact, allocation-conscious reactive programming library for .NET built on IObservable 15 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,328 tok
songth1ef/nestwork songth1ef.github.io Sync memory across multiple AI agents via git. Claude/Codex/Gemini/Hermes on different mac 15 Claude Code, Codex, OpenCode 2 13,281 tok
costrict-plugins-repo/multica-ai-karpathy-skills-andrej-karpathy-skills costrict-plugins mirror of multica-ai-karpathy-skills-andrej-karpathy-skills (auto-generat 15 Claude Code 1 522 tok
Montimage/mitre-mcp A Model Context Protocol (MCP) server that provides tools for working with the MITRE ATT&C 15 Claude Code, Codex, OpenCode 2 1,291 tok
SiluPanda/academic-researcher Skill to write academic research papers 15 Claude Code 1 —
danielsimonjr/everything-mcp MCP server for Everything search engine - instant file search for Windows 15 Claude Code, Codex, OpenCode 2 1,504 tok