How real projects configure their agents

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
jassics/awesome-claude-security jassics.github.io Claude code skills, agents, memory, profiles to accomplish cybersecurity tasks, projects, 11 Claude Code 1 848 tok
ionos-cloud/ionoscloud-mcp This project implements an MCP server to interact with ionos cloud resources. 11 Claude Code 1 7,390 tok
zhurong2020/pyobfus zhurong2020.github.io AST-based Python obfuscator with reverse stack-trace mapping — obfuscate before shipping a 11 Claude Code, Codex, OpenCode 2 10,428 tok
nirholas/robinhood-mcp MCP servers for the Robinhood Crypto Trading API: read-only data tools plus an opt-in trad 11 Claude Code, Codex, OpenCode 2 523 tok
oldwinter/skills A personal collection of agent skills, including automatically triggered and manually invo 11 Claude Code, Codex, OpenCode 3 1,120 tok
Lex6won/vibecode-checker A first-line security linter for quickly AI-generated code, checking it against South Kore 11 Claude Code 1 —
SethGame/mcp_flexsim mcp server for FlexSim 11 Codex, OpenCode 1 700 tok
venikman/fpf-memory mcp.fpf.sh Hosted MCP server + slim wiki projection of the First Principles Framework (FPF) by Anatol 11 Claude Code, Codex, OpenCode 2 3,398 tok
knorq-ai/docx-mcp-server MCP server for reading, editing, formatting, and commenting Word documents 11 Claude Code 1 3,376 tok
guardianer9-debug/cst-studio-orchestrator-mcp Unified MCP automation layer for CST Studio Suite antennas, RF/EM, PCB/SI, schematics, and 11 Claude Code 1 1,414 tok
songofhawk/doco doco.page The document space where humans and AI agents write together — block-level API, MCP, CLI. 11 Codex, OpenCode 1 2,565 tok
Ostico/bruno-mcp-studio npmjs.com MCP server for Bruno: an AI agent authors, reads and runs .bru and .yml API collections. N 11 Claude Code 1 1,711 tok
Pantani/ableton-mind pantani.github.io Definitive MCP server for Ableton Live — full LOM coverage, embedded device knowledge base 11 Claude Code, Codex, OpenCode 32 4,391 tok
nirholas/3D-AR-Studio nirholas.github.io An AR studio for any web page: place 3D models in your room via WebXR, Quick Look or Scene 11 Claude Code, Codex, OpenCode 2 634 tok
iuliandita/skills iuliandita.com Task skills for coding agents, from Kubernetes to code review. Install only the ones you n 11 Claude Code, Codex, OpenCode 2 809 tok
iwe-org/dev-workspace iwe.md Memory for your coding agent — markdown project graph template: product, plans, features, 11 Claude Code, Codex, OpenCode 2 2,649 tok
JairoTorregrosa/jaiskills All my agent skills as one Claude Code plugin: agents checking agents (insistir), verifica 11 Claude Code, Codex, OpenCode 1 2,230 tok
rshade/finfocus rshade.github.io FinOps CLI for Pulumi — projected costs, actual spend tracking, budget enforcement, and co 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 54 29,860 tok
rbinar/cli-dispatch medium.com Claude Code plugin that hands work to DeepSeek, Gemini (Antigravity), OpenAI Codex, OpenCo 11 Claude Code 1 7,566 tok
stefanoskarakasis/Product-Marketing-Skills stefanoskarakasis.substack.com Product Marketing Skills for Claude Code and AI agents: agentic skills, commands, and plug 11 Claude Code, Codex, OpenCode 2 1,977 tok
raultov/knot knot.kz High-performance Rust MCP server & CLI codebase indexer for AI agents. Unlocks deep codeba 11 Codex, OpenCode 1 6,343 tok
lidless-labs/proxmox-mcp lidless.dev Point an agent at your homelab and it can nuke a VM. proxmox-mcp gates every write before 11 Codex, OpenCode 1 1,236 tok
MasayukiTa/m365-copilot-companion-mcp Personal-use MCP server that gives Microsoft 365 Copilot real hands on your own laptop: fi 11 Codex, OpenCode 1 450 tok
agentic-threat-modeling/MAESTRO agentic-threat-modeling.github.io OWASP MAESTRO Threat Modeling Playbook 11 Claude Code 1 4,581 tok
bc1xxx/orchestrator-opencode Multi-agent orchestration system for OpenCode 11 Claude Code, OpenCode 16 —
elfa-ai/skills Agent skill for the Elfa AI 11 Claude Code, Codex, OpenCode 2 359 tok
Hartwich/Open-Party-Lab hartwich.github.io Open Party Lab is an open-source browser party game platform with a shared host screen, ph 11 Codex, OpenCode 1 899 tok
moda-labs/bobi-agent Event-driven AI agent framework 11 Claude Code, Codex, OpenCode 4 4,811 tok
georgeturneruk/tckit tckit.org TwinCAT MCP 11 Claude Code 10 1,399 tok
mashbean/research-publishing-pipeline Automated research article production line — a semi-automated research writing pipeline us 11 Claude Code 2 6,837 tok
GixGosu/gdd-review-kit Small example agent kit for reviewing GDDs 11 Claude Code 1 1,857 tok
adjective-rob/snap Annotate your screen and feed it to your AI agent. Press a global hotkey, circle bugs, dra 11 Claude Code 1 743 tok
gerardogrisolini/ZenCODE Native-Swift coding agent for the terminal and ACP. One binary, no Node runtime — customi 11 Codex, OpenCode 1 1,786 tok
duyet/oma oma.duyet.net Open Managed Agents and self-hosted Claude Tag-style agent runtime. Drop-in compatible; ru 11 Claude Code, Codex, Cursor, OpenCode 6 29,893 tok
hardy4yooz/buzz-web Standalone browser client for a Buzz Relay 11 Codex, OpenCode 1 1,492 tok
suhaas/earnings-edge Multi-agent (LangGraph + Claude) app that turns an earnings call into a source-attributed 11 Claude Code, Codex, GitHub Copilot, OpenCode 15 14,546 tok
nelsonjchen/unofficial-makerworld-parametric-model-maker-openscad-docs Agent-first reference docs, patterns, and evidence-backed changelog for MakerWorld's OpenS 11 Codex, OpenCode 1 1,086 tok
kelegele/ai-offline-translator kelegele.github.io Offline translation app based on the Hy-MT1.5 model and llama.cpp, with native inference o 11 Codex, OpenCode 1 5,407 tok
DotRacel/control-claude-code Bring native remote-control experience for Claude BYOK users 11 Claude Code, Codex, OpenCode 2 348 tok
shchnk1103/Universe-Keyboard Third-party Chinese input method for iOS, based on the RIME/librime engine and the Rime-Fr 11 Claude Code, Codex, OpenCode 4 4,345 tok
krmj22/macos-mcp Drive Reminders, Calendar, Notes, Mail, Messages, and Contacts on macOS from an AI agent o 11 Claude Code 1 2,310 tok
meteor/agent-skills docs.meteor.com Meteor-maintained Agent Skills for building, migrating, testing, securing, and deploying M 11 Codex, OpenCode 1 2,994 tok
crenshawdev/cadence Phased planning and execution for Claude Code. Roadmap, plans, and progress live in files 11 Claude Code 1 —
AndyForest/SoupNet soup.net Your taste and judgment, in every AI agent you use. Shared, append-only memory of a human' 11 Claude Code 5 7,941 tok
sunglasses-dev/sunglasses sunglasses.dev Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, i 11 Claude Code, Codex, OpenCode 2 1,679 tok
Kiwunaka/codexRS Native Rust Codex Desktop client for Windows and Linux: tasks, diffs, Git, PTY, Browser, C 11 Codex, OpenCode 1 825 tok
rizowski/unraid-docker-folders Claude generated unraid plugin for managing docker 11 Claude Code 1 10,522 tok
AndekQR/fitatu-mcp-unofficial Unofficial Model Context Protocol server for Fitatu, with tools for food search and meal p 11 Codex, OpenCode 1 627 tok
PhilipAD/health-export-mcp healthexport.dev Open-source Apple Health MCP server for the MetricBridge iOS app: 194 metrics, 22 tools (2 11 Codex, OpenCode 1 1,251 tok
sandraschi/mixx-dj-mcp Mixxx DJ control via FastMCP — 40+ tools: decks, stems (Demucs), video decks, crates, OSC 11 Codex, Cursor, OpenCode, Windsurf 3 1,350 tok