How real projects configure their agents

23,761 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
AlexWangDa/s3-mcp-server-java The MCP Server based on the S3 protocol can perform operations on Amazon S3 and other S3-c 8 Codex, OpenCode 1 560 tok
kimgh06/Thask thask.kimgh06.com Thask – Linked Graph Risk Manager for Engineering Teams 8 Claude Code, Codex, OpenCode 2 1,471 tok
sardine-ai/mcp-server-manager 8 Claude Code, Codex, OpenCode 5 5,855 tok
armanas/froglet A protocol and node for a bot economy — bots create, publish, discover, buy, sell, and com 8 Claude Code, Codex, OpenCode 2 1,954 tok
emercoin/emer-ai-tools api.steledger.com Archived. The original Emercoin agent gateway. The emercoin/core image is built by emercoi 8 Claude Code, Codex, OpenCode 2 1,848 tok
Kynlos/Obsidian-MCP An Obsidian MCP for Agentic Coding Agents 8 Codex, OpenCode 1 4,816 tok
nbiish/mcp-calc-tools 8 Codex, OpenCode 1 3,864 tok
BigCactusLabs/dead-letter pypi.org Convert .eml and .mbox email, including Gmail Takeout, to Markdown with YAML front matter 8 Codex, OpenCode 1 2,219 tok
Aboudjem/ui-ux-suite ESLint for design. Finds the exact line, the measured wrong value, and the exact fix. 12 w 8 Claude Code, Codex, OpenCode 2 5,395 tok
Chili-Piper/mcp-assets chilipiper.com Official Chili Piper Skills and ChatGPT GPTs for the Chili Piper MCP — meeting diagnostics 8 Codex, OpenCode 1 857 tok
bezata/kObsidian Filesystem-first MCP server for Obsidian vaults with an LLM-Wiki layer on top. 8 Claude Code, Codex, OpenCode 2 928 tok
bricerising/enterprise-software-playbook bricerising.github.io Composable agent skills (playbooks) for building enterprise-grade web services — covering 8 Codex, OpenCode 1 445 tok
nagameTW/humanizer-zh-tw Skill for removing AI writing traces, enhanced for Taiwan. Covers 46 patterns, including d 8 Codex, OpenCode 1 1,295 tok
chrisgagne/grounded-forge Project once, retrieve distillations, create tools: a pre-loading retrieval architecture a 8 Claude Code, Codex, OpenCode 4 5,455 tok
pitlane-ai/pitlane Race a baseline vs a skill or MCP on real tasks. Hard checks show if it got better, faster 8 Codex, OpenCode 1 287 tok
teamtinvio/jaz-ai jaz.ai Fastest ledger for agents. Jaz accounting plugins, skills, MCP server, and CLI for Claude, 8 Claude Code, Codex, OpenCode 1 643 tok
mgiovani/cc-arsenal 45 production-grade AI agent skills for real dev workflows. Code review, shipping, docs, g 8 Claude Code, Codex, OpenCode 2 4,516 tok
tartinerlabs/skills Claude Code skills for git workflows, GitHub automation, security audits, code refactoring 8 Codex, OpenCode 1 2,810 tok
hani-q/qstack A personal stack of agent skills for reviewable planning, disciplined execution, and durab 8 Codex, OpenCode 1 384 tok
Victory-7291/project-scaffold-setup-skills Reusable agent skills for scaffolding C++ and embedded projects 8 Codex, OpenCode 1 995 tok
littlebearapps/pitchdocs littlebearapps.com Turn any codebase into professional, marketing-ready GitHub documentation — powered by AI 8 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 6,155 tok
DmitriyYukhanov/claude-plugins Personal collection of Claude Code plugins and skills: development workflows, cross-model 8 Codex, OpenCode 1 1,217 tok
Elnora-AI/elnora-linear Linear workspace for Claude Code — search, bulk edit, agents, and a config-driven curator. 8 Claude Code, Codex, OpenCode 1 1,807 tok
Cubenest/rrweb-stack cubenest.in Two OSS products on one rrweb substrate: tracelane (self-contained HTML test-failure repla 8 Claude Code, Codex, OpenCode 2 2,680 tok
ivanostanin/lucius-mcp ivanostanin.github.io A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS. 8 Codex, OpenCode 1 374 tok
sphinx-contrib/mcp sphinx-contrib.github.io Sphinx extension for documenting MCP tools, prompts, resources and resource templates. 8 Claude Code, Codex, OpenCode 2 755 tok
V-Songbird/razor YAGNI checks for Claude Code and Codex: reconsider dependencies, file growth and unnecessa 8 Claude Code, Codex, OpenCode 2 1,232 tok
ABMJ/tenable-sc-mcp-server Production-ready MCP server for Tenable Security Center with intelligent caching. 90% toke 8 Codex, OpenCode 1 1,269 tok
jpwang1208/find-skills-x AI-powered skill discovery tool for finding and recommending agent skills across 8+ platfo 8 Codex, OpenCode 1 229 tok
trentisiete/endy npmjs.com Multi-agent control plane for coding CLIs (Codex, OpenCode, CommandCode, Hermes) with one 8 Codex, OpenCode 1 3,029 tok
vibestackdev/vibe-stack vibestack0.gumroad.com 29 .mdc architecture rules that prevent AI coding assistants from hallucinating insecure a 8 Claude Code, Codex, OpenCode 2 2,642 tok
hslee16/Archy Architectural sensor for Python codebases - keeps structure honest under AI-assisted devel 8 Claude Code, Codex, OpenCode 2 4,029 tok
kazakago/cc-mascot kazakago.github.io A desktop mascot that speaks responses from AI coding agents. 8 Codex, OpenCode 1 1,341 tok
ojamin/okf-loom Toolkit for turning Markdown docs bundles into validated OKF knowledge graphs, with a loca 8 Claude Code, Codex, OpenCode 2 877 tok
Supersynergy/agent-token-saver Cuts what your coding assistant spends per task, and shows you the numbers. Works with Cod 8 Claude Code, Codex, OpenCode 2 474 tok
ehurrn/newsroom-extension AI investigative journalism toolkit — OSINT, FOIA engineering, corporate veil piercing, li 8 Codex, Gemini CLI, OpenCode 2 2,571 tok
tb0hdan/wass-mcp Web Application Security Scanner MCP Server 8 Claude Code, Codex, Gemini CLI, OpenCode 3 191 tok
snyk/saw-mcp 8 Claude Code, Codex, OpenCode 2 1,968 tok
yashau/dexgram Lightweight Telegram bridge for Codex on Windows 8 Claude Code, Codex, OpenCode 2 1,834 tok
Trenza1ore/GitCode-API gitcode-api.readthedocs.io Easy-to-use Python SDK for the GitCode REST API. Providing a built-in CLI tool and optiona 8 Claude Code, Codex, OpenCode 2 3,160 tok
art9mid/arc-skill AI agent skill for scaffolding production-ready React Native (Expo) projects. Architecture 8 Claude Code, Codex, Cursor, OpenCode 4 2,221 tok
tsnAnh/flutter-agentic-starter The production-ready Flutter starter built for Claude Code, Cursor, Codex, and modern AI c 8 Claude Code, Codex, OpenCode 2 3,715 tok
Bundl-AI/bundl-cli bundl.ai Bundl - The open corpus standard for AI employees. Define how your company works once. Eve 8 Claude Code, Codex, OpenCode 2 306 tok
alficlaw01/claw3d claw3d-office-alfi1.vercel.app 3D AI agent office — forked from iamlukethedev/Claw3D 8 Codex, OpenCode 1 129 tok
classicchins/compounding-marketing cmo-skills.com A Claude Code + ChatGPT/Codex plugin for world-class Marketing & GTM workflows 8 Claude Code, Codex, OpenCode 2 8,473 tok
DropFan/claude-code-plugins Claude Code plugins collection - custom plugins and curated favorites. chat-saver/skill-ex 8 Claude Code, Codex, OpenCode 2 1,569 tok
Apptware-Product-Labs/markr apptware.com Fast Markdown preview for VS Code & Cursor — GitHub rendering, live TOC, Mermaid, multi-ta 8 Claude Code, Codex, Cursor, OpenCode 3 1,265 tok
sfc-gh-myoung/ai_coding_rules One universal AI coding rule set for all AI assistants, IDEs, and agents — portable, intel 8 Codex, OpenCode 1 711 tok
markpasternak/canvas-drop canvas-drop.com Turn web artifacts into tools your team can use. Publish from files or an AI agent, contro 8 Claude Code, Codex, OpenCode 2 4,677 tok
777genius/infinity-context Reliable memory and context infrastructure for AI coding agents: source-backed facts, revi 8 Codex, OpenCode 1 284 tok