How real projects configure their agents

31,984 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
kangraemin/claude-status-bar Claude Code status line script 24 Claude Code 8 161 tok
sprklai/zenii zenii.sprklai.com Your machine's AI brain. One 20MB binary gives every tool, script, and cron job shared AI 24 Claude Code 5 3,364 tok
Dkm0315/frappe-agent hol.org Frappe, ERPNext, and Frappe ecosystem agent plugin for Codex, Claude Code, Cursor, Copilot 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,181 tok
Intersect-Collaborations-LLC/research-workflow-assistant Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAl 24 Claude Code, GitHub Copilot 13 7,170 tok
benmyles/glyph 🔮 glyph – mcp server to map your codebase with symbol outlines 24 Claude Code 1 1,133 tok
NickRomanek/clawbridge clawbridge.ai Free, open-source AI agent for browser & desktop automation. Plain English commands, workf 24 Claude Code 1 8,851 tok
heristop/leclap leclap.dev Deterministic video composition from one JSON template — renders on Node, in the browser v 24 Claude Code, Codex, OpenCode 2 2,461 tok
local-falcon/mcp localfalcon.com MCP server for Local Falcon's local SEO and AI visibility platform: geo-grid rank tracking 24 Claude Code 1 5,826 tok
wangjianjq/Skill Auto agents 24 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 45 8,297 tok
huifer/claude-code-interview 24 Claude Code 23 379 tok
hzy970907/fish-claude-code An enterprise-grade AI R&D SOP for Claude Code, built for Java developers. An out-of-the-b 24 Claude Code 2 925 tok
AdaCore/skills 24 Claude Code, Codex, OpenCode 2 1,074 tok
Cloudzero/cloudzero-claude-marketplace Easy way to get started using Claude Code and the CloudZero MCP server to analyze your clo 24 Claude Code 2 320 tok
kinncj/MAPLE A comprehensive template for building applications with AI-powered development agents Thi 24 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,879 tok
StanfordSpezi/SpeziVibe spezivibe.com AI-enabled toolkit for building cross-platform digital health apps 24 Claude Code, Codex, OpenCode 2 594 tok
limsangjin12/app-templates App development monorepo template 24 Claude Code, Codex, OpenCode 6 1,941 tok
MacPaw/ComposablePipelines Open, runtime-agnostic Swift package for composing AI pipelines: SwiftUI-like DSL, Codable 24 Claude Code 1
Gdenian/claude-code-cn-plus Claude Code Chinese localization enhancement package — one-click installation, fully local 24 Claude Code 1 298 tok
bobchao/product-coach An AI Product Coach that asks, not tells. 24 Claude Code, Codex, OpenCode 3 2,406 tok
solanabr/solana-vault-standard Solana tokenized vault standard built on Anchor. Programs, SDK, CLI + native extensions to 24 Claude Code 47 1,458 tok
yazelin/ipas-ai-quiz yazelin.github.io iPAS AI Application Planner online mock exam practice (611 past exam questions, frontend-o 24 Claude Code, Codex, OpenCode 4 3,048 tok
chats-is/termory Management for your AI Terminal and Memory. 24 Claude Code 2 30,725 tok
chrisns/govreposcrape Semantic code search over ~24k UK government repositories using Google Cloud Run and Verte 24 Claude Code 28
crowdsecurity/crowdsec-skill CrowdSec Skill : Install, configure, debug and operate crowdsec 24 Claude Code 1 2,401 tok
jacobcwright/open-animate open-animate.com Open Source Creative Suite for Agents 24 Claude Code 1 1,598 tok
braiins/llm-jail A Nix script for running CLI coding tools in an isolated MicroVM environment 24 Claude Code, Codex, OpenCode 2 1,820 tok
yutori-ai/yutori-mcp yutori.com Yutori MCP 24 Claude Code, Codex 7
pr1m8/haive Haive AI Agent Framework — production-ready monorepo with 53+ agents, RAG, memory, KG, and 24 Claude Code 2 4,711 tok
feiskyer/openclaw-kubernetes Kubernetes helm chart for OpenClaw (former Moltbot/Clawdbot) 24 Claude Code, Codex, OpenCode 2 4,564 tok
abhishekgahlot2/pi-dsh abhishekgahlot2.github.io Pi coding-agent harness with durable sessions, causal history, reversible components, and 24 Claude Code, Codex, OpenCode 2 1,443 tok
aeromechanic000/minecraft-ai-python An Open Framework for Building Embodied AI in Minecraft 24 Claude Code 1 7,927 tok
ArcadeAI/docs docs.arcade.dev Documentation for Arcade AI 24 Claude Code, Codex, Cursor, OpenCode 4 1,673 tok
rohoswagger/ez-stack The Stacked PR CLI for agents - Manage worktrees, atomic PRs, and more all from the CLI 24 Claude Code, Codex, OpenCode 2 6,439 tok
fb0sh/pentester An automated penetration testing framework based on AI agents, strictly following the PTES 24 Claude Code, Codex 58
benday-inc/azdoutil A collection of useful Azure DevOps utilities. 24 Claude Code 2 9,742 tok
fiberplane/mcp-gateway Gateway for inspecting and auditing your MCP servers 24 Claude Code, Codex, OpenCode 2 5,849 tok
Vincent-Carrier/oxytone oxytone.xyz A web application for studying Ancient Greek texts with integrated lexical, syntactic, and 24 Claude Code 2 1,648 tok
yaoyouzhong/boss-resume-filter yaoyouzhong.github.io A local-first recruitment screening workspace | Click the Website below for the product de 24 Claude Code, Codex, OpenCode 2 19,610 tok
ndoo/fusion360-mcp-bridge Connect Claude Code to Fusion 360 via MCP — read/create/update/delete CAD geometry through 24 Claude Code 1 2,340 tok
marcopollivier/techagenda techagenda.com.br Agenda de eventos e conferências para as áreas de Engenharia de Software, Produto e Design 24 Claude Code 5 1,507 tok
channelramble/DensityToggle Shrink Wear OS display density so sideloaded phone apps fit the round screen — Galaxy Watc 24 Claude Code 1 3,642 tok
Ryu0118/xcstrings-crud ⚡️ CLI and MCP server for token-efficient CRUD operations on xcstrings (String Catalog) fi 24 Claude Code 4 400 tok
gokr/nimcp A Nim library to easily make MCP servers for use by LLMs 24 Claude Code 1 1,143 tok
TJC-LP/fast-mcp-scala A quick and easy way to deploy MCP servers using Scala 24 Claude Code 1 6,496 tok
TJ-Frederick/TheologAI Bible and theological study MCP server 24 Claude Code 1 4,173 tok
squerne/open-career-skills jobmentis.com Eight Claude Code skills for the job hunt that refuse to invent facts about you: CV optimi 24 Claude Code 1 1,014 tok
veerps57/memento runmemento.com A local-first, LLM-agnostic memory layer for AI assistants 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,591 tok
rayline-ai/rayline rayline.ai Open-source local router for coding agents, connecting Claude Code to cloud and local on-d 24 Claude Code, Codex, OpenCode 2 961 tok
brandonsimpson/devils-advocate A Claude Code plugin that adds adversarial self-critique to every task. Claude scores its 24 Claude Code 1 277 tok
hamr0/liteagents Comprehensive AI liteagents kit (subagents, skills/commands) for Claude Code, Opencode, Am 24 Claude Code 1 554 tok