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
MahammadNuriyev62/claude-code-katex marketplace.visualstudio.com VSCode extension that adds LaTeX math rendering to Claude Code using KaTeX 24 Claude Code 1 2,902 tok
sruja-ai/sruja sruja.ai A CLI-first autonomous coding agent where the actor never grades itself. Every edit is gro 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 7,132 tok
galyarderlabs/galyarder-framework galyarderlabs.github.io The framework that powers your Agentic Company 24 Claude Code, Codex, Gemini CLI, OpenCode 3 2,380 tok
kh0pper/crow maestro.press Modular, agentic framework and MCP platform you self-host. Build and run your own AI agent 24 Claude Code 1 2,236 tok
deeheber/job-search-agent An agent built with Strands deployed to Amazon Bedrock AgentCore to aid in the job hunt 24 Claude Code, Codex, OpenCode 2 126 tok
claude-market/marketplace Open source, hand-curated marketplace for Claude Code tools, agents and skills. 24 Claude Code 1 1,355 tok
superfly/sprites-ex sprites.dev Elixir SDK for Fly.io Sprites: computers for agents. Manage Sprites and run remote command 24 Claude Code 1 504 tok
agiledon/openmole The framework and skills of BDR(Bad smell Driven Refactoring) methodology 24 Claude Code, Cursor 32
MarimerLLC/rockbot Autonomous personal agent designed to be cloud-native 24 Claude Code 1 1,038 tok
gohypergiant/agent-skills agent-skills.accelint.io A collection of skills for AI coding agents. Skills are packaged instructions and scripts 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,658 tok
oceanjustinlin/qimen qimendao.com AI-based Qimen Dunjia online chart generation, situation analysis, conclusion analysis, an 24 Claude Code, Codex, OpenCode 7 829 tok
growthenginenowoslawski/autoclaybuilder growthenginenowoslawski.github.io Builds Clay tables — correctly, verifiably, the first time. Plan-gated; cloning is the cal 24 Claude Code, Codex, OpenCode 2 2,963 tok
tasteray/skills api.tasteray.com TasteRay skills for psychological profiling through natural conversation 24 Claude Code 1 1,259 tok
liftedkilt/openchore Open-source family chore management system 24 Claude Code 1 952 tok
boots-coder/LLM-101-CN 24 Claude Code 1 1,550 tok
EthereumPhone/PQ1 24 Claude Code, Codex, OpenCode 3 15,994 tok
pradeepsiddappa/indian-trading-agent 24 Claude Code 1 9,394 tok
dimitar-grigorov/mcp-file-tools MCP server for file operations on non-UTF-8 text: detects the encoding from the bytes, han 24 Claude Code, Codex, OpenCode 2 948 tok
caioniehues/herdmates Claude Code agent teams, native in herdr — teammux shim, mission-control board, focus pane 24 Claude Code 1 2,177 tok
umage-ai/CodeShellManager umage.ai Workspace manager for AI coding shells and agents. 24 Claude Code 1 18,213 tok
XeldarAlz/everything-claude-unity The ultimate Claude Code toolkit for Unity — 20 AI agents, 22 slash commands, 41 skills, a 24 Claude Code 7 446 tok
Lzh-xbccz/hermes-finance A multi-market financial analysis framework for AI Agents: MCP + Skills dual entry points, 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,649 tok
aiappsgbb/kratos-agent 24 Claude Code, Codex, OpenCode 2 2,216 tok
kikakkz/wait-agent Agent mux terminal. 24 Claude Code, Codex, OpenCode 2 1,262 tok
MythicAgents/sage Sage is a virtual Mythic agent that that uses an AI agentic system to operate Mythic and M 24 Claude Code, Codex, OpenCode 6 11,687 tok
Sunrisepeak/mbun Rewrite Bun in MC++ - Just for fun 24 Claude Code, Codex, OpenCode 7 112 tok
gabrielmaialva33/camera-hack 🔓 Root shell + persistent hack on a Yoosee/Jortan IP camera (Anyka AK3918EV330) via UART 24 Claude Code 1 468 tok
TulanCN/vibe-noveling Claude Code Skills for Chinese web novel writing workflow 24 Claude Code 1 799 tok
atorber/qmt-trading-skill atorber.github.io Combines a lightweight **QMT Bridge** API service (wrapping [xtquant](https://dict.thinktr 24 Claude Code 1 190 tok
magnusfroste/flowwink flowwink.com Flowwink is the next gen open source Business Operating System with 500+ skills where Herm 24 Claude Code 2 7,604 tok
Yakoub-ai/phaser4-gamedev phaser.io Claude Code plugin for Phaser 4 game development — 4 agents + 6 skills encoding deep Phase 24 Claude Code 1 2,725 tok
Zuehlke/teststand-mcp TestStand MCP 24 Claude Code 4 22,925 tok
heihei999/huasheng-mcp An MCP problem-solving assistant based on Huasheng Shisan's civil service exam methodology 24 Claude Code, Codex, OpenCode 2 1,522 tok
mainwp/mainwp-mcp mainwp.com MCP Server for MainWP Dashboard - Exposes MainWP Abilities API as MCP tools 24 Claude Code, Codex 1
davidbuenov/dbv-specs-ops The blueprint that turns any AI assistant into a disciplined Senior Engineer. 24 Claude Code, GitHub Copilot, Gemini CLI 10 1,234 tok
just1step/solidworks-mcp A Model Context Protocol (MCP) server for SolidWorks, enabling AI assistants to interact w 24 Claude Code, Codex 1
vanderbilt-data-science/knowledge-spaces AI-powered Knowledge Space Theory for adaptive education. 10 Claude Code skills implementi 24 Claude Code 11 1,265 tok
orka-agents/orka orka-agents.github.io 🐋 Cloud and AI-native multi-agent orchestration platform for Kubernetes 24 Claude Code, Codex, OpenCode 10 2,555 tok
tskovlund/mcp-score MCP server for AI-driven music score generation and manipulation. Natural language to nota 24 Claude Code, Codex, OpenCode 3 1,165 tok
gromhacks/bonsai-ninja 🥷 Give your codebase a black belt. Local code intelligence, security analysis, and compil 24 Claude Code, Codex, OpenCode 2 6,225 tok
LightconeResearch/lightcone-cli docs.lightconeresearch.org Agentic layer for ASTRA — dedicated skills, workflow execution, and HPC/container manageme 24 Claude Code 1 38,680 tok
Automattic/simplenote-mcp A basic MCP server for the Simplenote desktop app. 24 Claude Code, Codex, OpenCode 2 1,794 tok
elliotttate/sts2-modding-mcp MCP server for Slay the Spire 2 modding — 153 tools for game data querying, mod code gener 24 Claude Code 1 1,684 tok
joe-qai/qa-skills A toolkit focused on software testing, providing requirements analysis, test planning, and 24 Claude Code, Codex, OpenCode 2 4,238 tok
rails-hyperdrive/rails-hyperdrive Dev-only Rails engine that plugs AI coding agents into your running app: MCP introspection 24 Claude Code 1 16,771 tok
AI-Riksarkivet/ra-mcp ai-riksarkivet.github.io MCPs for Riksarkivet open APIs. This covers both agents and mcps 24 Claude Code 8 10,340 tok
NickoScope/nickol-knx-mcp nickoscope.github.io Design-time KNX/ETS assistant as an MCP server: validate (naming·DPT·status·Secure·Matter) 24 Claude Code 1 955 tok
DotRacel/control-claude-code Bring native remote-control experience for Claude BYOK users 24 Claude Code, Codex, OpenCode 2 348 tok
atopile/cell-sim 24 Claude Code, GitHub Copilot 2 10,286 tok
j5ik2o/event-store-adapter-js This library is designed to turn DynamoDB into an Event Store for Event Sourcing. 24 Claude Code, Codex, Gemini CLI, OpenCode 41 552 tok