How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
grisuno/estorides Open-source intelligence (OSINT) aggregator and correlation engine inspired by Palantir, B 98 Claude Code 1 8,345 tok
chrisryugj/korean-dart-mcp npmjs.com OpenDART electronic disclosure MCP | 83 APIs → 15 MCP tools. Disclosures, financials, owne 98 Claude Code 1 823 tok
AIPMAndy/AndySoul Andy's Soul - AI Agent core operating instructions | Universal core directives for AI agen 98 Claude Code 1 1,879 tok
BintzGavin/helios heliosrender.com Programmatic video creation with web technologies you already know. CSS animations just wo 98 Claude Code, Codex, GitHub Copilot, OpenCode 19 1,155 tok
liangjfblue/writer-dna Distill your personal writing style from your raw materials and generate an AI writing Ski 98 Claude Code 1 8,830 tok
vanga/indian-high-court-judgments Code for scraping Indian high court judgments | Dataset is opensourced via AWS open data e 98 Claude Code, Codex, OpenCode 2 654 tok
anqinou-art/NagiBridge 98 Codex, OpenCode 1 3,705 tok
Stupidoodle/swissdevjobs-cli Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸 98 Claude Code 3 3,299 tok
shanselman/FlaUI-MCP MCP server for Windows desktop automation using FlaUI and UI Automation APIs 98 GitHub Copilot 1 2,495 tok
heilingbrunner/tiaportal-mcp A Visual Studio Code extension to connect to Siemens TIA Portal and interact with TIA Port 98 Codex, OpenCode 1 339 tok
OpenDrone-hw/OpenFC-Lite-Mini opendrone.be OpenFC-Lite-Mini, open-source Betaflight flight controller. RP2354A, 20x20 mm, 6-layer, 3S 98 Codex, OpenCode 1 2,758 tok
gbulog/pcairplay Mirror an iPhone to a Windows PC using native iOS Screen Mirroring - no app on the phone. 98 Claude Code 1 16,357 tok
sqlsure/sqlsure Semantic inspector for SQL — catches fan-out double-counting, additivity violations, wrong 98 Claude Code 1
holt-web-ai/n8n-nodes-claudecode 98 Claude Code 1 744 tok
Sentinel-One/purple-mcp s1.ai Access SentinelOne's Purple AI and security services through the Model Context Protocol (M 98 Claude Code, Codex, OpenCode 2 5,121 tok
lajarre/pi-vim npmjs.com Vim mode for Pi 98 Codex, OpenCode 1 424 tok
KimYx0207/HookPrompt aiking.dev Claude Code automatic prompt optimization Hook: Google's prompt engineering bible + 5-task 98 Claude Code 2
peteromallet/Arnold General-purpose planning and execution harness for LLMs — structured phases, critique, gat 98 Codex, OpenCode 1 8,043 tok
WingedGuardian/GENesis-AGI discord.com 'Personal AGI' that thinks on its own. Autonomous cognitive cycle, earned autonomy, 60+ to 97 Claude Code, Codex, OpenCode 46 17,665 tok
dykyi-roman/awesome-claude-code PHP Architecture Toolkit for Claude Code 97 Claude Code 3 1,292 tok
duthaho/claudekit claudekit.duthaho.dev A verification-first engineering toolkit for Claude Code. Built for senior ICs and tech le 97 Claude Code, Codex, OpenCode 1 916 tok
lxinfei5/research-os Research capability for coding agents: multi-source corroboration, active discovery, logic 97 Claude Code, Codex, OpenCode 11 1,146 tok
maximilian-V/next-supabase-starter A baseline setup for the development of full stack apps with claude code 97 Claude Code 1 4,070 tok
nablo-io/lerim docs.lerim.dev Compiles AI agent traces and truns them into reusable context. 97 Claude Code, Codex, OpenCode 2 1,428 tok
vmihalis/hacker-bob hackerbob.ai A local MCP runtime that attacks what you own and only reports what it proved. 17 CVEs acr 97 Claude Code, Codex, OpenCode 36 1,942 tok
nguyenvanduocit/jira-mcp A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like 97 Claude Code 1 1,330 tok
quarkusio/quarkus-workshop-langchain4j quarkus.io Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Age 97 Claude Code, Codex, OpenCode 2 1,998 tok
patternfly/patternfly-react-seed patternfly-react-seed.surge.sh A PatternFly seed for React web applications 97 Codex, OpenCode 1 916 tok
NetCoreTemplates/nextjs nextjs.react-templates.net .NET 10 Full featured Next.js Static React App with Tailwind 97 Claude Code, Codex, OpenCode 2 5,968 tok
antoniolg/agent-kit A collection of skills for AI agents 97 Codex, OpenCode 1 674 tok
intellectronica/gemini-cli-skillz Gemini CLI extension for Anthropic-style Agent Skills via skillz MCP server 97 Gemini CLI 1 412 tok
TryMightyAI/mighty-security Don't Simply Trust MCP Server Code, Validate and Scan 97 Claude Code 1 2,216 tok
skanga/DBchat A powerful MCP server that lets you have natural language conversations with your database 97 Codex, OpenCode 1 676 tok
kayba-ai/Kyoko kayba-ai.com 🔨 Kyoko is the all-in-one, fully local tool for debugging and improving your AI agents. 97 Claude Code 1 1,165 tok
ionide/tree-sitter-fsharp F# grammar for treesitter 97 Codex, OpenCode 3 3,741 tok
frmoretto/stream-coding stream-coding.com Stop "vibe coding" and start Stream Coding, the 10-20x velocity methodology for AI-acceler 97 Claude Code 1
MichaelAyles/KiDoom Doom. In Kicad 97 Claude Code 1 5,132 tok
hauptsacheNet/typo3-mcp-server hauptsachenet.github.io One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely 97 Claude Code 1 400 tok
kunwarVivek/mcp-github-project-manager MCP server for AI-powered GitHub project management — agent orchestration, PRD-to-issues p 97 Claude Code, Codex, OpenCode 3 6,506 tok
travisjneuman/.claude claude.travisjneuman.com The Ultimate Claude Code Toolkit — 127 skills, 86 agents, 109 marketplace repos (11,700+ c 97 Claude Code 1 2,971 tok
89luca89/clampdown Run AI coding agents in hardened container sandboxes. 97 Claude Code, Codex, OpenCode 2 2,077 tok
FlorianBruniaux/ccboard ccboard.bruniaux.com Monitor Claude Code sessions, costs, config, hooks, agents & MCP servers from a single Rus 97 Claude Code 32 5,316 tok
reolink/reolink-cli Official command-line tool for Reolink IP cameras, doorbells and NVRs — LAN only, no cloud 97 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 5,648 tok
kylesnowschwartz/claude-code-hero 97 Claude Code 4 1,641 tok
Kwensiu/DPIS Adjust DPI and font scaling per app | Per-app DPI and font scaling 97 Claude Code, Codex, OpenCode 4 4,167 tok
xueyouluo/fridge_tracker xueyou-diy-lab.yummy-tulip-8164.chatgpt.site Xianzhi Tie: A reproducible ESP32 e-paper food freshness reminder featuring an H5/Node.js/ 97 Codex, OpenCode 1 975 tok
coleam00/harness-engineering-demo 97 Claude Code 10 1,386 tok
Ocean-Industries-Concept-Lab/openbridge-webcomponents openbridge.no OpenBridge design system implemented as Lit-based web components with support for all majo 97 Claude Code, Codex, GitHub Copilot, OpenCode 27 79,486 tok
rafmacalaba/armada Loop engineering for software development. Turn any repository into a self-organizing AI e 97 Codex, OpenCode 1 1,423 tok
ringlochid/oh-my-subagents ringlochid.me Local subagent orchestration for Codex and Claude, with persistent task state, reusable te 97 Codex, OpenCode 1 4,798 tok