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
ukbodypilot/radio-gateway Multi-radio, multi-machine Linux gateway: ham/GMRS radios → Mumble, Broadcastify, Winlink, 14 Claude Code 2 2,277 tok
guzus/ai-research-arm ara.guzus.xyz Self-running AI-news intelligence pipeline: multi-source agents, validated research artifa 14 Claude Code, Codex, OpenCode 10 25,301 tok
codejunkie99/agent-harness Drop-in agent harness for shipping products with AI. 18 skill files across SaaS, CLI, MCP, 14 Claude Code, Codex 17 —
mindstone/mcp-servers mindstone.com Production-ready MCP connectors for popular SaaS tools. Works with Claude Desktop, Cursor, 14 Claude Code, Codex, OpenCode 2 3,466 tok
mishrasanjeev/agentic-org Agentic-Org is an open-source, enterprise-grade AI agent orchestration platform. It deploy 14 Claude Code, Codex, OpenCode 4 12,126 tok
tsrigo/dsh-from-scratch dsh-from-scratch.pages.dev A runnable TypeScript tutorial that builds a minimal DeepSeek-style agent harness from scr 14 Codex, OpenCode 1 526 tok
crossoverJie/botler-agent Lightweight personal agent framework: receives messages from Telegram / Feishu / WeChat (i 14 Codex, OpenCode 1 5,934 tok
ixEmma/code-wordpress 14 Codex, OpenCode 1 2,927 tok
TrainLCD/StationAPI 🤖 The GraphQL API for nearby Japanese train stations and bus stops, powered by Rust and C 14 Claude Code, Codex, OpenCode 3 8,162 tok
GoodProvider/SkyrimNet_SexLab Adds simple SexLab support to SkyrimNet 14 Claude Code, Codex, Cursor, OpenCode 4 3,414 tok
EricTechPro/vox One command from a topic to a finished narrated motion-graphics explainer video. Runs on t 14 Claude Code, Codex, OpenCode 2 2,045 tok
kiaquila/dreamboard dreamboard.ks-design.art A lightweight web app that helps you visually organize your goals, dreams, and intentions 14 Claude Code, Codex, OpenCode 2 2,855 tok
a9a4k/vscode-deck Agentic Development in VS Code 14 Claude Code, Codex, OpenCode 9 246 tok
boldblackai/harness boldblackai.github.io Easy containerized agent environments 14 Claude Code, Codex, OpenCode 4 4,509 tok
obvirm/ComfyUI-WhisperCPP ComfyUI node for WhisperCPP Fast and smooth 14 Codex, OpenCode 1 2,028 tok
kitokoh/leopardo-hr kitokoh.github.io Leopardo — the Business OS for field-based companies: HR & payroll, attendance, CRM, accou 14 Codex, OpenCode 1 18,063 tok
BaskovicP/Incremento Anki incremental reading addon 14 Codex, OpenCode 1 6,806 tok
opennem/openelectricity openelectricity.org.au Open Electricity 14 Claude Code, Codex, Cursor, OpenCode 5 1,017 tok
keith-wohnv/Static-Ads A Vibe Coded Static Ads Generator w/ Google Nano Banana & Claude Code Via VScode. 14 Claude Code 5 2,097 tok
bmarshall511/forexflow bmarshall511.github.io Self-hosted forex trading platform with real-time OANDA integration, TradingView alert aut 14 Claude Code 15 —
inevolin/agentic-ai-safety-and-security-program ai.nevolin.be Agentic AI Safety & Security Program - Built at Anthropic’s Claude Opus 4.7 Hackathon 14 Claude Code 1 5,671 tok
fini-net/gh-observer 🔎 Terminal UI for watching GitHub Actions CI/CD workflows with runtime metrics, queue tim 14 Claude Code 1 2,888 tok
Pyrhame/SkyrimCK-MCP MCP server that lets Claude Code read/write Skyrim SE ESP files without opening Creation K 14 Claude Code 1 1,871 tok
contains-studio/fable-delegator Plan with Claude, implement via Codex/Grok/Cursor/Antigravity/Droid CLIs on their own toke 14 Claude Code 1 727 tok
shippy/personal-intelligence-kit A read-only AI system that watches your digital exhaust and tells you what the engine is a 14 Claude Code 1 328 tok
luanmorenommaciel/kimi-plugin-cc Kimi for Claude Code 14 Claude Code 1 969 tok
redhat-community-ai-tools/claude-plugins 14 Claude Code 1 605 tok
wlcarden/worldanvil-mcp Claude Code plugin for WorldAnvil worldbuilding platform - manage articles, maps, timeline 14 Claude Code 1 908 tok
rjhalvorson/skylight-mcp Maintained continuation of TheEagleByte/skylight-mcp 14 Claude Code 1 1,333 tok
dPeluChe/trs usetrs.dev Token-Reducing Shell — terminal output compression for AI coding agents 14 Claude Code, Codex, OpenCode 2 2,303 tok
zhu-xiaowei/Baton View and interact with your Claude Code and Codex sessions from anywhere — powered by AWS 14 Claude Code, Codex 5 14,745 tok
ElixIsmael/elix-scroll-3d Installable AI skill for scroll-driven 3D web experiences that stay fast, indexable, and u 14 Codex, OpenCode 1 590 tok
devopam/MCPg devopam.github.io Postgres MCP Server 14 Claude Code 1 1,556 tok
shawnrushefsky/dmcp MCP server for AI dungeon masters in text-based RPGs 14 Claude Code 1 —
klarlabs-studio/scout klarlabs-studio.github.io Browser automation, one binary. The simpler alternative to Playwright — no Node, no Python 14 Claude Code 5 2,502 tok
neozhehan/figma-edit-mcp neozhehan.github.io Read, create, and modify Figma designs programmatically via MCP, empowering AI to execute 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 690 tok
qgeng1465/bio-mcp qgeng1465.github.io 🧬 BioMCP — Bioinformatics MCP server: PubMed/NCBI/BLAST/PDB/UniProt/enrichment analysis, 14 Claude Code 4 —
hottweelz/writing-template-for-ai Write a book from first idea to a finished EPUB/PDF with AI — one cross-tool system for Cl 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,173 tok
narenkatakam/ux-audit narenkatakam.github.io Give your AI coding assistant a design eye. 12 principles, 13 reference docs, 7 component 14 Claude Code, Codex, OpenCode 2 552 tok
Diversus23/1c-feature-dev softonit.ru AI workflow for 1C development. Analysis, architecture, coding, and review, with installat 14 Claude Code 1 1,732 tok
Owl-Listener/agent-ready A Figma plugin + Agent skill that scores how AI-ready your design files are. 14 Gemini CLI 1 2,112 tok
alaimo-labs/ai-first-skills alaimolabs.com Agent Skills for AI-First Product Management and Product Building 14 Claude Code, Codex, OpenCode 2 5,785 tok
Gregory-Esman/ai-film-pipeline claude.ai skill set for high-end AI video production in Higgsfield. Four skills work toget 14 Claude Code 1 5,295 tok
SidneyBissoli/ibge-br-mcp ibge.sidneybissoli.com MCP Server for IBGE APIs - Brazilian geographic, demographic and statistical data 14 Claude Code 1 4,891 tok
olgasafonova/nordic-registry-mcp-server MCP server for Nordic company registries (Norway, Denmark, Finland, Sweden) 14 Claude Code, Codex, Cursor, OpenCode 5 2,262 tok
aaif/community-events 14 Claude Code, Codex, OpenCode 2 4,090 tok
rittmananalytics/wire-plugin Wire Framework — Claude Code Plugin 14 Claude Code 1 7,626 tok
zhizhuodemao/ai-reverse-resources Plugin marketplace for AI-assisted reverse engineering across Codex and Claude Code. 14 Codex, OpenCode 1 414 tok
SebastienDegodez/skraft-plugin sebastiendegodez.github.io Specialized agents, adversarial reviewers, discipline skills (Outside-In TDD, Clean Archit 14 Claude Code, Codex, GitHub Copilot, OpenCode 20 5,743 tok
arc-mcp/arc1-adt-abap-mcp-ext Eclipse plugin that wakes SAP's dormant ADT MCP server and contributes extra read-only ABA 14 Claude Code 1 4,018 tok