How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
Kylrix/kylrix kylrix.space Zero-knowledge secrets and persistent memory for AI agents. 15 Claude Code, Codex, OpenCode 23 4,037 tok
Coldensjo/MONx A monster editor for OpenTibia servers. Open a workspace, pick a monster, edit, save. Supp 15 Claude Code, Codex, OpenCode 3 7,847 tok
multiplex-term/Multiplex multiplexterm.dev An SSH / tmux / herdr terminal for Vision Pro, iPad and iPhone 15 Claude Code, Codex, OpenCode 8 1,647 tok
boldblackai/harness boldblackai.github.io Easy containerized agent environments 15 Claude Code, Codex, OpenCode 4 4,509 tok
contains-studio/fable-delegator Plan with Claude, implement via Codex/Grok/Cursor/Antigravity/Droid CLIs on their own toke 15 Claude Code 1 727 tok
brianbell-x/unifi-tools UniFi network management for AI agents: the complete Network API (73 tools) plus a gateway 15 Claude Code, Codex, OpenCode 3 401 tok
tangivis/twitter-mcp tangivis.github.io 15 Claude Code 1 1,543 tok
KenosInc/sigrok-mcp-server kenosinc.github.io AI-powered logic analyzer control via Model Context Protocol - connect Claude, Cursor to s 15 Claude Code 4 1,005 tok
Lancetnik/slop-writer Claude Code skill that scrapes a Telegram channel into SQLite, answers analytics questions 15 Claude Code 3 3,454 tok
shawnrushefsky/dmcp MCP server for AI dungeon masters in text-based RPGs 15 Claude Code 1 —
xChuCx/agent-memory Local, searchable project memory for AI coding agents. Markdown source of truth, MCP inter 15 Claude Code 1 —
grimoire-rs/grimoire grimoire.rs Package manager for AI-agent config. grim installs, updates, and publishes skills, rules, 15 Claude Code, Codex, OpenCode 9 5,647 tok
wisflux/docmost-local-mcp npmjs.com MCP server for self-hosted Docmost (Community Edition) — read & write your wiki from Claud 15 Claude Code 1 2,174 tok
aaif/community-events 15 Claude Code, Codex, OpenCode 2 4,090 tok
arc-mcp/arc1-adt-abap-mcp-ext Eclipse plugin that wakes SAP's dormant ADT MCP server and contributes extra read-only ABA 15 Claude Code 1 4,018 tok
kleer001/nuke-mcp MCP server for Nuke: drive the compositor from Claude and other LLMs. 57 tools — node grap 15 Claude Code 1 574 tok
2233admin/design-pipeline A frontend design pipeline for AI Agents: write DESIGN.md and MOTION.md first, then code t 15 Claude Code, Codex, OpenCode 2 1,179 tok
chrischall/ofw-mcp MCP for interacting with Our Family Wizard (OFW) 15 Claude Code, Codex, OpenCode 2 21,896 tok
michael-denyer/memory-mcp Engram-inspired memory MCP server with hot cache and pattern mining 15 Claude Code 1 1,656 tok
thehesiod/psquare-mcp Parent 15 Claude Code, GitHub Copilot 2 8,756 tok
aryaminus/astro astro-api-a2rc.onrender.com Astrology MCP server & Agent Skill — birth charts, transits, synastry across Western, Vedi 15 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,589 tok
Seonh0/naver-land-mcp An MCP server for querying nationwide apartment listings, market prices, and actual transa 15 Claude Code 1 803 tok
etalab-ia/albert-code Bundle agentic coding souverain : OpenCode + agent-vm + Albert API + skills État + MCP 15 Claude Code, Codex, OpenCode 2 3,679 tok
agno-agi/agentos-docker docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 15 Claude Code, Codex, OpenCode 10 2,331 tok
tghastings/open-swe-book Free Software Engineering Book providing principles and best practices of SWE in a world o 15 Claude Code, Codex, OpenCode 2 2,244 tok
maliming/Lens lens.maliming.net Search, resume, and understand your AI coding sessions. 15 Claude Code 1 5,458 tok
ateleris/LeGit legit.ateleris.com Fast, themeable desktop Git GUI built with Tauri 2, Rust, and React. Dockable panels, full 15 Claude Code 1 5,858 tok
fruggr/zendesk-mcp-server fruggr.io Bring Zendesk deep into your AI assistant: find answers and draft, update and translate He 15 Claude Code, Codex, OpenCode 11 4,537 tok
michalstrnadel/AgentBar Approve your AI coding agents' permission prompts from the menu bar or a Dynamic Island un 15 Claude Code 1 2,813 tok
MigueDuque/capcut-mcp-server-extended CapCut MCP server for Claude Code with extended tools, presets and parametrized workflows 15 Claude Code 1 4,456 tok
mrmos/cosmos-mcp npmjs.com Unofficial MCP server for cosmos.so. Search, browse and build visual moodboards with Claud 15 Claude Code 1 770 tok
nicohodt/claude-code-ui-ux-skill nicohodt.github.io The open-source Claude skill for UI/UX design. 84 UI styles, 192 color palettes, 74 font p 15 Claude Code 2 2,188 tok
SolarLLM/human-proofreader-mcp human-proofreader-mcp.toy.x.upstage.ai An MCP server that proofreads Korean manuscripts as if edited by a human editor — Upstage 15 Claude Code, Codex, OpenCode 2 159 tok
Novadiem-Studio/bureau thebureau.dev Multi-agent engineering with cold review, artifact validation and resumable run state. 15 Claude Code, Codex, OpenCode 2 6,409 tok
JTCHE/houdini-mcp Connect AI agents to SideFX Houdini, with full documentation and screenshot support. 15 Claude Code, Codex, OpenCode 2 502 tok
tao3k/xiuxian-artisan-workshop WIP-designed to bridge the gap between human intent and machine execution. 15 Claude Code, Codex, Gemini CLI, OpenCode 5 6,814 tok
marek-burza/shrubbery 15 Claude Code, Codex, OpenCode 13 4 tok
brayandiazc/project-starter-template-es-ai Plantilla lista para IA para iniciar cualquier proyecto: base de documentación profesional 15 Claude Code, Codex, OpenCode 29 2,051 tok
tae0y/python-project-template Project template for Claude Python Vibecoding workflow 15 Claude Code 3 —
cp-yu/md2word A skill for converting Markdown to Word under template constraints. Supports sorting and M 15 Claude Code, Codex 1 —
craigk5n/gtimer k5n.us GTimer is a GTK application for timing how you spend your time among various projects and 15 Claude Code, Codex, Gemini CLI, OpenCode 3 3,343 tok
hltcoe/routir hltcoe.github.io Fast and simple server to host state-of-the-art retrieval models 15 Claude Code 1 4,146 tok
vchelaru/FlatRedBall2 15 Claude Code 26 4,778 tok
NaanyaBiz/haggle AGL Australia smart meter -> Home Assistant Energy dashboard (Claude-generated custom inte 15 Claude Code, Codex, OpenCode 16 31,949 tok
shapediver/AppBuilderSdk help.shapediver.com Single page application which serves as the frontend of ShapeDiver App Builder 15 Claude Code 6 777 tok
ne0rrmatrix/EpubReader ne0rrmatrix.github.io 15 Claude Code, GitHub Copilot 4 2,970 tok
Abilityai/agent-ruby Ruby - Social Media Manager Agent (GitHub-native deployment) 15 Claude Code 24 7,902 tok
akaghef/M3E Mind Map Model Engine(M3E) develop 15 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 57 8,493 tok
kleinicke/tapirscan tapirscan.f-kleinicke.de Barcode scanning library for browsers and native applications 15 Claude Code, Codex, OpenCode 2 807 tok
zsviczian/ea-script-template A template project for creating Obsidian ExcalidrawAutomate scripts 15 Claude Code, Codex, GitHub Copilot, OpenCode 3 117 tok