How real projects configure their agents

31,977 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
judell/bram 48 Claude Code, Codex, OpenCode 4 4,108 tok
Hybirdss/smartest-tv 📺 Control any smart TV with natural language. Play Netflix by name from your terminal. Py 48 Claude Code 1 1,806 tok
nicholasbester/clickup-cli CLI for the ClickUp API, optimized for AI agents 48 Claude Code 2 3,710 tok
mathruffian-dot/voxcpm2-voice-cloner VoxCPM2 voice cloner with auto GPU detection (CUDA/XPU/CPU) and Ultimate Cloning support 48 Claude Code, Codex, OpenCode 2 1,096 tok
blackwell-systems/gcf gcformat.com The AI-native wire format for structured data. 100% comprehension on every frontier model. 48 Claude Code 1 2,473 tok
kaeawc/auto-mobile kaeawc.github.io Mobile automation suite of tools including an MCP and libraries for test authoring & execu 48 Claude Code, Codex, OpenCode 20 8,676 tok
hauptsacheNet/clickup-mcp 48 Claude Code 1 870 tok
jpcaparas/skills My curated agent skills 48 Claude Code, Codex, OpenCode 7 1,592 tok
rohanbeingsocial/candlekit-charts rohanbeingsocial.github.io Tree-shakeable financial charting toolkit over lightweight-charts: candlestick/OHLC/line/a 48 Claude Code, Codex, OpenCode 2 4,825 tok
databricks-solutions/solution-builder Installable Databricks Project that lets customers & partners build just about any use-cas 48 Claude Code 4 19,093 tok
Algorithmiq/monoprop docs.monoprop.algorithmiq.tech monoprop :rocket: because your operators deserve to propagate at escape velocity 48 Claude Code, Codex, GitHub Copilot, OpenCode 3 928 tok
hooosberg/AgentLimb agentlimb.com Let any AI coding tool — Claude Code, Cursor, Codex — drive your real Chrome. One-prompt s 48 Claude Code, Codex, OpenCode 2 300 tok
isac322/kwin-mcp pypi.org MCP server for Linux desktop GUI automation on KDE Plasma 6 Wayland -- 30 tools for virtua 48 Claude Code 6 2,458 tok
ngtiendong/Academic-Research-Agent-Skill Human-guided Research Agent Skill for Master and PhD students in CS, AI, math, and enginee 48 Claude Code 1 740 tok
GregorBiswanger/featherspec A featherweight spec-driven development template with a Memory Bank, for Claude Code and G 48 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,252 tok
opencues/opencues opencues.com The open standard for omnipresent AI. Claude Code, OpenCode, Gemini CLI, Shell, Chrome, De 48 Claude Code 1 30,184 tok
ophydami/MCP-Google-Doc MCP Google Doc 48 Claude Code 1 857 tok
jmoyers/everquest-companion EverQuest Legends companion — real-time log analysis, DPS meter, quest/boss tracking, aler 48 Claude Code, Codex, OpenCode 5 36,674 tok
sema-lisp/sema sema-lang.com A Lisp with first-class LLM primitives, implemented in Rust 48 Claude Code, Codex, OpenCode 8 7,706 tok
seldonframe/seldonframe seldonframe.com Open-source AI front-office factory for agencies serving local businesses: website, bookin 48 Claude Code, Codex, Cursor, OpenCode, Windsurf 22 5,556 tok
MGrin/awesome-bb-plugins A curated list of community plugins for bb, the agent IDE — the ecosystem's missing direct 48 Claude Code, Codex, OpenCode 2 872 tok
Kong-lh-rgb/vesta Agent Harness for long-running agents that remember, continue, and learn from real work. 48 Claude Code 10
huaweicloud/huaweicloud-devkit Official Huawei Cloud plugin for AI agents — skills, MCP tools, safety guardrails, and cl 48 Claude Code, Codex, OpenCode 1 2,964 tok
petekp/claude-code-setup My forkable Claude Code setup with sync feature 48 Claude Code, Codex, OpenCode 2 1,074 tok
fengkx/beancount-lsp Beancount Language Server Protocol (LSP) implementation run on electron and browser (VSCod 48 Claude Code, Codex, OpenCode 3 2,280 tok
matheusht/redthread An autonomous red-teaming engine for LLMs. RedThread manages the full security lifecycle: 48 Claude Code, Codex, OpenCode 10 1,929 tok
majorcontext/moat majorcontext.com Run agents in containers with credential injection and full observability. 48 Claude Code 5 3,199 tok
TrueCrimeDev/ClautoHotkey In-depth AHK v2 coding harness build with all the tools to create advanced AHK v2 projects 48 Claude Code, Cursor 47 2,169 tok
pinebasedev/svelteflare svelteflare.com A SvelteKit, Hono and Cloudflare SaaS boilerplate to launch your next MVP. 47 Claude Code, Codex, OpenCode 2 879 tok
anoni-net/docs anoni.net In Taiwan, we hope to raise public awareness of the important issues of anonymous networks 47 Claude Code 1 10,299 tok
oneshot-repo/OneShot One prompt. Full delivery. 47 Claude Code, Codex, OpenCode 13 2,231 tok
xieziyu/duetlens xieziyu.github.io Conversational code review on macOS: review a PR or local branch together with a codex age 47 Claude Code 1 1,672 tok
yakew7/Fair-Code thefaircode.xyz Auditing algorithmic bias in criminal justice, hiring, lending, healthcare, welfare, and t 47 Claude Code 1 477 tok
robotlearning123/gpt2agent Your codex login → a full ChatGPT Plus/Pro account (every model, deep research, image gen, 47 Claude Code 1 441 tok
hmohamed01/powershell-expert Claude Code skill for PowerShell development - scripts, tools, modules, and GUIs 47 Claude Code 1 357 tok
erayendes/app-store-connect-mcp npmjs.com Heimdall — MCP server for the Apple App Store Connect API and App Store Server API (StoreK 47 Claude Code, Codex, OpenCode 2 1,396 tok
boykush/scraps boykush.github.io The Wiki-link doc compiler for the LLM era. 47 Claude Code 8 291 tok
panther-labs/mcp-panther panther.com Write detections, investigate alerts, and query logs from your favorite AI agents 47 Claude Code 2 637 tok
jhaizhou-ops/pinrule pypi.org Universal AI behavior rule framework — pin your 5-10 rules so AI doesn't drift in long tas 47 Claude Code 1 1,004 tok
ej31/claude-session-tracker Auto-save every Claude Code session to GitHub Projects. Never lose Prompt & Context again. 47 Claude Code 1
codika-io/clave A macOS desktop app for managing multiple Claude Code sessions 47 Claude Code 1 4,137 tok
mandarwagh9/embedist AI-Native Embedded Development Environment 47 Claude Code, Codex, OpenCode 2 1,680 tok
timothywarner-org/prompt-pro techtrainertim.com Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner c 47 Claude Code, GitHub Copilot 6 1,551 tok
Arkya-AI/claude-additional-models-mcp arkya.ai Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's GLM-5 (744B 47 Claude Code 1 4,378 tok
mcpc-tech/dev-inspector-mcp AI-powered visual debugging for your React, Vue, Svelte, SolidJS, Preact & Next.js app via 47 Claude Code, Codex 1
xxxxxccc/devops-bot Chat-driven AI coding agent — discuss requirements in group chat, get automated code chang 47 Claude Code, Codex, OpenCode 2 1,137 tok
victoriacity/openakari Autonomous Knowledge Acquisition and Reasearch Intelligence 47 Claude Code 26 4,982 tok
jasonkneen/dario-code 47 Claude Code 1 268 tok
clawdsec/clawsec clawsec.bot Clawsec Plugin 47 Claude Code 1 5,656 tok
fltman/create-agentic-product 47 Claude Code 9 1,676 tok