MONA Open · Open research resources

MONA's code, SDKs and AI test suites,
all open to the community

We don't just talk about AI; we write the tools and put them out in the open: 34+ public repos on GitHub — model test suites, payment SDKs in every major language, MCP servers for AI agents, GEO tools. You can read them, rerun them and modify them, without having to take anyone's word for it.

See everything on GitHub See the research at MONA Software

34+repo public

MITopen licenses

12+SDK languages

viVietnamese documentation

★ AI Lab core

AI & GEO — spun out of the lab

The toolkits we use to test AI models and to get websites mentioned by AI. Open so anyone can rerun them with their own keys.

mona-ai-lab-bench Python

An open test suite that scores AI models (LLMs) on real Vietnamese business tasks — customer care chatbots, consulting, closing sales, call centers. Two layers of scoring: hard rules + a second model acting as judge.

mona-vn-normalize Python

Normalizes Vietnamese before it goes into text-to-speech (TTS): reads numbers, money, dates and times, phone numbers, abbreviations and units correctly, so the machine voice doesn't stumble.

mona-llms-txt Python

Generates an llms.txt file for your website following the llmstxt.org standard, helping ChatGPT, Gemini and Claude understand the site structure and cite the right important pages.

mona-ai-crawler-check Python

Checks whether AI can read your website: inspects robots.txt for GPTBot/ClaudeBot/Gemini, and whether pages have server-side content, llms.txt and structured data.

The machine behind mona.media's SEO

SEO & GEO — the content checkers we run every day

Mona.media has lived on SEO since 2019. These are the checks every article goes through before we publish, plus the tool that measures whether MONA gets mentioned by AI. If you don't want to install anything, use the 32 free SEO tools or the MONA Plugins for WordPress. The full stack is on the Technology page.

mona-seo-check-vi Python

Automatically scores Vietnamese SEO articles against 12 groups of on-page criteria drawn from MONA's internal checklist: title, description, headings, keyword density, sentence rhythm, images, links.

mona-vi-prose-qc Python

Checks the rhythm of Vietnamese prose: overstuffed sentences, machine-uniform sentences, and clichés that give away AI writing.

mona-serp-media-check Python

Checks whether a page qualifies for Google's Images / Videos blocks (alt, schema, transcript, sitemap).

mona-geo-visibility Python

Measures whether your brand is mentioned by ChatGPT, Gemini and Claude when customers ask, and which competitors get mentioned instead.

Cho AI agent

MCP servers — plug straight into Claude, Cursor, Codex

Built on the Model Context Protocol so AI agents can call MONA services right while you code.

monapay-mcp TypeScript

Lets Claude Code / Cursor / Codex create QR codes, look up transactions and test MONA Pay webhooks while you code.

monacloud-mcp TypeScript

Deploy apps (a Vercel alternative) + MONA Base Postgres/Auth/Storage compatible with Supabase, controlled via MCP.

Getting paid

MONA Pay — SDKs in every major language

Payment gateway & Vietnamese banking API (virtual accounts, VietQR, HMAC webhooks). SDKs written for most languages Vietnamese developers use, mostly with no external dependencies.

monapay-node Node/TS

SDK Node.js/TypeScript — VA, VietQR, webhook HMAC.

monapay-python Python

Python SDK — receive and confirm bank transfers in real time.

monapay-php PHP

PHP SDK — WordPress/Laravel receives incoming payment webhooks and creates VietQR codes.

Go SDK — stdlib only, pure HMAC.

monapay-java Java

Java 11+ SDK (Spring Boot ready), no external dependencies.

monapay-dotnet C#

.NET SDK (netstandard2.0/net8), with a sample ASP.NET Core webhook.

monapay-ruby Ruby

SDK Ruby (Rails ready), stdlib only.

monapay-rust Rust

Rust SDK, std only (curl transport), pure HMAC.

monapay-dart Dart

Dart/Flutter SDK, pure HMAC, no dependencies.

monapay-elixir Elixir

Elixir/Phoenix SDK, empty deps.

monapay-cli JavaScript

CLI MONA Pay.

monapay-connectors JavaScript

Connects MONA Pay → Shopify/Haravan/Sapo/KiotViet/Nhanh/Pancake/WooCommerce.

Powerful

MONA Cloud & Mail

App deployment, VPS/DB, and an email API paid in VND, for Vietnamese software and AI agents alike.

monacloud-cli JavaScript

monacloud CLI — npx monacloud init --recipe, creates VPS/DB on MONA Cloud.

monacloud-node Node/TS

MONA Cloud's official Node/TypeScript SDK.

monacloud-python Python

MONA Cloud's official Python SDK.

monacloud-example-node JavaScript

A sample Node app deployed from git to MONA Cloud.

monamail Python

MONA Mail — an email API for Vietnamese software and AI agents, paid in VND (a Resend alternative).

Integrations

Plug into platforms you already use

Plugins and extensions to get paid / call MONA APIs right inside the tools your business already uses.

woocommerce-monapay PHP

WooCommerce plugin: customers pay by VietQR transfer, orders confirm themselves (free).

n8n-nodes-monapay TypeScript

MONA Pay n8n community node: create QR codes, look up transactions, trigger webhooks.

vscode-monapay TypeScript

VS Code extension: webhook snippets, QR creation, local webhook listener.

monapay-browser-extension JavaScript

Chrome/Edge extension: view transactions, create VietQR codes quickly, incoming payment badge.

monapay-google-sheets JavaScript

Google Sheets add-on: pulls MONA Pay transactions into a Sheet.

monapay-zalo-mini-app TypeScript

Zalo Mini App: collect payments via VietQR + look up transactions through MONA Pay.

monapay.vn Astro

MONA Pay website + documentation: docs, llms.txt, openapi.json, VietQR tool.

Go further in the MONA ecosystem

Beyond the code repositories

MONA Software research →Articles where MONA measures things on real work, such as having AI scan for vulnerabilities or scoring models for Vietnamese call centers, with data files so you can check them. MONA GEO OS →A toolkit to get your website mentioned by ChatGPT, Gemini and Claude. Khánh Hùng — Founder →The person behind the lab and MONA's AI-native direction. MONA services →Web, software, SEO/GEO and AI automation for Vietnamese businesses.

Manifesto

A manifesto for growing together

Why does MONA open everything up for free?

MONA is a software, digital transformation and AI transformation company, but above all, MONA is a B2B service company that benefits directly from this: the more successful Vietnamese businesses are, the more MONA benefits. A market that declines, moves slowly and has weak technology is exactly what kills MONA's future business opportunities.

So, more than anyone, MONA wants, and MONA genuinely steps in, to help you succeed.

And AI transformation is the key to that success for all of us.

— Khánh Hùng, Founder of MONA

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