SAAS OPS

FOR Embeddable Agentic (mcp) APPS

Supporting openai-mcp for adding ChatGPT Apps surface.

When launching ChatGPT Apps on October 6, 2025, OpenAI showcased a number of third-party applications already integrated with ChatGPT. What all these examples had in common was that they were developed by large tech companies with the resources to build and maintain complex SaaS infrastructure. Findexar allows you to deply a full Agentic Saas Application using only MCP servers, including openai-mcp (skybridge) widgets. And your users can access them right inside ChatGTP, Claude and other AI Agentic hosts.

Want a level playing field?

Findexar is designed to make it easy for anyone to launch SaaS applications with an optional user access from ChatGPT and other AI clients. Just like the big guys do. It provides

Need to manage internal users?

Are you creating an Agentic SaaS App or a ChatGPT app for the internal team? Findexar is the perfect solution for you, without requiring an expensive...

Works today, future-proof for the ACP future.

When Agentic Commerce Protocol is launched by OpenAI, you will be able to use the Findexar Service tools to fully participate...

Deeper Dive

How to Create SaaS Operations Layer and add a Compliant ChatGPT Frontend App?

1. Set up an organization on the Findexar platform. Bring or set up your Stripe account and connect it to your Findexar org. If you intend to have external users, create free and paid subscription plans for your users. If you intend to have internal users, create an internal team plan.

2. Set up a "downstream" connector(s). By downstream we mean the backend you want to integrate with—such as a Zapier MCP, Make, or n8n server, or a custom MCP service, such as created with OpenAI Apps SDK. Your MCP servers should support an anonymous user access for limited features with no time-limit usage

3. Set up an "upstream connector" that provides an MCP endpoint that will be used by your ChatGPT app. You can select the tools exposed by connected downstream adapters and assign a price in credits to each.

4. Select a Hybrid Auth model and submit your app to the OpenAI Apps Directory.

That’s it—you’re in business. Your existing users will be able to login from ChatGPT and use the app in-chat. You can also provide a limited-access no-account version that doesn't require a login. Try it today!

How to Add SaaS Essentials to your ChatGPT App

Model 1 Diagram

The creator sets the upstream tool price in credits - to be charged against the creator's subscription plans. Findexar Service tools are free for end-users. Creator gets charged credits against the platform subscription plans for the downstream usage.

MCP App Creators

You’ve built a powerful openai-mcp App with OpenAI Apps SDK tools. Perhaps you vibe engineered it following our tutorial, or used automation platforms, or you are a pro software engineer. We do not judge. Findexar turns it into a SaaS Agentic App right on Findexar platform, or embedded into your own frontend: usage-limited, customer-ready, scalable and supportable. Additionaly, your users can access them right inside ChatGTP, Claude and other AI Agentic hosts.

Handle user access, billing, and even downstream usage tracking — all without touching code.

Vibe Engineers and Automation Builders (Zapier, Make, n8n)

Turn your automation into a SaaS application to be integrated into ChatGPT Apps.

Instant SaaS functionality right inside your Findexar-deployedApp with accedd from ChatGPT, Claude and other AI Agentic hosts for the end-users.

Internal Apps for your Team

Securely manage internal users and their usage of your App.

No need to build and maintain infrastructure - Findexar + ChatGPT frontend handles it all.

How Findexar Works

The Findexar + MCP + Skybridge Widgets + ChatGPT host architecture creates an ideal system that levels the playing field for vibe engineers. Unlike monolithic architectures that become overwhelming, this approach organically partitions components into small enough, testable, maintainable pieces.

Each component can be managed effectively as an AI Context without suffering from the complexity explosion problem. This means you can leverage AI assistance to build, debug, and iterate on individual parts in isolation without losing sight of the bigger picture.

The result? You can focus on creating great user experiences and business logic while the architecture keeps everything organized, testable, and maintainable—exactly what vibe engineers need to succeed.

We provide guidance on using Vibe Engineering to create ChatGPT apps in our YouTube tutorial series, showing you step-by-step how to leverage this architecture for your own projects.

Ready to launch your “Bring Your Own” SaaS ChatGPT app?

Findexar - Ops For Apps, features strict compliance with OpenAI Apps Directory terms and submission policies. You sign up your end-users on the Findexar SaaS platform and they can access ChatGPT Apps in-chat, with no violations of strict “no digital commerce” in-chat experience. And, with limited free version of the app, providing immediate, no account required, value to ChatGPT users, just like Canva, Figma, Spotify, etc. We have your back end-to-end.