Your gateway to AI services

One place forevery AI service.

MMC is bringing AI services together in one clear, reliable platform. Connect faster, choose with confidence, and keep building.

Early preview. Model connections are not live yet.

Less integration. More creation.

Different models. A familiar place to work.

We are building MMC around a simple idea: your application should come first, not the differences between AI providers.

01Discover by capability02Compare in one workspace03Build through a unified API
Product direction

Inside MMC

One workspace. More ways to build.

From a first prompt to an application workflow, explore what a shared model workspace could look like.

MMC/Workspace previewInteractive sample
Text / Summarization
Input

Turn these release notes into a short update for our customers.

Recent projects / Resume work / Team invitations
Sample response

Make every release easier to follow.

Your workspace, a little more connected. Find recent projects in one place, pick up where you left off, and invite your team when you are ready.

SummarizationWritingStructured output
Prepared examples. No model request is sent.

Built around your workflow

Keep the choice. Lose the fragmentation.

Three principles guide the platform we are building.

01

A shared entry point

A unified integration surface, so trying another provider does not mean starting over.

One API contract
02

Room to choose

Discover models by the work you need to do, with a consistent place to compare their capabilities.

Capability-first discovery
03

A clearer account

Keep your identity and workspace together. Model access and usage management will follow.

A connected workspace

Start with the task

What will you build?

Explore representative workflows. These examples describe the intended model catalog, not currently connected services.

Planned capability

Turn information into answers

Summaries, customer conversations, and the first draft that gets a project moving.

Planned capability

Make sense of visual input

Extract context from an image, understand a document, or describe what matters.

Planned capability

Build with a second perspective

Explore an implementation, explain unfamiliar code, and work through a refactor.

Your next step

Start with a workspace.

01

Explore the preview

Get a feel for MMC and the workflows we are designing.

Available now
02

Connect your account

Sign in with an available GitHub, Google or email sign-in method.

Account sign-in
03

Bring your application

API keys, connected models, and usage tools will arrive in later releases.

On the roadmap

A few useful answers

Before you begin.

What is MMC?

MMC is an independent AI aggregation platform in development. Our focus is a shared workspace and API experience for developers and teams working with multiple model providers.

What can I use today?

You can explore the public site, interact with prepared product examples, and sign in with an available account provider. Live model calls, API keys, and billing are not available yet.

Are Google, GitHub, and email sign-in live?

Configured sign-in methods use real GitHub or Google authorization, or one-time email codes. Availability depends on the site's configuration.

Will MMC replace my model providers?

The goal is to bring providers together behind a consistent experience, not to replace their models. Supported providers and model availability will be published when real connections are ready.

Can I join as a service provider?

The provider entry lets you preview the onboarding experience. Applications, review, and production connections are not being processed yet.