SpinForgeA Garmo Labs CompanyDiscuss a workload
All solution workflows ↗04 / BUILD & INTEGRATE

MCP & AGENT INTEGRATIONS

Bring computation
into the tools you use.

Connect the selected SpinForge products to compatible AI clients, coding tools and agent workflows through their available MCP interfaces, with CLI and headless alternatives.

Available products. A customer-specific workflow.
CLI · MCP · Headless

BUILT FOR

AI-platform companies, engineering teams and integrators adding reliable computational tools to an existing client or assistant.

THE CHALLENGE / THE RESPONSE

Start with what
needs to change.

A useful implementation has a specific job. The scope is built around your original requirements, environment and acceptance criteria.

01

The assistant cannot perform the actual computation.

A natural-language answer is not a substitute for executing a supported mathematical or infrastructure operation.

HOW SPINFORGE HELPS

Expose the relevant product operations to a compatible client and return the actual tool outputs for interpretation. The computational result comes from the product.

02

Switching tools interrupts the workflow.

Users should not need to copy every request into another graphical application just to use a licensed capability.

HOW SPINFORGE HELPS

Use the available MCP interface from the chosen client, or invoke the CLI headlessly from existing scripts. Keep the customer workflow in its current environment.

03

Tool access needs boundaries.

Discovery, credentials, expensive operations and result handling need a defined integration rather than an unrestricted connection.

HOW SPINFORGE HELPS

Scope permitted operations, transport, credentials, budgets and approvals. Document the supported client setup and handling of failed or incomplete operations.

THE DELIVERY

Know what
you are getting.

The final order identifies the selected products, integration work and operating responsibilities. Included components and work are not charged again.

01

A selected tool surface

The products and exposed operations that belong in the customer’s workflow, without an unnecessary full-catalog connection.

02

Connection guidance

Product-specific CLI, MCP and headless access information, with compatible client, transport and authentication details reviewed for the deployment.

03

Result-handling conventions

A defined way to preserve status, evidence and errors when returning results to the AI client.

04

Integration and rollout support

An optional client configuration, acceptance test and support handoff. Public directory submissions are separate from private use.

AN ILLUSTRATIVE WORKFLOW

An engineering assistant runs a real check.

A team uses a compatible AI client to request a supported model check and summarize its outcome. The integration keeps the original artifact identity and does not turn an unproved result into a proof.

Explanation only—not a live product run or a claimed customer deployment.
01 / 03

Choose tools and permissions

Select the product operations, client environment and least-privilege access required for the task.

QUALIFY THE FIT

Your requirements.
An explicit scope.

Agree the supported models, execution environment and acceptance measures before committing to the delivery.

What you bring

  • Client/agent and intended task
  • Selected products and allowed operations
  • Local or remote connection requirements
  • Credentials, spending limits and approval rules

What we measure

  • Successful discovery and invocation in the accepted client
  • Correct error and result-state handling
  • Enforced operation and cost boundaries
  • Time to first useful supported operation
PRODUCTS TO CONSIDER

Choose the relevant capability.
Not every workflow needs every product.

AgentForgeUNISOLVESpinForge + AtlasGARMO UCSGarmoForgeGraphForge
HOW TO BUY

Use the access you already license.

CLI, MCP and headless are included in the relevant product entitlement—not three separate subscriptions. Guided onboarding is $5,000 for its existing defined scope; a custom agent or directory integration is separately quoted.

PREPARE YOUR SCOPE

Prepared locally in your browser. Review the message on the contact page and send it through your email application. No model upload, account activation, job execution or payment occurs here.

BEFORE YOU BUY

A few useful
distinctions.

Is MCP available now?

Yes. CLI, MCP and headless access are available across all 64 named products. Request the selected product’s connection details for the client you use.

Is SpinForge already in a particular plugin directory?

This page does not claim a directory listing or approval. Direct supported integration and any third-party publishing process are different activities.

Does the AI client get unrestricted execution?

No. Product licensing, credentials, allowed operations, spending limits and customer approval rules still apply.

What does the current UNISOLVE release add?

UNISOLVE exposes solve_any through a stdio MCP server. It detects supported files, dispatches or races compatible profiles and gates acceptance through solver-specific and generic checks.

A CONNECTED CUSTOMER PROGRAM

A useful outcome.
A defined delivery.

Commission the model, integration and acceptance work needed for your task. Existing products stay independently available.

Explore decision programs
YOUR NEXT MOVELET’S MAKE IT COUNT

Put it
to work.

One capability. A connected workflow.
A team to put it into practice.

patrick@garmolabs.com

FIND YOUR CAPABILITY