SpinForgeA Garmo Labs CompanyDiscuss a workload
DEVELOPER ACCESS / ALL 64 PRODUCTSThe product collection

Your terminal.
Your agents.
Your workflows.

Every SpinForge product is fully available with CLI, MCP and headless access. Work directly, connect an agent or run without a graphical interface. The product stays the same; the way you use it is your choice.

Find your product
AVAILABLE ACROSS THE PORTFOLIO

Three interfaces.
No GUI required.

Applications, Forge15 tools, infrastructure products and solver engines share these access options. Other product-specific APIs, SDKs and integrations remain available where documented.

01 / CLI

For your terminal.

Run the product from a terminal or script, alongside the tools your team already uses.

02 / MCP

For your agents.

Connect MCP-compatible clients and agents to the product’s exposed capabilities.

03 / HEADLESS

For your workflows.

Operate without a graphical interface in unattended, scheduled or pipeline-driven work.

PRODUCT ACCESS DIRECTORY

Every product.
All three modes.

CLI, MCP and headless availability is retained for the established catalog and Garmo Solvers suite. The newly supplied synthesis/discovery tables establish existing products but do not enumerate individual commands or transports; request their release-specific setup. “Setup scope” does not mean the product is a concept.

64 entries · release-specific setup
CLI, MCP and headless availability for all 64 SpinForge products
ProductCLIMCPHeadlessGet access
SpinForge + Atlas ↗Application✓ Available✓ Available✓ AvailableGet setup ↗
SpinRoute ↗Application✓ Available✓ Available✓ AvailableGet setup ↗
SpinMem ↗Application✓ Available✓ Available✓ AvailableGet setup ↗
SpinKernel ↗Application✓ Available✓ Available✓ AvailableGet setup ↗
SpinSovereign ↗Application✓ Available✓ Available✓ AvailableGet setup ↗
SpinProof ↗Application✓ Available✓ Available✓ AvailableGet setup ↗
SpinCache ↗Application✓ Available✓ Available✓ AvailableGet setup ↗
GARMO UCS ↗Engine✓ Available✓ Available✓ AvailableGet setup ↗
GarmoForge ↗Engine✓ Available✓ Available✓ AvailableGet setup ↗
UNISOLVE ↗Engine✓ Available✓ Available✓ AvailableGet setup ↗
StateForge ↗AI infrastructure✓ Available✓ Available✓ AvailableGet setup ↗
KX MemoryForge ↗AI infrastructure✓ Available✓ Available✓ AvailableGet setup ↗
GridForge ↗AI infrastructure✓ Available✓ Available✓ AvailableGet setup ↗
AgentForge ↗AI infrastructure✓ Available✓ Available✓ AvailableGet setup ↗
LatForge ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
modalg ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
ANNForge ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
sketchstream ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
GraphForge ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
SATForge ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
bnb_certified ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
ValueForge ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
krylov_scale ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
SpectralForge ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
TomoForge ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
sinkhorn_ot ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
enkf_scale ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
certmc ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
certcount ↗Forge15✓ Available✓ Available✓ AvailableGet setup ↗
SpinForge Warp ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
AMDE + ALCHEMI ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
Neural Schedule ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
GARMO Scientist ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
Annealed Splatting ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
QC Bridge ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
Gödel Optimizer ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
Materials Factory ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
Embodied Optimizer ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
Token Factory ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
Recursive Engine ↗SynthesisSetup scopeSetup scopeSetup scopeGet setup ↗
SpinForge Discovery Core ↗DiscoverySetup scopeSetup scopeSetup scopeGet setup ↗
SpinForge Bio ↗DiscoverySetup scopeSetup scopeSetup scopeGet setup ↗
SpinForge Bench ↗Benchmark productSetup scopeSetup scopeSetup scopeGet setup ↗
MaxSAT ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
CertCut ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
CP ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Partition ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
VRP ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
SMT ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Router ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
QBF ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
TSP ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Presolve ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Conic ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
CertOT ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
MINLP ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
CertBQP ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
certnum ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
MIP ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Krylov ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
HOBO ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Toroidal ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Batch ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗
Unroute ↗Garmo Solvers✓ Available✓ Available✓ AvailableGet setup ↗

GET STARTED

The right package.
The right connection.

Tell us the product, your environment and your preferred access mode. We’ll provide the setup documentation and configuration for the selected release.

  1. Choose the product. Start with the capabilities your workflow needs.
  2. Choose CLI, MCP or headless. All three access modes are available.
  3. Set the deployment scope. Confirm supported environments, capacity, licenses and any onboarding assistance.

Setup commands, connection details and credentials are product-specific. The website does not launch an installed product, connect an MCP server or activate an account.

Get product access
ACCESS AND DOCUMENTATION

Start with one product.

Explore for 14 days at no software charge, or use Developer access at $1,000/month. Production plans remain $4,000, $8,000 and $12,000/month under their stated entitlements.

Compare access plans

See a documented CLI.

UNISOLVE’s existing local commands, Python examples and independent verification guide are retained. Its MCP and headless access are available alongside those interfaces.

UNISOLVE developer guide

Keep each boundary clear.

Available interfaces do not change model coverage, compute requirements or the meaning of a result check. Managed operation and infrastructure are separately scoped services.

Integration and onboarding
CONNECTED WORKFLOWS

Your interface. A useful workflow.

All products have CLI, MCP and headless access. Use those interfaces in a compatible client, an evaluation environment or a private deployment.

DECISION PROGRAMS

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
QUALIFY THE CUSTOMER PATH

Available interfaces.
Explicit delivery responsibility.

Use the existing CLI, MCP and headless products directly. Customer-model interpretation, accepted platform configuration, tenancy, spending enforcement, deployment authority and operating support remain separate scope items.

Prepare a decision-workflow brief
WHOLE-SYSTEM OPTIMIZATION

The connection
can change the result.

Joint configuration, decision-sensitive computation, checked memory, useful future options, exact reformulation and evidence-led improvement. Explore the role of every product and agree a matched system evaluation.

Customer-specific integration opportunities—not added software entitlements or universal performance claims.

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