--- title: SpinForge | CLI, MCP & headless access url: https://spin-forge.com/developers description: Every SpinForge product is fully available with CLI, MCP and headless access. Work directly, connect an agent or run without a graphical interface. The… --- DEVELOPER ACCESS / ALL 64 PRODUCTS [The product collection](https://spin-forge.com/products) # 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. Find a product Product family 64 entries · release-specific setup CLI, MCP and headless availability for all 64 SpinForge products | Product | CLI | MCP | Headless | Get access | | [SpinForge + Atlas ](https://spin-forge.com/spinforge) Application | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=spinforge&brief=Product%3A+spinforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinRoute ](https://spin-forge.com/spinroute) Application | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=spinroute&brief=Product%3A+spinroute%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinMem ](https://spin-forge.com/spinmem) Application | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=spinmem&brief=Product%3A+spinmem%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinKernel ](https://spin-forge.com/spinkernel) Application | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=spinkernel&brief=Product%3A+spinkernel%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinSovereign ](https://spin-forge.com/spinsovereign) Application | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=spinsovereign&brief=Product%3A+spinsovereign%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinProof ](https://spin-forge.com/spinproof) Application | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=spinproof&brief=Product%3A+spinproof%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinCache ](https://spin-forge.com/spincache) Application | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=spincache&brief=Product%3A+spincache%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [GARMO UCS ](https://spin-forge.com/ucs) Engine | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=ucs&brief=Product%3A+ucs%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [GarmoForge ](https://spin-forge.com/garmoforge) Engine | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=garmoforge&brief=Product%3A+garmoforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [UNISOLVE ](https://spin-forge.com/unisolve) Engine | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=unisolve&brief=Product%3A+unisolve%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [StateForge ](https://spin-forge.com/stateforge) AI infrastructure | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=stateforge&brief=Product%3A+stateforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [KX MemoryForge ](https://spin-forge.com/kx-memoryforge) AI infrastructure | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=kx-memoryforge&brief=Product%3A+kx-memoryforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [GridForge ](https://spin-forge.com/gridforge) AI infrastructure | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=gridforge&brief=Product%3A+gridforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [AgentForge ](https://spin-forge.com/agentforge) AI infrastructure | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=agentforge&brief=Product%3A+agentforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [LatForge ](https://spin-forge.com/forge15/latforge) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Flatforge&brief=Product%3A+forge15%2Flatforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [modalg ](https://spin-forge.com/forge15/modalg) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fmodalg&brief=Product%3A+forge15%2Fmodalg%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [ANNForge ](https://spin-forge.com/forge15/annforge) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fannforge&brief=Product%3A+forge15%2Fannforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [sketchstream ](https://spin-forge.com/forge15/sketchstream) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fsketchstream&brief=Product%3A+forge15%2Fsketchstream%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [GraphForge ](https://spin-forge.com/forge15/graphforge) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fgraphforge&brief=Product%3A+forge15%2Fgraphforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SATForge ](https://spin-forge.com/forge15/satforge) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fsatforge&brief=Product%3A+forge15%2Fsatforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [bnb_certified ](https://spin-forge.com/forge15/bnb-certified) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fbnb-certified&brief=Product%3A+forge15%2Fbnb-certified%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [ValueForge ](https://spin-forge.com/forge15/valueforge) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fvalueforge&brief=Product%3A+forge15%2Fvalueforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [krylov_scale ](https://spin-forge.com/forge15/krylov-scale) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fkrylov-scale&brief=Product%3A+forge15%2Fkrylov-scale%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpectralForge ](https://spin-forge.com/forge15/spectralforge) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fspectralforge&brief=Product%3A+forge15%2Fspectralforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [TomoForge ](https://spin-forge.com/forge15/tomoforge) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Ftomoforge&brief=Product%3A+forge15%2Ftomoforge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [sinkhorn_ot ](https://spin-forge.com/forge15/sinkhorn-ot) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fsinkhorn-ot&brief=Product%3A+forge15%2Fsinkhorn-ot%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [enkf_scale ](https://spin-forge.com/forge15/enkf-scale) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fenkf-scale&brief=Product%3A+forge15%2Fenkf-scale%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [certmc ](https://spin-forge.com/forge15/certmc) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fcertmc&brief=Product%3A+forge15%2Fcertmc%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [certcount ](https://spin-forge.com/forge15/certcount) Forge15 | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=forge15%2Fcertcount&brief=Product%3A+forge15%2Fcertcount%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinForge Warp ](https://spin-forge.com/synthesis/warp) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fwarp&brief=Product%3A+synthesis%2Fwarp%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [AMDE + ALCHEMI ](https://spin-forge.com/synthesis/amde-alchemi) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Famde-alchemi&brief=Product%3A+synthesis%2Famde-alchemi%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Neural Schedule ](https://spin-forge.com/synthesis/neural-schedule) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fneural-schedule&brief=Product%3A+synthesis%2Fneural-schedule%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [GARMO Scientist ](https://spin-forge.com/synthesis/garmo-scientist) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fgarmo-scientist&brief=Product%3A+synthesis%2Fgarmo-scientist%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Annealed Splatting ](https://spin-forge.com/synthesis/annealed-splatting) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fannealed-splatting&brief=Product%3A+synthesis%2Fannealed-splatting%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [QC Bridge ](https://spin-forge.com/synthesis/qc-bridge) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fqc-bridge&brief=Product%3A+synthesis%2Fqc-bridge%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Gödel Optimizer ](https://spin-forge.com/synthesis/godel-optimizer) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fgodel-optimizer&brief=Product%3A+synthesis%2Fgodel-optimizer%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Materials Factory ](https://spin-forge.com/synthesis/materials-factory) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fmaterials-factory&brief=Product%3A+synthesis%2Fmaterials-factory%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Embodied Optimizer ](https://spin-forge.com/synthesis/embodied-optimizer) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Fembodied-optimizer&brief=Product%3A+synthesis%2Fembodied-optimizer%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Token Factory ](https://spin-forge.com/synthesis/token-factory) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Ftoken-factory&brief=Product%3A+synthesis%2Ftoken-factory%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Recursive Engine ](https://spin-forge.com/synthesis/recursive-engine) Synthesis | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=synthesis%2Frecursive-engine&brief=Product%3A+synthesis%2Frecursive-engine%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinForge Discovery Core ](https://spin-forge.com/discovery/core) Discovery | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=discovery%2Fcore&brief=Product%3A+discovery%2Fcore%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinForge Bio ](https://spin-forge.com/discovery/bio) Discovery | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=discovery%2Fbio&brief=Product%3A+discovery%2Fbio%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SpinForge Bench ](https://spin-forge.com/bench) Benchmark product | Setup scope | Setup scope | Setup scope | [Get setup ](https://spin-forge.com/contact?product=bench&brief=Product%3A+bench%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [MaxSAT ](https://spin-forge.com/solvers/maxsat) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fmaxsat&brief=Product%3A+solvers%2Fmaxsat%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [CertCut ](https://spin-forge.com/solvers/certcut) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fcertcut&brief=Product%3A+solvers%2Fcertcut%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [CP ](https://spin-forge.com/solvers/cp) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fcp&brief=Product%3A+solvers%2Fcp%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Partition ](https://spin-forge.com/solvers/partition) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fpartition&brief=Product%3A+solvers%2Fpartition%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [VRP ](https://spin-forge.com/solvers/vrp) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fvrp&brief=Product%3A+solvers%2Fvrp%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [SMT ](https://spin-forge.com/solvers/smt) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fsmt&brief=Product%3A+solvers%2Fsmt%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Router ](https://spin-forge.com/solvers/router) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Frouter&brief=Product%3A+solvers%2Frouter%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [QBF ](https://spin-forge.com/solvers/qbf) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fqbf&brief=Product%3A+solvers%2Fqbf%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [TSP ](https://spin-forge.com/solvers/tsp) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Ftsp&brief=Product%3A+solvers%2Ftsp%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Presolve ](https://spin-forge.com/solvers/presolve) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fpresolve&brief=Product%3A+solvers%2Fpresolve%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Conic ](https://spin-forge.com/solvers/conic) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fconic&brief=Product%3A+solvers%2Fconic%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [CertOT ](https://spin-forge.com/solvers/certot) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fcertot&brief=Product%3A+solvers%2Fcertot%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [MINLP ](https://spin-forge.com/solvers/minlp) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fminlp&brief=Product%3A+solvers%2Fminlp%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [CertBQP ](https://spin-forge.com/solvers/certbqp) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fcertbqp&brief=Product%3A+solvers%2Fcertbqp%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [certnum ](https://spin-forge.com/solvers/certnum) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fcertnum&brief=Product%3A+solvers%2Fcertnum%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [MIP ](https://spin-forge.com/solvers/mip) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fmip&brief=Product%3A+solvers%2Fmip%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Krylov ](https://spin-forge.com/solvers/krylov) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fkrylov&brief=Product%3A+solvers%2Fkrylov%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [HOBO ](https://spin-forge.com/solvers/hobo) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fhobo&brief=Product%3A+solvers%2Fhobo%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Toroidal ](https://spin-forge.com/solvers/toroidal) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Ftoroidal&brief=Product%3A+solvers%2Ftoroidal%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Batch ](https://spin-forge.com/solvers/batch) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Fbatch&brief=Product%3A+solvers%2Fbatch%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | | [Unroute ](https://spin-forge.com/solvers/unroute) Garmo Solvers | ✓ Available | ✓ Available | ✓ Available | [Get setup ](https://spin-forge.com/contact?product=solvers%2Funroute&brief=Product%3A+solvers%2Funroute%0AOur+objective%3A%0AWorkload+and+input%3A%0AEnvironment%3A%0ARequired+output+and+acceptance%3A%0A) | 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](https://spin-forge.com/contact?product=developer-access&interface=all) 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](https://spin-forge.com/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](https://spin-forge.com/unisolve/developers) ### 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](https://spin-forge.com/integration) 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. [04 ### MCP & agent integrations Connect the selected SpinForge products to compatible AI clients, coding tools and agent workflows through their available MCP interfaces, with CLI and headless alternatives.](https://spin-forge.com/solutions/agent-integrations) [03 ### AI training & evaluation environments Commission a task environment or evaluation suite in which supported mathematical and decision outcomes are checked by code, not judged only by the fluency of an explanation.](https://spin-forge.com/solutions/ai-training-evaluation) [09 ### Private computational deployments Use the appropriate SpinForge capability in a supported customer-controlled environment. Choose CPU execution where the product supports it and acceleration where the workload justifies it.](https://spin-forge.com/solutions/private-computation) [Explore all 17 solution workflows](https://spin-forge.com/workflows) DECISION PROGRAMS ## A useful outcome. A defined delivery. Commission the model, integration and acceptance work needed for your task. Existing products stay independently available. [01 / Scoped customer program ### Explain & repair a constrained plan Commission one supported decision model, a scoped conflict analysis and a comparison of permitted repairs.](https://spin-forge.com/programs/plan-diagnosis) [02 / Scoped customer program ### Maintain a recurring decision Commission a revision-aware workflow that keeps models, assumptions, results and evidence connected as inputs change.](https://spin-forge.com/programs/living-decisions) [03 / Scoped customer program ### Improve a computational workflow Commission a bounded performance improvement with source identity, numerical acceptance and the appropriate checking evidence.](https://spin-forge.com/programs/compute-improvement) [Explore decision programs](https://spin-forge.com/decision-systems) 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](https://spin-forge.com/decision-systems?section=ds-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. [Explore all six connections](https://spin-forge.com/system-synergies) [64-entry interaction map](https://spin-forge.com/system-synergies/product-map) Customer-specific integration opportunities—not added software entitlements or universal performance claims.