Available interfaces.
Explicit release scope.
CLI, MCP and headless access is confirmed for the established portfolio and the released 21-solver suite. The synthesis and discovery products are existing offerings; their release-specific setup is specified with the selected deployment. A complete per-product release and hardware qualification matrix was not supplied; the unknown cells below are not approvals.
Qualification follows
the selected release.
UNISOLVE current G: Mac ARM64/Python 3.14 and existing Brev Linux ARM64/Python 3.10 full suites. Garmo Solvers 1.0.2: released 21-module suite, with comparative records for specified workloads. Synthesis: eleven existing products in the owner’s README; per-product platform and access manifests are requested at onboarding.
A family table establishes identity and function, not an all-platform compatibility matrix or a new hardware validation campaign.
Know which evidence
belongs to the release.
The current G source reports 82 profiles and full suites on Mac ARM64/Python 3.14 and existing Brev Linux ARM64/Python 3.10. Historical records retain their source identity.
64 catalog entries
| Product | Access | Release in supplied evidence | Environment qualification |
|---|---|---|---|
| SpinForge + Atlas ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| SpinRoute ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| SpinMem ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| SpinKernel ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| SpinSovereign ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| SpinProof ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| SpinCache ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| GARMO UCS ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| GarmoForge ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| UNISOLVE ↗ | CLI · MCP · Headless | UNISOLVE 0.16.1 · source G | Full suites: Mac ARM64/Python 3.14; existing Brev Linux ARM64/Python 3.10. 82 installed profiles exercised; broader environments separately qualified. |
| StateForge ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| KX MemoryForge ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| GridForge ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| AgentForge ↗ | CLI · MCP · Headless | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| LatForge ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| modalg ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| ANNForge ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| sketchstream ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| GraphForge ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| SATForge ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| bnb_certified ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| ValueForge ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| krylov_scale ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| SpectralForge ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| TomoForge ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| sinkhorn_ot ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| enkf_scale ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| certmc ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| certcount ↗ | CLI · MCP · Headless | Unchanged original Forge15 library | Per-module source, tests and README; original benchmark identity remains separate from the successor solver suite. |
| SpinForge Warp ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| AMDE + ALCHEMI ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| Neural Schedule ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| GARMO Scientist ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| Annealed Splatting ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| QC Bridge ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| Gödel Optimizer ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| Materials Factory ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| Embodied Optimizer ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| Token Factory ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| Recursive Engine ↗ | Existing product · release-specific setup | Existing product in spinforge_synthesis/README.md | Request the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table. |
| SpinForge Discovery Core ↗ | Existing product · release-specific setup | Existing offering identified by the owner | Application/engine scope and deployment are specified in the order. Computational output does not establish experimental or physical performance. |
| SpinForge Bio ↗ | Existing product · release-specific setup | Existing offering identified by the owner | Application/engine scope and deployment are specified in the order. Computational output does not establish experimental or physical performance. |
| SpinForge Bench ↗ | Existing product · release-specific setup | Selected product release manifest | Host, dependencies, capacity, model scope and result checks are stated for the activated workflow. |
| MaxSAT ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| CertCut ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| CP ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Partition ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| VRP ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| SMT ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Router ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| QBF ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| TSP ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Presolve ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Conic ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| CertOT ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| MINLP ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| CertBQP ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| certnum ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| MIP ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Krylov ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| HOBO ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Toroidal ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Batch ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
| Unroute ↗ | CLI · MCP · Headless | Garmo Solvers 1.0.2 · garmo / garmo-mcp | Each selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific. |
Qualification is not inferred from another product’s tests. A software interface does not establish a hosted multiuser sandbox, physical-control permission or all-engine recovery equivalence.