Seaglass Foundry · Forged For Speed. Refined by Craft.

GPU-accelerated geospatial software for the agent era.

The Forge suite — GPU compute, a data layer, and a natural-language agent that refuses rather than guesses — runs on one workstation with no infrastructure to stand up, and every operation is callable by a person or by an AI agent. New in 1.2.4: Seaglass Globe — the suite's optional 3D view.

The Seaglass Globe release film (5:09) — Seaglass Foundry on YouTube.

Who it's for

Three kinds of reader come here. Each product page carries a one-pager written for you.

For defense & intelligence

Deployable where the mission runs

The whole suite on one host, on-premises, air-gap capable. Pure-Java engines with no first-party native code, a natural-language control plane that refuses rather than fabricates, and a real coordinate system — MGRS and UTM from one cursor — behind a loopback-only boundary.

The regulated-deployment story
For AI agent builders

A geospatial surface, native to MCP

237 of ForgeGIS's 239 operations are callable through a native Model Context Protocol server. ForgeMind exposes itself as a single MCP tool a higher-level agent can hand an entire geospatial workflow to, and ForgeData answers a data question with a ranked, costed list instead of a path.

The agent-builder story
For geospatial platforms

GPU throughput without leaving the JVM

Geospatial SaaS, climate, and agtech platforms running large raster and vector catalogs on CPU-bound GDAL pipelines can replace the compute path without migrating off the JVM or adding a native build pipeline — 9×–56× on multi-stage pipelines.

Watch the unedited demonstration vs GDAL

The Forge suite

Three engines built for each other — surfaced by Studio, flown on Seaglass Globe, delivered by the Control Center.

Flagship · ForgeGIS

GPU-accelerated geospatial compute, for the agent era

239 user-facing operations across 11 categories. 237 callable by AI agents through a native MCP server.

ForgeGIS runs raster, hydrology, visibility, spectral, ML, and point-cloud workloads on the GPU through Java-side compute kernels, alongside a large vector and topology surface in pure Java — and exposes 237 of its 239 operations to AI agents through a native Model Context Protocol server. Distributed as pure-Java Maven artifacts with no first-party native code, no GDAL native bindings, and no separate native install step — GPU dispatch is via the JOCL OpenCL bindings (JNI bridge bundled in the JOCL JAR). A non-linear DAG pipeline engine imports QGIS models and runs branching raster/vector workflows, with the raster data plane GPU-resident end to end.

As of August 2026, the only commercially-supported GPU-accelerated geospatial MCP server we have been able to identify. Watch the unedited 62-operation demonstration vs GDAL — methodology biased against us.
239 / 11
operations across 11 geospatial categories
237 / 239
agent-callable through native MCP
9×–56×
multi-stage pipeline speedup vs GDAL CLI
Forge Suite · The GIS Intent Compiler

ForgeMind

Natural language to validated GPU pipelines — or an honest refusal

The natural-language control plane for ForgeGIS. It compiles a plain-language request into a validated, executed pipeline on the GPU-accelerated engine, and refuses by construction when a request cannot be honored correctly. Zero confident-wrong results across 79 conversations and 6,696 validated turns — at roughly 25× lower model cost than an agent loop.

Java 17+ · Commercial license · v1.2.4
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Forge Suite · Data layer

ForgeData

The data-intelligence layer — ask for data by intent

Cost-aware routing, a portable single-file GeoPackage catalog, and a 49-tool MCP surface that turn thirteen heterogeneous sources into one ranked answer — the best-fit correct dataset, with access cost as the deciding tiebreaker.

Java 17+ · Bundled with the suite · v1.2.4
Learn more

New in 1.2.4, and recently shipped

Three engines. Two surfaces. One download.

New in 1.2.4 · Seaglass Globe

Seaglass Globethe Earth in double precision, all the way down

A precision WGS-84 virtual globe — the Forge suite's optional 3D view, and the surface the agent draws on.

Twenty thousand kilometres to a rooftop in one continuous move, on a WGS-84 ellipsoid whose precision is held relative to the camera. Real elevation and imagery, real geodesy with the algorithm named beside every number, your own GeoJSON, KML and shapefiles on a layer stack that is yours, tile services you name, live feeds, and the suite's GPU compute run from a workflow editor docked under the map — a hillshade re-computed while you are still holding the slider. When it is running, ForgeMind's visual answers — contours, profiles, draped rasters, scene entities — are drawn on the globe instead of only described. Needs a real GPU; Windows x64; opt-in in the Control Center installer.

A number without its method is not a measurement. Watch the release film — 5:09, and every number on screen is one the render is displaying.
20 000 km → rooftop
one continuous move — no cut, no dissolve, no swapping one scene for another; the same globe the whole way down
f64 all the way down
precision held relative to the camera, so the ground stops shimmering exactly where a single-precision engine starts to
WGS-84 ellipsoid
a = 6 378 137 m; Vincenty inverse and Karney area, with the algorithm named beside every measurement
Shipped in 1.2.3 · The Digital Twin

ForgeGIS digital twin

Streams like video, auditable like a ledger

A living geospatial simulation that records itself as it runs. Replay a run frame by frame, branch it into a what-if that shares its parent's history byte-for-byte, and verify it against itself afterwards. A finished run is a standard GeoPackage — it opens in QGIS with nothing of ours installed.

ForgeGIS engine capability · driven from Studio or headless over MCP
See the digital twin
The Operator Surface

ForgeGIS Studio

One workspace for three engines

The browser workspace that makes the suite one product: data loaded through one catalog, raster/vector/mixed pipelines composed on a node canvas and run in batch, and a natural-language agent acting on the live map the operator is looking at — not a copy. Single host, loopback-bound, air-gap capable.

Java 17+ · Bundled with the suite · v1.2.4
See ForgeGIS Studio
The Suite Installer

Seaglass Control Center

Install → configure → operate, in one window

One download lays down a private Java runtime and the full Forge suite with no prerequisites on the machine, validates and vaults one API key, then runs the services — health, live logs, a data gallery, and agent chat from the same window. Built for people who would rather evaluate a running system in minutes than assemble one over an afternoon.

Windows x64 · Not sold separately · v1.2.4
Meet the Control Center

Also from the foundry

Our standalone developer library, alongside the Forge suite.

Developer Library

SwingToPDF

True vector PDF output from Java Swing components

Convert any JComponent tree into genuine vector PDF. Text stays selectable, graphics stay sharp, and file sizes stay small. Built on Apache PDFBox.

Java 17+ · AGPL-3.0 or commercial · v1.3.1
Learn more
Open-source contribution

Giving back to the WorldWind community

Worldwind Reforged is our modernization of NASA's WorldWind — not a commercial product we ship, but a community contribution maintained under our Cannonforge banner. We modernized the toolkit for Java 17+, shader-based rendering, and a clean Maven build, then released the work openly so the WorldWind community can keep building on it.

Open Source · Cannonforge banner

Worldwind Reforged

A modernized Java 17+ build of NASA WorldWind, given back to the community

Shader-based rendering, GPU-accelerated surface shapes, full Maven build, and backwards compatibility with the original WorldWind Java API — a drop-in modernization for anyone still building on WorldWind. Source and releases on GitHub under our Cannonforge banner.

Java 17+ · Apache-2.0 · Community maintained
Learn more
Licensing & evaluation

Evaluate the Forge suite on one machine

The Forge suite is commercially licensed, and evaluation builds are available to qualified teams. Run the whole suite on one workstation — disconnected if required — and exercise every part of it through one interface.

What you get

The Seaglass Control Center installer: one download that lays down a private Java runtime and the full suite — ForgeGIS, ForgeMind, ForgeData, ForgeGIS Studio, and, opt-in, Seaglass Globe — then runs it from the same window. A bundled offline elevation dataset means the first elevation and slope results need no network. First result in minutes.

What you need

  • A Windows x64 workstation. The engines are Java 17+ libraries; the runtime is bundled, so nothing is installed beforehand.
  • A GPU with standard OpenCL drivers. Seaglass Globe needs a real, hardware-accelerated GPU — a remote-desktop session usually can't drive it.
  • 4 GB of RAM for the suite, 8 GB with the Globe installed; about 4 GB of disk for a tile cache that grows with use.
  • A Claude or OpenAI API key for a connected evaluation. Air-gapped sites host their own model behind the same provider abstraction.

What happens next

Email us with a line about your program and what you want to see it do. We read every email and reply personally. Qualified teams receive an evaluation build, and we will walk you through the methodology behind any figure on this site — per-operation timings and the benchmark harness are available to vetted buyers under NDA. Licensing terms are provided on request.

Request an evaluation — rich@seaglassfoundry.com

Licensing questions, partnership and distribution inquiries, SwingToPDF licenses — the same address reaches us for all of it.