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Runs real statistical and causal analysis locally instead of letting an LLM guess, citing every result to its source. Built for technical users via its MCP server and Python SDK.
FreeWorks offlineOpen source
What to know▼
How it works
Runs 24+ research-grade quantitative methods locally on a dataset you drop in — anomaly detection, causality, regime detection, forecasts — with every finding cited to the method and source behind it. Includes an MCP server and Python SDK for AI agents to call it for verified math.
What's different
Computes real statistics locally instead of having an LLM guess at numbers, with a "0 fabricated" indicator guaranteeing no invented figures.
Pricing
Open source, Apache 2.0.
Best for
Developers and technical users who need verified quantitative analysis, including AI agents that call it programmatically.
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A spatial nature-sound mixer (rain, fire, ocean, wind, birds) for Mac and iPhone with iCloud sync, an ambient sound app for focus or relaxation.
FreeNo sign-upWorks offline
What to know▼
How it works
Lets you drag sound layers — rain, ocean, fire, wind, birds, thunder and more — onto a canvas and position them spatially around you; with supported AirPods, head tracking anchors the soundscape to the room.
What's different
Places sound layers in three-dimensional space rather than playing a single flat loop, and supports AirPods head tracking.
Pricing
One-time purchase, no subscription.
Best for
Mac and iPhone users who want an ambient soundscape for focus, rest or sleep.
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Generates a 3D model from a single image entirely on-device using WebGPU, with no server uploads or accounts needed — an open-source tool for developers experimenting with local image-to-3D generation.
Works offlineData stays with youOpen source
What to know▼
How it works
Generates a 3D model from a single image entirely on-device using WebGPU compute in the browser, with no server uploads or accounts.
What's different
Open source and runs locally via WebGPU rather than requiring cloud GPU processing, also deployable on Vercel for instant testing.
Best for
Developers experimenting with local, private image-to-3D generation.
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A macOS Quick Look and desktop viewer for molecular file formats like PDB and SDF, with built-in 3D and cheminformatics tools. Aimed at computational chemists doing research, not general software developers.
Works offlineOpen source
What to know▼
How it works
Adds Finder Quick Look previews on macOS for molecular file formats (PDB, mmCIF, SDF, MOL, XYZ) — press Space to preview — plus a desktop app with Mol* 3D viewing, RDKit grids and Ketcher for computational chemistry workflows.
What's different
Integrates directly into macOS Finder's Quick Look instead of requiring a separate viewer app to open each file.
Best for
Computational chemists doing research, not general software developers.
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Turns real estate developments into photorealistic, interactive 3D walkthroughs that stream in any browser, for residential property developers and their sales teams instead of a downloadable app.
Works offline
What to know▼
How it works
The 3D is pre-rendered and streamed as video, so pages load in about two seconds and work on low-powered phones and offline.
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An app for 3D-printing makers that writes NFC tags on filament spools with material, color and temperature details, replacing manual tracking, and syncs with Anycubic's slicer.
Works offline
What to know▼
How it works
Writes NFC tags for 3D-printing filament spools with material type, color, brand, weight, temperature ranges and diameter, and syncs those settings to Anycubic Slicer Next.
What's different
Built specifically for the Anycubic ACE Pro RFID/NFC system (also supporting OpenPrintTag and OpenSpool), works fully offline with no cloud required.
Best for
3D-printing makers using Anycubic ACE Pro who want to stop manually tracking filament spool details.
