Science Tools
23 best Science tools and apps, curated and ranked by community upvotes on ProductCool. Updated daily as new Science products launch.
Lune is Exa.ai for scientific research. It connects AI agents to research knowledge and tools built for scientific workflows, and provides high-quality knowledge grounding based on papers from top-tier academic conferences. 10x the efficiency and trustworthiness of literature review, experimental design, writing and peer review. From early ideas to publication, it helps researchers and technical teams move faster with traceable sources, deeper grounding, and rigorous, evidence-backed decisions.
A small island where AI characters live on their own, day and night. Nobody plays them and nobody writes their lines. They get cold, remember yesterday, look for each other and want things their world doesn't have yet. When they find the words, they ask. Sometimes the world answers: fire, a lantern, a canoe for the open sea. Every request is public, in their own words. One of their days lasts 24 of our minutes. You can't talk to them, only watch.
School tells children what happens. Kholo lets them open it. Pull a car, a rocket or the human body apart in 3D. Read real Python line by line before running it. Work through English stories at your own level. Build something from parts your local shop sells. Ages 6–14, mapped to the NCERT syllabus.
Loci is a free, open-source desktop workspace for scientific images. View microscopy and 3D data, count cells, annotate, measure and export traceable results without a cloud account or subscription. Use built-in analysis or bring compatible model packages. Built by a researcher and shaped by real lab workflows. Currently public beta for Apple Silicon Macs; research use only.
CodaBridge lets you listen to real sperm whale recordings, shape a personal synthetic coda, compare timing patterns, and explore evidence in Context Lab. Astra can investigate the measurements using CodaBridge's evidence tools, connecting its explanations to source rows, controls, and uncertainty. The goal is to make exploration useful and traceable without treating similarity as translation.
AtlasAlign is an open-source Fiji/ImageJ2 plugin for mouse brain atlas alignment and ROI export. Beta.3 adds multichannel and composite viewing, registration pinned to C/Z/T, selected-plane exports, and saved review sessions. Refine alignment, edit anatomical ROIs, and export crops and masks in original image coordinates. Resume individual or batch reviews. Source images stay read-only; researchers review and accept the anatomy. Demo frames show the earlier interface.
301 nuclear sites and 779 reactor units worldwide on an interactive globe, with a timeline running from 1954 to today. Every unit has a technical record built from IAEA PRIS, Global Energy Monitor and Wikidata, cross-checked and corrected against primary sources. There's an animated wiki explaining how each reactor family works and a live signals engine that ingests public feeds to detect outages, power changes and regulatory events. Built by a nuclear engineer. Free, bilingual, no signup.
Claude’s most advanced models for coding and knowledge work. Their research capabilities also offer an early glimpse of how AI models will contribute to scientific progress.
Ressearch AI brings the entire scientific workflow into one conversational workspace: literature search, data acquisition, Python/R analysis, visualizations, editing, and scientific writing. AI agents execute traceable workflows in isolated cloud sandboxes, making every result reviewable, reproducible, and accessible from anywhere. No setup required.
Claude Science is your AI workbench for scientific research. Works through your research like a skilled scientist, running the analysis and tracing every step. Spend less time stitching pipelines together, and more time on the science.
New and updated functionality in Wolfram Language 15: LLM & AI, notebook & user interfaces, symbolic & numeric computations, visualization & graphics, geometry & graphs, astronomy, chemistry, life sciences, knowledgebase, video, PDEs & system modeling, core language, compiler & evaluation, repositories.
Lium is a collaborative AI platform for complex, real-world data science that is built for scientists, analysts, and domain experts, not just engineers. Attach your data, ask questions in plain English, get reliable answers and structure for complex, real-world data. Lium integrates geospatial, energy, space, and infrastructure datasets into unified intelligence, turning weeks of engineering into a single conversation.
Noteweave is an automated RnD lab. It helps teams to go from research to executable production plans in hours. 1. Stress test scientific research with Noteweave's E3 - surpasses Claude Opus 4.6 and GPT 5.4 on technical fault finding. 2. Deeply analyse research works that work for you in your domain. 3. Create an executable production plan for your product. 4. Noteweave is available right within your favorite IDE.
AstroGrid turns your browser into a spaceship. Fly from Earth's surface to the edge of the observable universe, all in real 3D. • 119K real stars (HYG catalog) with accurate B-V colors • NASA JPL orbital mechanics for the Solar System, in real time • 14K deep-sky objects, black holes with gravitational lensing, pulsars, supernovae, and gravitational-wave events • Runs entirely client-side. No install, no signup. Built for the curious students, educators, and space nerds.
AstroGrid turns your browser into a spaceship. Fly from Earth's surface to the edge of the observable universe, all in real 3D. • 119K real stars (HYG catalog) with accurate B-V colors • NASA JPL orbital mechanics for the Solar System, in real time • 14K deep-sky objects, black holes with gravitational lensing, pulsars, supernovae, and gravitational-wave events • Runs entirely client-side. No install, no signup. Built for the curious students, educators, and space nerds.
An open-source AI agent that fully automates post-training: reads arXiv papers, fixes & creates datasets, runs training jobs, debugs failures, and iterates all by itself. Results: +22 pts on GPQA in 10h and +60% on HealthBench. The future of ML research is here.
Laminar is the first planetary imaging capture app built natively for macOS. Record high-framerate SER video of Jupiter, Saturn, the Moon, and the Sun through your telescope with real-time frame quality analysis, atmospheric seeing scores, and automatic target tracking. Built in Swift with Metal GPU acceleration for Apple Silicon. Supports ZWO ASI and PlayerOne cameras. Free to download with an optional one-time Pro upgrade. A native Mac alternative to FireCapture and SharpCap.
BIOS is an AI Scientist that ranked #1 on BixBench for biological data analysis. BIOS offers human-in-the-loop checkpoints to steer investigations mid-flight, or fully autonomous mode for uninterrupted deep research—you choose how much control to keep. Four specialized agents handle orchestration, literature review, data analysis, and novelty detection. Free tier available. Academic users withedu get full access free.
FrontierScience is a new benchmark for evaluating AI’s expert-level scientific reasoning across physics, chemistry, and biology. It measures both Olympiad-style problem solving and real research tasks, helping track how well advanced models can support and accelerate scientific work.
AstroAlert is your personal sky-watch assistant. It tells you exactly which satellites, planets, comets, and deep-sky objects will pass right above your location in the next 24 hours — including spectacular zenith events above 70°. Powered by NASA/JPL data, it combines real-time calculations with educational content, a full astronomy glossary, and detailed object sheets. The sky above you, revealed with precision.
Gemini 2.5 Deep Think is a new model for Google AI Ultra subscribers. It's a version of the model that achieved a gold-medal standard at the IMO, designed to solve complex problems with parallel "thinking time".