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K‑Dense Web: Research. Analyze. Synthesize.

An AI agent with access to 250+ databases, hundreds of thousands of on-demand tools, and native support for 200+ scientific data formats. Autonomously executes complex tasks across science, engineering, healthcare, finance, and beyond.

Get Started

Pay-as-you-go pricing

See It In Action

Example Use Cases

Explore 71 real research sessions powered by K‑Dense Web, organized by domain

Wearable Seizure Prediction
Neuroscience

Wearable Seizure Prediction

Explore heart-brain coupling for seizure prediction using EEG/ECG analysis and phase-amplitude coupling methods.

GBM Clinical Trial Landscape Analysis
Cancer Biology

GBM Clinical Trial Landscape Analysis

Analyze 1,913 glioblastoma clinical trials identifying the immunotherapy gap (682 trials, 0 approvals) and novel target pipeline attrition.

JWST Exoplanet Target Prioritization
Astronomy

JWST Exoplanet Target Prioritization

Rank 124 habitable zone exoplanets for JWST atmospheric characterization using TSM/ESM metrics and observability windows.

Renal Cancer Drug Response Stratification
Cancer Biology

Renal Cancer Drug Response Stratification

Stratify 97 ccRCC patients by predicted response to standard therapies and identify drug repurposing candidates.

Tox21 Liver Toxicity Prediction
Toxicology

Tox21 Liver Toxicity Prediction

Predict liver toxicity using Tox21 SR-MMP endpoint with XGBoost and SHAP-based structural interpretation.

TMT Proteomics Spike-in Validation
Proteomics

TMT Proteomics Spike-in Validation

Validate TMT 6-plex quantification accuracy using Erwinia carotovora spike-in proteins with 97% correlation to ground truth.

Trusted by researchers from

MIT
Harvard Medical School
Stanford University
University of Pennsylvania
Atlas Biotech
Ford
GSK
Zeiss

Partners

Modal
Parallel
Rowan
Google

Platform Capabilities

Built for Real Research at Scale

Not a chatbot with a science skin. K‑Dense Web writes and executes real code, connects to real databases, reads your actual instrument files, and produces outputs you can publish.

250+

Databases

Direct access to scientific, clinical, financial, and chemical databases. Dedicated integrations for PubMed, ChEMBL, UniProt, SEC EDGAR, FRED, and dozens more, plus multi-database packages like BioServices and BioPython that each unlock 30‑40 additional sources.

Unlimited

Tools, Generated on Demand

K‑Dense writes and executes code on the fly, turning every function in every Python package into a callable tool. Pre-built optimizations cover the most common workflows, but the system is never limited to what is pre-defined. Hundreds of thousands of capabilities, generated on demand.

500K+

Python Packages Available

Use any of the 500,000+ packages on PyPI. Ships with curated optimizations for 200+ of the most common scientific, research, and financial packages including RDKit, Scanpy, scikit-learn, PyTorch, BioPython, statsmodels, and more.

200+

Scientific Data Formats

Native support for instrument files, data formats, and outputs across every major scientific domain. From FASTA and BAM in genomics to DICOM and SVS in medical imaging, mzML in mass spectrometry, FITS in astronomy, CIF and POSCAR in materials science, FCS in flow cytometry, and hundreds more.

Publish

Ready Outputs

Generate manuscript-ready papers, presentation slides, LaTeX and PowerPoint posters, PDF reports, interactive visualizations, scientific schematics, and figures. Not just code: deliverables you can submit, present, or share.

Data Compatibility

Every Format Your Instruments Produce

From raw instrument output to publication-ready deliverables, K‑Dense handles the formats your research actually uses. Native support across 14 scientific domains.

Genomics & Sequencing

.sam.bam.cram.vcf.bcf.fasta.fa.fastq.fq.bed.gff.gtf.gff3.wig.bigwig.bigbed.bai.crai.fai.tbi

Sequence & Phylogenetics

.gb.genbank.embl.clustal.stockholm.phylip.nexus.newick.nexml.phyloxml.qseqBIOM

Chemistry & Molecular

.mol.sdf.pdb.cif.xyzSMILESInChI.smimmCIF

Materials Science

POSCARCONTCARINCARPOTCARKPOINTSvasprun.xmlOUTCAR.gjfGaussianLAMMPSCP2KQ-ChemABINITFEFF

Medical Imaging & Pathology

DICOM.dcm.nii.nii.gz.nrrd.svs.ndpi.scn.zvi.mrxs.bif.ome.tiff.qptiffCODEXMERFISH

Mass Spectrometry

.mzml.mzxml.mzdata.mgf.msp.traml.mztab.idxml.mzid.pepxml.protxml.featurexml.consensusxml

Astronomy

.fits.fits.gz.fits.fzVOTable

Neuroscience & Electrophysiology

SpikeGLX.ap.bin.lf.binOpen Ephys.nwb.fcs

Single-Cell & Array Storage

.h5ad.loom.mtx10X.zarr.hdf5.h5.nc.npy.npz

Geospatial

.shp.geojson.gpkg.kmlPostGIS

Data & Interchange

.csv.tsv.json.xml.yaml.parquet.arrow.feather.pkl.xlsx.xlsSBML.ndjson

Documents & Outputs

.pdf.docx.pptx.tex.bib.md.html.svg.png.jpg.tiff.eps.gif.webp

The Difference

Why K‑Dense?

Traditional LLMs are great at answering questions. K‑Dense Web is built to do the research.

Traditional LLMs

  • Single-turn Q&A conversations
  • Hallucinations from training data
  • Plain text responses only
  • Can't execute code or run analysis
  • You do the work, AI assists
  • Generic knowledge, no specialization

K-Dense Web

  • End-to-end research automation for multi-step workflows
  • Grounded in your data with reduced hallucinations
  • Publication-ready outputs including papers, slides, and figures
  • Executes real analysis with Python, R, and ML pipelines
  • AI does the work while you guide and review
  • Deep domain expertise in science, finance, engineering & more

Open Source

Built in the Open

We ship a growing suite of open-source libraries, skills, and tools that anyone can use — with or without a K‑Dense account.

  • scientific-agent-skills

    133 ready-to-use Agent Skills

    A curated library of Agent Skills covering research, science, engineering, analysis, finance, and writing. Works with Claude Code, Cursor, Codex, Gemini CLI, and any agent that supports the open Agent Skills standard.

  • claude-scientific-writer

    Research-backed scientific writing

    A deep research and writing tool that generates publication-ready papers, reports, posters, and grant proposals — every claim supported by real-time literature search and verified citations.

  • k-dense-byok

    Your local AI co-scientist

    A free, open-source research assistant that runs on your desktop, powered by your own API keys. 170+ scientific skills, 326 workflow templates, and 229 databases, all under your control.

  • mimeo

    Clone an expert into your agent

    Point it at a name and mimeo reads the internet on your behalf — talks, essays, interviews, papers, letters — and distills a production-ready SKILL.md or AGENTS.md your agent can load.

  • mimeographs

    80 pre-built expert skills

    Ready-to-use Agent Skills that clone the thinking of founders, philosophers, scientists, and AI researchers — from Steve Jobs and Warren Buffett to Wittgenstein, Hinton, and Fei-Fei Li.

    Try Pantheon live

Backed by

Accel
Accel Atoms
Google AI Futures Fund