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Ask a biological question
Get an auditable answer
A curated multi-omics database of 700M+ cells, now upgraded with clinical-grade human single-cell metadata and BioTuring MCP, built to give researchers speed and defensibility in one platform.
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What Powers Talk2Data
A deeper human database, now paired with a secure engine to query it in plain English.
Talk2Data Release
Clinical-Grade Database
Every profile across Talk2Data's 700M+ cell database — human, mouse, and non-human primate — is curated with clinical-grade metadata, giving every filter the precision researchers can trust.
Talk2Data Release
BioTuring MCP
A GPU-accelerated engine that runs multi-step analyses in minutes, with every step shown as auditable code.
Together, they let you ask a biological question in plain language and get an answer you can defend – with the data, the code, and the reasoning all visible.
Human Database Grounded
in Clinical Metadata
Broad coverage. Deep clinical detail. Clean, consistent ontologies.
Cells
298.8M
Samples
85,934
Studies
4,493
Diseases
1,076
Studies with survival data
+130
New clinical metadata fields
+8
What You Get From Our
Clinical-Grade Human Database
Filter Sample Type + Cell Line → separate MCF-7 from patient biopsies
Added retinal ganglion cells, plasmacytoid DCs, and more
Filter disease + NCIT cancer stage (Stage IA, IIB...) + TNM tumor stage
A curated database is
only half the story. Here's
what runs on top of it
Your AI agent
Now fluent in Talk2Data
BioTuring MCP is a GPU-accelerated engine that plugs your AI assistant directly into Talk2Data.The agent finds the study, runs the DEG analysis, runs pathway enrichment, and reports back,and shows you exactly what it did along the way.
mcp flow
How Our BioTuring MCP
is Different
Most engines just give you an answer. BioTuring MCP shows you exactly how it got there, and lets you rerun it, every time.
Flexibility

BioTuring MCP writes its own analysis code, so you get a custom workflow instead of a fixed set of options.

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Transparency

BioTuring MCP shows exactly what it's about to run, pauses for your confirmation, and lets you choose how to proceed.

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GPU Performance

BioTuring MCP's GPU-powered parallel computing executes thousands of independent analyses in a single call.

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Reproducibility

BioTuring MCP delivers reproducible results by design. The same DSL code on the same database yields identical results every time.

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Curious yet?
Request a customized demo to see
how BioTuring MCP help accelerate
your research process.
Request a demo
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