Cell Viability Calculation Engine

Cell Viability Calculation Engine MCP Connector for Claude

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Calculate cell viability, IC50, and growth inhibition from assay data.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides specialized analytical tools for biological research. It allows AI agents to process assay measurements to determine cellular health and drug potency. Use viability_percentage to compare treated and control signals, growth_inhibition to find the suppression rate, estimate_ic50 to determine the half-maximal inhibitory concentration from dose-response data, and summarize_assay to generate comprehensive experimental reports.

cell-viabilityic50assaymtttrypan-blue

4 tools expose this connector's capabilities to your AI agent.

estimate_ic50

Estimates the concentration of a drug that causes 50% reduction in viability

growth_inhibition

Determines the percentage of cell growth that has been suppressed by a treatment

summarize_assay

Aggregates multiple data points into a structured report of an experiment's findings

viability_percentage

Calculates the percentage of surviving cells for a specific treatment relative to the control

See how to talk to your AI agent using Cell Viability Calculation Engine.

Calculate the viability for a metabolic assay where the treated value is 45 and the control is 100.

The cell viability is 45%.

What is the growth inhibition if the viability is 30%?

The growth inhibition is 70%.

Estimate the IC50 for these concentrations [0.1, 1, 10] and viabilities [100, 50, 10].

The estimated IC50 is 1.

The engine supports metabolic assays (like MTT) and membrane integrity assays (like Trypan Blue).

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