MCP For Claude Marketplace
Impedance Spectroscopy Analysis

Impedance Spectroscopy Analysis MCP Connector for Claude

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Analyze electrochemical impedance spectroscopy (EIS) data and extract physical parameters.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides specialized tools for electrochemical impedance spectroscopy (EIS) data processing. It allows AI agents to perform equivalent circuit modeling to extract critical physical parameters such as charge transfer resistance and double layer capacitance. Users can transform complex impedance data into coordinates for Nyquist plots using get_nyquist_coordinates, analyze frequency responses with get_bode_characteristics, fit data to specific topologies like Randles or SimpleRC via fit_equivalent_circuit, and estimate diffusion-related values with calculate_diffusion_coefficient.

electrochemistryimpedancemodelingphysicsspectroscopy

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

calculate_diffusion_coefficient

fit_equivalent_circuit

get_bode_characteristics

get_nyquist_coordinates

See how to talk to your AI agent using Impedance Spectroscopy Analysis.

Can you fit this impedance data to a Randles circuit model?

The Randles model fit is complete. The charge transfer resistance (Rct) is 15.4 ohms and the double layer capacitance (Cdl) is 2.1 microfarads.

Give me the Nyquist coordinates for this dataset.

The coordinates have been generated. The real parts range from 0.5 to 50.0 ohms and the negative imaginary parts range from 0.0 to 25.0 ohms.

What are the Bode characteristics for this frequency range?

The analysis shows a magnitude of 100 ohms at 1 Hz with a phase angle of -45 degrees.

You can fit data to models such as Randles or SimpleRC using the `fit_equivalent_circuit` tool.

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