What kind of circuits can this MCP model?

The MCP can fit data to specific topologies including Randles and SimpleRC models.

Can I use this with Claude or Cursor?

Yes, you can use this MCP with any MCP-compatible client like Claude, Cursor, or Windsurf.

What physical parameters can be extracted?

The capabilities allow you to extract charge transfer resistance, double layer capacitance, and diffusion coefficients.

How do I get data for a Nyquist plot?

You can use the get_nyquist_coordinates capability to transform your impedance data into real and imaginary coordinates.

Does this MCP require me to host anything?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.

What kind of circuit models can I fit?

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

How do I generate a Nyquist plot?

Use the get_nyquist_coordinates capability to transform your impedance data into the X and Y coordinates required for plotting.

Can I calculate diffusion coefficients?

Yes, the calculate_diffusion_coefficient capability estimates diffusion-related parameters using the Warburg coefficient and electrode information.

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Connect Impedance Spectroscopy Analysis to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn raw electrochemical data into physical parameters.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Impedance Spectroscopy Analysis.

01
Calculate diffusion coefficient
This capability calculates diffusion-related values from your electrochemical data. It helps your agent estimate how particles move within your system.
02
Fit equivalent circuit
This capability performs equivalent circuit modeling on your datasets. You can use it to fit data to specific topologies like Randles or SimpleRC.
03
Get bode characteristics
This capability extracts frequency response data. It allows your agent to analyze magnitude and phase angle characteristics.
04
Get nyquist coordinates
This capability transforms complex impedance data into coordinates. It provides the real and imaginary parts needed for Nyquist plots.

Real work

What teams actually run

Battery Characterization

Analyze the internal resistance and capacitance of battery electrodes using equivalent circuit models.

Corrosion Studies

Use Nyquist coordinates and resistance values to evaluate coating performance.

Sensor Development

Monitor changes in electrochemical response to detect specific analytes.

Kinetic Analysis

Calculate diffusion coefficients to understand mass transport in a system.

One connector, every AI

Impedance Spectroscopy Analysis works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Impedance Spectroscopy Analysis to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

867ms average. Fast in production.

Impedance Spectroscopy Analysis is checked daily against the live service.

Daily averagePeak 1147ms

Oct 3Today

Fastest day: 678ms
Slowest day: 1147ms
14-day trend: Improving-11%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Impedance Spectroscopy Analysis, so you can see the experience inside your AI.

It does not authenticate your account with Impedance Spectroscopy Analysis. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Impedance Spectroscopy Analysis Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_TJmZThLdEipyx7LZUjhJoqt1zpbHbyjMkCVHQcSP/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Impedance Spectroscopy Analysis capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "impedance-spectroscopy-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_TJmZThLdEipyx7LZUjhJoqt1zpbHbyjMkCVHQcSP/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Impedance Spectroscopy Analysis in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Impedance Spectroscopy Analysis owners hand off.

This MCP is built for researchers and engineers working with electrochemical systems.

01
Electrochemists
They hand off raw EIS datasets to the agent to automate parameter extraction.
02
Battery Researchers
They use the capability to model impedance behavior in battery cells.
03
Materials Scientists
They rely on the agent to analyze surface properties and diffusion kinetics.

FAQ

Questions Impedance Spectroscopy Analysis owners ask.

01
What kind of circuits can this MCP model?
The MCP can fit data to specific topologies including Randles and SimpleRC models.
02
Can I use this with Claude or Cursor?
Yes, you can use this MCP with any MCP-compatible client like Claude, Cursor, or Windsurf.
03
What physical parameters can be extracted?
The capabilities allow you to extract charge transfer resistance, double layer capacitance, and diffusion coefficients.
04
How do I get data for a Nyquist plot?
You can use the get_nyquist_coordinates capability to transform your impedance data into real and imaginary coordinates.
05
Does this MCP require me to host anything?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
06
What kind of circuit models can I fit?
You can fit data to models such as Randles or SimpleRC using the fit_equivalent_circuit capability.
07
How do I generate a Nyquist plot?
Use the get_nyquist_coordinates capability to transform your impedance data into the X and Y coordinates required for plotting.
08
Can I calculate diffusion coefficients?
Yes, the calculate_diffusion_coefficient capability estimates diffusion-related parameters using the Warburg coefficient and electrode information.

Explore

More in Science

Connect Impedance Spectroscopy Analysis to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate diffusion coefficient

Fit equivalent circuit

Get bode characteristics

Get nyquist coordinates

What teams actually run

Battery Characterization

Corrosion Studies

Sensor Development

Kinetic Analysis

Building your own app? The connector is yours to use.

Impedance Spectroscopy Analysis Connector

Claude Desktop

Electrochemists

Battery Researchers

Materials Scientists

What kind of circuits can this MCP model?

Can I use this with Claude or Cursor?

What physical parameters can be extracted?

How do I get data for a Nyquist plot?

Does this MCP require me to host anything?

What kind of circuit models can I fit?

How do I generate a Nyquist plot?

Can I calculate diffusion coefficients?

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