How do I use this MCP with Claude?

You connect your Claude client to Vinkius once. After that, you can simply give your protein data to Claude and it will use the capabilities automatically.

Can this MCP perform background correction?

Yes, the analyze_band_densities capability specifically handles removing background noise from your raw band intensities.

Does it handle statistical testing?

Yes, the evaluate_statistical_significance capability determines if the differences between your groups are statistically meaningful.

Do I need to host the MCP myself?

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

Can it normalize data against loading controls?

Yes, the normalize_protein_expression capability is designed to adjust target protein levels based on your loading controls.

How do I correct for background noise in my blots?

You can use the analyze_band_densities capability. Provide the raw intensities and the background intensities for each band to get the corrected values.

How can I account for unequal protein loading?

Use the normalize_protein_expression capability. By providing both your target protein data and your loading control data (like GAPDH or Actin), the capability calculates relative expression.

Can I compare multiple experimental groups?

Yes. You can use calculate_fold_change to see the magnitude of change relative to a control, and evaluate_statistical_significance to check if those differences are statistically meaningful.

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Connect Western Blot Quantification to ChatGPT and Claude

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 band intensities into validated biological data.

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 Western Blot Quantification.

01
Evaluate statistical significance
This capability assesses whether the differences you see between experimental groups are statistically meaningful.
02
Calculate fold change
This capability determines the exact magnitude of change in protein expression between your experimental groups.
03
Normalize protein expression
Use this to adjust your target protein levels based on your loading controls.
04
Analyze band densities
This capability calculates the corrected intensity of protein bands by stripping away background noise.

Real work

What teams actually run

Quantifying Protein Shifts

Your agent calculates how much a protein's expression increased or decreased after a treatment.

Loading Control Correction

The AI uses loading control data to ensure target protein measurements are accurate.

Statistical Group Comparison

Compare multiple experimental groups to see if the observed protein changes are significant.

Rapid Data Cleaning

Use the agent to strip background noise from raw band intensity measurements.

One connector, every AI

Western Blot Quantification 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 Western Blot Quantification 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

940ms average. Fast in production.

Western Blot Quantification is checked daily against the live service.

Daily averagePeak 1162ms

Oct 3Today

Fastest day: 726ms
Slowest day: 1162ms
14-day trend: Slowing+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 Western Blot Quantification, so you can see the experience inside your AI.

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

Western Blot Quantification Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4KOvUoSKEHEuudlzLKG9xTF08mY0jXNg52L2l3PM/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 — Western Blot Quantification capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "western-blot-quantification-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4KOvUoSKEHEuudlzLKG9xTF08mY0jXNg52L2l3PM/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 Western Blot Quantification in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Western Blot Quantification owners hand off.

This MCP is built for researchers who need to move from blot images to statistical results without manual math.

01
Molecular Biologists
Hand off raw densitometry data to the AI for rapid normalization.
02
Biomedical Researchers
Use the agent to quickly calculate fold changes across multiple experimental conditions.
03
Lab Technicians
Let the AI handle the statistical significance testing for experimental groups.

FAQ

Questions Western Blot Quantification owners ask.

01
How do I use this MCP with Claude?
You connect your Claude client to Vinkius once. After that, you can simply give your protein data to Claude and it will use the capabilities automatically.
02
Can this MCP perform background correction?
Yes, the analyze_band_densities capability specifically handles removing background noise from your raw band intensities.
03
Does it handle statistical testing?
Yes, the evaluate_statistical_significance capability determines if the differences between your groups are statistically meaningful.
04
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
05
Can it normalize data against loading controls?
Yes, the normalize_protein_expression capability is designed to adjust target protein levels based on your loading controls.
06
How do I correct for background noise in my blots?
You can use the analyze_band_densities capability. Provide the raw intensities and the background intensities for each band to get the corrected values.
07
How can I account for unequal protein loading?
Use the normalize_protein_expression capability. By providing both your target protein data and your loading control data (like GAPDH or Actin), the capability calculates relative expression.
08
Can I compare multiple experimental groups?
Yes. You can use calculate_fold_change to see the magnitude of change relative to a control, and evaluate_statistical_significance to check if those differences are statistically meaningful.

Explore

More in Data Analysis

Connect Western Blot Quantification 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

Evaluate statistical significance

Calculate fold change

Normalize protein expression

Analyze band densities

What teams actually run

Quantifying Protein Shifts

Loading Control Correction

Statistical Group Comparison

Rapid Data Cleaning

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

Western Blot Quantification Connector

Claude Desktop

Molecular Biologists

Biomedical Researchers

Lab Technicians

How do I use this MCP with Claude?

Can this MCP perform background correction?

Does it handle statistical testing?

Do I need to host the MCP myself?

Can it normalize data against loading controls?

How do I correct for background noise in my blots?

How can I account for unequal protein loading?

Can I compare multiple experimental groups?

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