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Connect Flow Cytometry Analysis 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. Automate complex fluorescence data processing and cell population metrics.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Flow Cytometry Analysis.

  1. 01

    Evaluate isotype background

    Use this to determine non-specific binding levels and establish a baseline for true fluorescence.

  2. 02

    Analyze populations

    This capability calculates the percentage and statistical metrics for your defined cell populations.

  3. 03

    Apply compensation

    This capability adjusts fluorescence data to correct for spectral overlap between different fluorophores.

  4. 04

    Get population statistics

    Get detailed distribution metrics for any specific gated subset you are studying.

Real work

What teams actually run

01

Immunological Profiling

Your agent calculates the exact percentage of specific T-cell populations in a sample.

02

Data Cleaning

The AI applies compensation to raw fluorescence data to fix spectral overlap.

03

Control Validation

The agent compares target signals against isotype controls to confirm specificity.

04

Statistical Reporting

Your agent generates detailed distribution metrics for specific gated subsets.

One connector, every AI

Flow Cytometry 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Flow Cytometry 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

897ms average. Fast in production.

Flow Cytometry Analysis is checked daily against the live service.

Daily averagePeak 1223ms
Oct 3Today
Fastest day
697ms
Slowest day
1223ms
14-day trend
Slowing+32%

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 Flow Cytometry Analysis, so you can see the experience inside your AI.

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

Flow Cytometry Analysis Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_iwoEZmYtIHi9P7B3D2lrnvWwZURvhk2WfMQh9ZIO/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Flow Cytometry Analysis capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "flow-cytometry-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_iwoEZmYtIHi9P7B3D2lrnvWwZURvhk2WfMQh9ZIO/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 Flow Cytometry Analysis in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Flow Cytometry Analysis owners hand off.

This MCP is built for researchers working with fluorescence-based biological data who want to automate their analysis pipelines.

  • 01

    Immunologists

    Hand off population quantification and isotype background checks to the agent.

  • 02

    Biotechnologists

    Use the agent to process large datasets and apply spectral compensation.

  • 03

    Data Scientists

    Delegate statistical distribution calculations for gated subsets to the AI.

FAQ

Questions Flow Cytometry Analysis owners ask.

  • 01

    What kind of data does this MCP process?

    This MCP processes fluorescence-based flow cytometry data, including population metrics and spectral information.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    How does it handle spectral overlap?

    The agent uses the apply_compensation capability to adjust fluorescence data based on your provided matrix.

  • 04

    Does it help with non-specific binding?

    Yes, the evaluate_isotype_background capability determines non-specific binding to establish a baseline.

  • 05

    What metrics can the agent calculate?

    The agent can calculate cell population percentages, MFI, and detailed distribution statistics for gated subsets.

  • 06

    How can I correct spectral overlap in my data?

    You can use the apply_compensation capability by providing your raw fluorescence measurements and a valid compensation matrix.

  • 07

    Can I calculate the percentage of a specific cell population?

    Yes, the analyze_populations capability calculates the percentage and statistical metrics for all defined gates in your gating strategy.

  • 08

    How do I check for non-specific antibody binding?

    Use the evaluate_isotype_background capability to compare your target data against isotype control data to establish a baseline.

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