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Connect Cell Culture Media Designer 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. Build precise media formulations for specific cell lines.

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 Cell Culture Media Design.

  1. 01

    Calculate nutrient concentrations

    This capability determines the exact mass and volume concentrations required to meet a specific growth profile.

  2. 02

    Calculate osmolarity

    Use this to evaluate the total osmotic pressure of any proposed nutrient formulation.

  3. 03

    Design buffer system

    This capability generates a pH regulation strategy to keep your medium stable.

  4. 04

    Get cell requirement profiles

    This capability retrieves standard nutrient and metabolic needs for specific cell types.

Real work

What teams actually run

01

Media Scale-up

Your agent calculates the exact mass of nutrients needed when moving from lab scale to a 10L or larger bioreactor.

02

Formulation Verification

Check if a new batch of nutrients will cause osmotic stress to your cells.

03

Buffer Optimization

Design a stable pH regulation strategy for a specific medium formulation.

04

New Cell Line Setup

Quickly retrieve the metabolic and nutrient needs for a specific cell type to start designing media.

One connector, every AI

Cell Culture Media Design 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 Cell Culture Media Design 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

907ms average. Fast in production.

Cell Culture Media Design is checked daily against the live service.

Daily averagePeak 1113ms
Oct 3Today
Fastest day
751ms
Slowest day
1113ms
14-day trend
Stable+2%

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 Cell Culture Media Design, so you can see the experience inside your AI.

It does not authenticate your account with Cell Culture Media Design. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Cell Culture Media Design Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rfjgsqMSH8ftRevnHuZuhMs5qE7PRqMKWJRAvLqj/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 — Cell Culture Media Design capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cell-culture-media-designer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rfjgsqMSH8ftRevnHuZuhMs5qE7PRqMKWJRAvLqj/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 Cell Culture Media Design in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Cell Culture Media Design owners hand off.

Bioprocess engineers and researchers use this MCP to automate the math behind media formulation.

  • 01

    Bioprocess Engineer

    Hands off scale-up calculations and nutrient concentration math to the agent.

  • 02

    Cell Biologist

    Uses the agent to quickly find metabolic requirements for new cell lines.

  • 03

    Media Developer

    Delegates buffer design and osmolarity verification to the agent.

FAQ

Questions Cell Culture Media Design owners ask.

  • 01

    What kind of media can I design?

    This MCP supports both Serum-Free and Chemically Defined media designs for various cell lines.

  • 02

    Can I use this with Claude or Cursor?

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

  • 03

    How does it handle pH stability?

    The agent uses the design_buffer_system capability to generate a pH regulation strategy for your medium.

  • 04

    Does it calculate for different scales?

    Yes, the calculate_nutrient_concentrations capability determines the precise mass and volume needed for your specific scale.

  • 05

    Where does the cell data come from?

    The agent uses the get_cell_requirement_profiles capability to pull standard nutrient and metabolic needs for specific cell types.

  • 06

    What cell types are supported?

    The capability supports standard industrial and research cell lines, such as CHO-K1 and HEK293, through the get_cell_requirement_profiles capability.

  • 07

    Can I design chemically defined media?

    Yes, you can specify 'Chemically Defined' as the media type in calculate_nutrient_concentrations to ensure all components are characterized.

  • 08

    How is pH stability managed?

    You can use design_buffer_system to generate a regulation strategy, accounting for metabolic acids like lactate and whether the system is atmospheric or CO2-dependent.

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