Download PDFMarkdown Version
ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Protein Stability Predictor with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict protein thermal stability, aggregation risk, and shelf life.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Protein Stability Predictor capability set.

These are the exact actions your AI can choose when you ask it to work with Protein Stability Predictor.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Protein Stability Predictor.

  1. 01

    Estimate shelf life

    Predicts how long a protein remains stable under specific storage conditions

  2. 02

    Evaluate formulation impact

    Compares how different buffer compositions affect the protein's stability

  3. 03

    Predict thermal stability

    Determines the temperature at which a protein undergoes significant unfolding

  4. 04

    Calculate aggregation risk

    Evaluates the likelihood of the protein forming insoluble aggregates

Observed, not estimated

818ms average. Fast in production.

Protein Stability Predictor is checked daily against the live service.

Daily averagePeak 1278ms
Aug 29Today
Fastest day
797ms
Slowest day
1278ms
14-day trend
Improving-38%

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 Protein Stability Predictor, so you can see the experience inside your AI.

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

Protein Stability Predictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_YRqdZewqSqYslka3gJgWuPQD3Xbsgu9SzOAlJy3e/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 — Protein Stability Predictor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "protein-stability-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_YRqdZewqSqYslka3gJgWuPQD3Xbsgu9SzOAlJy3e/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

FAQ

Questions Protein Stability Predictor owners ask.

  • 01

    How accurate are the stability predictions?

    Predictions are based on advanced thermodynamic models and protein-specific constants, providing a high-confidence estimate for Tm and aggregation risk.

  • 02

    Can I include additives in the stability calculation?

    Yes, you can include chemical additives in predict_thermal_stability and estimate_shelf_life to account for their stabilizing or destabilizing effects.

  • 03

    How do I connect this to my AI client?

    You can connect via Vinkius Edge using your personal Connection Token. It is compatible with Cursor, VS Code, Claude Desktop, and Windsurf.

Explore

More in Science

Suggestions