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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Matrix Math Solver with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Perform precise matrix operations like addition, multiplication, and inversion.

Included with plan

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

Complete set · 5 capabilities

The complete Matrix Math Solver capability set.

These are the exact actions your AI can choose when you ask it to work with Matrix Math Solver.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Matrix Math Solver.

  1. 01

    Subtract matrices

    Both must have the same dimensions. Calculate the difference between two matrices

  2. 02

    Add matrices

    Both must have the same dimensions. Calculate the sum of two matrices

  3. 03

    Calculate determinant

    Find the determinant of a square matrix

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Matrix Math Solver.

  1. 04

    Invert matrix

    Compute the multiplicative inverse of a square, non-singular matrix

  2. 05

    Multiply matrices

    The number of columns in matrixA must match the number of rows in matrixB. Compute the product of two matrices

Observed, not estimated

812ms average. Fast in production.

Matrix Math Solver is checked daily against the live service.

Daily averagePeak 956ms
Aug 21Today
Fastest day
651ms
Slowest day
956ms
14-day trend
Stable-3%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Matrix Math Solver, so you can see the experience inside your AI.

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

Matrix Math Solver Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MluYKWOkHslXh0zUq23MqK6dSUYxMfWmL2zHmSbs/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 — Matrix Math Solver capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "matrix-math-and-linear-algebra-solver-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MluYKWOkHslXh0zUq23MqK6dSUYxMfWmL2zHmSbs/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 Matrix Math Solver owners ask.

  • 01

    Can I calculate the inverse of a matrix?

    Yes, use invert_matrix for square, non-singular matrices.

  • 02

    What happens if dimensions do not match for addition?

    The capability will throw an error if the rows and columns are not identical.

  • 03

    Does it support multiplication of different sized matrices?

    Yes, as long as the number of columns in the first matrix matches the number of rows in the second.

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