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Fundamental Math MCP Server for WindsurfGive Windsurf instant access to 5 tools to Calculate Factorial, Calculate Percentage, Calculate Power, and more

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Windsurf brings agentic AI coding to a purpose-built IDE. Connect Fundamental Math through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.

Ask AI about this MCP Server for Windsurf

The Fundamental Math MCP Server for Windsurf is a standout in the Developer Tools category — giving your AI agent 5 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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Classic Setup·json
{
  "mcpServers": {
    "fundamental-math": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
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About Fundamental Math MCP Server

Large Language Models are brilliant at reasoning, but they notoriously hallucinate when performing exact mathematics. The Fundamental Math MCP Server solves this by providing your autonomous agents with a deterministic, zero-latency computational engine.

Windsurf's Cascade agent chains multiple Fundamental Math tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 5 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

The Superpowers

  • Zero Hallucinations: Guarantees 100% mathematical accuracy for critical workflows like finance and statistics.
  • Privacy First (Local): Executes purely in local JavaScript. No API calls, no data leaves your secure enclave.
  • The Classic Rule of Three: Easily solve proportional problems (if A is to B, then C is to X) without complex prompting.
  • Essential Toolkit: Built-in tools for percentages, square roots, exponential powers, and factorials.
Stop relying on probabilistic models for exact numbers. Equip your agent with a real calculator.

The Fundamental Math MCP Server exposes 5 tools through the Vinkius. Connect it to Windsurf in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 5 Fundamental Math tools available for Windsurf

When Windsurf connects to Fundamental Math through Vinkius, your AI agent gets direct access to every tool listed below — spanning deterministic-math, computation, precision-engine, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

calculate

Calculate factorial on Fundamental Math

Calculates the factorial of a non-negative integer

calculate

Calculate percentage on Fundamental Math

Calculates the percentage of a given total value

calculate

Calculate power on Fundamental Math

Calculates the base raised to the exponent power

calculate

Calculate rule of three on Fundamental Math

Solves a simple rule of three (proportionality)

calculate

Calculate square root on Fundamental Math

Calculates the square root of a given number

Connect Fundamental Math to Windsurf via MCP

Follow these steps to wire Fundamental Math into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
02

Add the server

Paste the JSON configuration above into mcp_config.json
03

Save and reload

Windsurf will detect the new server automatically
04

Start using Fundamental Math

Open Cascade and ask: "Using Fundamental Math, help me...". 5 tools available

Why Use Windsurf with the Fundamental Math MCP Server

Windsurf provides unique advantages when paired with Fundamental Math through the Model Context Protocol.

01

Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

02

Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

03

JSON-based configuration means zero code changes: paste a URL, reload, and all 5 tools are immediately available

04

Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts

Fundamental Math + Windsurf Use Cases

Practical scenarios where Windsurf combined with the Fundamental Math MCP Server delivers measurable value.

01

Automated code generation: ask Cascade to fetch data from Fundamental Math and generate models, types, or handlers based on real API responses

02

Live debugging: query Fundamental Math tools mid-session to inspect production data while debugging without leaving the editor

03

Documentation generation: pull schema information from Fundamental Math and have Cascade generate comprehensive API docs automatically

04

Rapid prototyping: combine Fundamental Math data with Cascade's code generation to scaffold entire features in minutes

Example Prompts for Fundamental Math in Windsurf

Ready-to-use prompts you can give your Windsurf agent to start working with Fundamental Math immediately.

01

"I have a total budget of 4500 and I want to allocate 17.5% to marketing. Calculate the exact value."

02

"If an ad campaign generated 120 leads with a $500 investment, how many leads can I expect with a $2500 investment?"

03

"Calculate the factorial of 12 for my probability distribution script."

Troubleshooting Fundamental Math MCP Server with Windsurf

Common issues when connecting Fundamental Math to Windsurf through Vinkius, and how to resolve them.

01

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

Fundamental Math + Windsurf FAQ

Common questions about integrating Fundamental Math MCP Server with Windsurf.

01

How does Windsurf discover MCP tools?

Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.
02

Can Cascade chain multiple MCP tool calls?

Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
03

Does Windsurf support multiple MCP servers?

Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.

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