Bring Deterministic Math
to Windsurf
Learn how to connect Fundamental Math to Windsurf and start using 5 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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.
Built-in capabilities (5)
Calculates the factorial of a non-negative integer
Calculates the percentage of a given total value
Calculates the base raised to the exponent power
Solves a simple rule of three (proportionality)
Calculates the square root of a given number
Why Windsurf?
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.
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Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
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Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
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JSON-based configuration means zero code changes: paste a URL, reload, and all 5 tools are immediately available
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Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Fundamental Math in Windsurf
Fundamental Math and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Fundamental Math to Windsurf through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Fundamental Math in Windsurf
The Fundamental Math MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 5 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Windsurf only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Fundamental Math for Windsurf
Every tool call from Windsurf to the Fundamental Math MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Why use this instead of asking the AI to calculate it?
AI models predict the next token; they don't actually compute math. This leads to subtle and dangerous errors in calculations. This MCP forces the AI to use a deterministic JavaScript engine, ensuring absolute precision.
Does this server require an internet connection or an external API?
Absolutely not. It is built entirely on pure, local JavaScript logic. It requires zero configuration, zero API keys, and guarantees that your sensitive data never leaves your infrastructure.
How does the 'Rule of Three' tool work?
The Rule of Three tool solves proportional logic instantly. If you know that 100 units cost $50, you can pass A=100, B=50, and C=250 to find exactly how much 250 units will cost. The agent will handle the correlation automatically.
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.
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.
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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