Statistics Engine MCP Server for WindsurfGive Windsurf instant access to 5 tools to Calculate Mean, Calculate Median, Calculate Mode, and more

Name: Statistics Engine
Price: 29 USD
Availability: InStock
Rating: 2.2 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

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

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The Statistics Engine MCP Server for Windsurf is a standout in the Data Analytics category — giving your AI agent 5 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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Classic Setup·json

{
  "mcpServers": {
    "statistics-engine": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install Statistics Engine and 4,000+ MCP Servers from a single visual interface.

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Fully ManagedVinkius Servers

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High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

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V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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

About Statistics Engine MCP Server

Large Language Models often struggle with complex statistical aggregations and dataset analysis, leading to subtle analytical errors. The Statistics Engine MCP Server eliminates this risk by equipping your autonomous agents with a highly optimized, local JavaScript computational core.

Windsurf's Cascade agent chains multiple Statistics Engine 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

Flawless Data Analysis: Calculate mean, median, mode, standard deviations, and percentiles with 100% mathematical certainty.
Absolute Data Privacy: Your sensitive business metrics, financial datasets, or user telemetry never leave your local infrastructure. Zero API calls.
Zero Latency Engine: Process data arrays instantaneously within the local environment without network overhead.

Stop trusting LLMs to do math on arrays. Equip your agent with a real, deterministic statistical engine.

The Statistics Engine 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 Statistics Engine tools available for Windsurf

When Windsurf connects to Statistics Engine through Vinkius, your AI agent gets direct access to every tool listed below — spanning statistical-analysis, math-engine, data-processing, 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 mean on Statistics Engine

Calculates the mathematical mean (average) of a dataset

calculate

Calculate median on Statistics Engine

Calculates the median (middle value) of a dataset

calculate

Calculate mode on Statistics Engine

It returns an array of numbers. Calculates the mode (most frequent value) of a dataset

calculate

Calculate percentile on Statistics Engine

Calculates the k-th percentile of a dataset

calculate

Calculate standard deviation on Statistics Engine

Calculates the population standard deviation of a dataset

Connect Statistics Engine to Windsurf via MCP

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

Open MCP Settings

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

Add the server

Paste the JSON configuration above into mcp_config.json

Save and reload

Windsurf will detect the new server automatically

Start using Statistics Engine

Open Cascade and ask: "Using Statistics Engine, help me...". 5 tools available

Why Use Windsurf with the Statistics Engine MCP Server

Windsurf provides unique advantages when paired with Statistics Engine through the Model Context Protocol.

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

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

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

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

Statistics Engine + Windsurf Use Cases

Practical scenarios where Windsurf combined with the Statistics Engine MCP Server delivers measurable value.

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

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

Documentation generation: pull schema information from Statistics Engine and have Cascade generate comprehensive API docs automatically

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

Example Prompts for Statistics Engine in Windsurf

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

"Here is the latency data for our server today. Calculate the 95th percentile (p95): [102, 105, 110, 150, 400, 108, 112]."

"What is the standard deviation for the daily active users this week: [1500, 1520, 1490, 1550, 2100, 1510, 1480]?"

"Identify the mode (most common value) from this array of rating scores: [5, 4, 5, 5, 3, 2, 5, 4, 4]."

Troubleshooting Statistics Engine MCP Server with Windsurf

Common issues when connecting Statistics Engine to Windsurf through Vinkius, and how to resolve them.

Server not connecting

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

Statistics Engine + Windsurf FAQ

Common questions about integrating Statistics Engine MCP Server with Windsurf.

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.