ROC AUC Evaluator MCP Server for Claude CodeGive Claude Code instant access to 1 tools to Calculate Roc Auc
Claude Code is Anthropic's agentic CLI for terminal-first development. Add ROC AUC Evaluator as an MCP server in one command and Claude Code will discover every tool at runtime. ideal for automation pipelines, CI/CD integration, and headless workflows via Vinkius.
Ask AI about this MCP Server for Claude Code
The ROC AUC Evaluator MCP Server for Claude Code is a standout in the Developer Tools category — giving your AI agent 1 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
# Your Vinkius token. get it at cloud.vinkius.com
claude mcp add roc-auc-evaluator --transport http "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install ROC AUC Evaluator and 4,000+ MCP Servers from a single visual interface.





* 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 ROC AUC Evaluator MCP Server
The Area Under the Receiver Operating Characteristic Curve (ROC AUC) is a vital metric for evaluating binary classification models. Because it involves sorting probabilities and integrating the area under a curve iteratively, Large Language Models are mathematically incapable of calculating exact AUC scores from raw arrays. The ROC AUC Evaluator offloads this task to local Node.js processes, instantly returning mathematically rigorous AUC metrics using the exact trapezoidal rule.
Claude Code registers ROC AUC Evaluator as an MCP server in a single terminal command. Once connected, Claude Code discovers all 1 tools at runtime and can call them headlessly. ideal for CI/CD pipelines, cron jobs, and automated workflows where ROC AUC Evaluator data drives decisions without human intervention.
The ROC AUC Evaluator MCP Server exposes 1 tools through the Vinkius. Connect it to Claude Code in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 1 ROC AUC Evaluator tools available for Claude Code
When Claude Code connects to ROC AUC Evaluator through Vinkius, your AI agent gets direct access to every tool listed below — spanning binary-classification, model-evaluation, mathematical-computation, 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 roc auc on ROC AUC Evaluator
Calculates the exact Area Under the ROC Curve (AUC) for binary classification
Connect ROC AUC Evaluator to Claude Code via MCP
Follow these steps to wire ROC AUC Evaluator into Claude Code. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install Claude Code
npm install -g @anthropic-ai/claude-code if not already installedAdd the MCP Server
Verify the connection
claude mcp to list connected servers, or type /mcp inside a sessionStart using ROC AUC Evaluator
Why Use Claude Code with the ROC AUC Evaluator MCP Server
Claude Code provides unique advantages when paired with ROC AUC Evaluator through the Model Context Protocol.
Single-command setup: `claude mcp add` registers the server instantly. no config files to edit or applications to restart
Terminal-native workflow means MCP tools integrate seamlessly into shell scripts, CI/CD pipelines, and automated DevOps tasks
Claude Code runs headlessly, enabling unattended batch processing using ROC AUC Evaluator tools in cron jobs or deployment scripts
Built by the same team that created the MCP protocol, ensuring first-class compatibility and the fastest adoption of new protocol features
ROC AUC Evaluator + Claude Code Use Cases
Practical scenarios where Claude Code combined with the ROC AUC Evaluator MCP Server delivers measurable value.
CI/CD integration: embed ROC AUC Evaluator tool calls in your deployment pipeline to validate configurations or fetch secrets before shipping
Headless batch processing: schedule Claude Code to query ROC AUC Evaluator nightly and generate reports without human intervention
Shell scripting: pipe ROC AUC Evaluator outputs into other CLI tools for data transformation, filtering, and aggregation
Infrastructure monitoring: run Claude Code in a cron job to query ROC AUC Evaluator status endpoints and alert on anomalies
Example Prompts for ROC AUC Evaluator in Claude Code
Ready-to-use prompts you can give your Claude Code agent to start working with ROC AUC Evaluator immediately.
"I have true binary outcomes and the predicted probability scores from my model. Calculate the exact ROC AUC score."
"Here are 50 true labels and 50 probabilities. Can you use the ROC evaluator and tell me if my model performs better than random guessing (AUC > 0.5)?"
"I have probability arrays for Model A and Model B for the same actual test set. Find the AUC for both and tell me which one is superior."
Troubleshooting ROC AUC Evaluator MCP Server with Claude Code
Common issues when connecting ROC AUC Evaluator to Claude Code through Vinkius, and how to resolve them.
Command not found: claude
npm install -g @anthropic-ai/claude-codeConnection timeout
ROC AUC Evaluator + Claude Code FAQ
Common questions about integrating ROC AUC Evaluator MCP Server with Claude Code.
How do I add an MCP server to Claude Code?
claude mcp add --transport http "" in your terminal. Claude Code registers the server and discovers all tools immediately.Can Claude Code run MCP tools in headless mode?
How do I list all connected MCP servers?
claude mcp in your terminal to see all registered servers and their status, or type /mcp inside an active Claude Code session.Explore More MCP Servers
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