How do I find my GPTZero API Key?

Log in to your GPTZero dashboard, navigate to the **API** section, and copy your unique identifier.

What do the perplexity and burstiness scores indicate?

Perplexity measures randomness; low scores suggest predictability (likely AI). Burstiness measures structural variation; low variation is typical in AI-generated content.

Can I provide feedback if a result is incorrect?

Yes! Use the `submit_prediction_feedback` tool to provide the correct classification, which helps improve GPTZero's detection model.

INSTANT PLUG AND PLAY

GPTZero MCP Server for WindsurfGive Windsurf instant access to 8 tools to Check Api Health, Detect Ai In Text, Get Api Quotas, and more

Name: GPTZero
Availability: InStock
Author: Vinkius

Built by Vinkius GDPR 8 Tools IDE

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

Use with Your AI Agent

Ask AI about this App Connector for Windsurf

Open in ChatGPT Open in Claude Open in Perplexity

The GPTZero app connector for Windsurf is a standout in the Artificial Intelligence category — giving your AI agent 8 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install GPTZero and 3,400+ MCP Servers from a single visual interface.

Download Free Open SourceNo signup required

Classic Setup·json

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

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

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 GPTZero MCP Server

Connect your GPTZero account to any AI agent and take full control of your content authenticity and AI detection workflows through natural conversation.

Windsurf's Cascade agent chains multiple GPTZero tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 8 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

What you can do

Detection Orchestration — Analyze raw text strings programmatically to determine the probability of AI involvement (ChatGPT, Claude, Gemini) with deep technical metrics
Advanced Metrics — Retrieve perplexity and burstiness scores to gain high-fidelity insights into text variation and structural randomness
Feedback Integration — Submit classification feedback directly through your agent to help improve detection accuracy and future predictions
Account Visibility — Monitor API quotas, remaining character limits, and model versions to ensure uninterrupted detection operations
Interpretation Intelligence — Access the GPTZero interpretation guide programmatically to understand and explain detection results to stakeholders

The GPTZero MCP Server exposes 8 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 GPTZero tools available for Windsurf

When Windsurf connects to GPTZero through Vinkius, your AI agent gets direct access to every tool listed below — spanning ai-detection, content-authenticity, academic-integrity, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

check_api_health

Verify API connectivity and health

detect_ai_in_text

Analyze text for AI generation

get_api_quotas

Check remaining API credits

get_current_user

Get authenticated user profile

get_interpretation_guide

Retrieve guide for results interpretation

get_usage_policy

Retrieve API usage and rate limit policies

list_available_models

List supported model versions

submit_prediction_feedback

Provide feedback on a prediction

Connect GPTZero to Windsurf via MCP

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

Open Cascade and ask: "Using GPTZero, help me...". 8 tools available

Why Use Windsurf with the GPTZero MCP Server

Windsurf provides unique advantages when paired with GPTZero 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 8 tools are immediately available

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

GPTZero + Windsurf Use Cases

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

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

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

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

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

Example Prompts for GPTZero in Windsurf

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

"Analyze this text for AI generation: [insert text]."

"How many API credits do I have left in GPTZero?"

"Show me the guide on how to interpret perplexity scores."

Troubleshooting GPTZero MCP Server with Windsurf

Common issues when connecting GPTZero to Windsurf through the Vinkius, and how to resolve them.

Server not connecting

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

GPTZero + Windsurf FAQ

Common questions about integrating GPTZero 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.