Bring Ai Detection
to Windsurf
Learn how to connect GPTZero to Windsurf and start using 8 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the 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.
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
How it works
1. Subscribe to this server
2. Retrieve your API Key from the GPTZero Dashboard (API section)
3. Start verifying content authenticity from Claude, Cursor, or any MCP client
No more manual copy-pasting into web detectors. Your AI acts as your dedicated academic integrity and content authenticity auditor.
Who is this for?
- Educators & Academics — instantly verify student submissions and maintain academic integrity using natural language queries
- Content Editors — ensure original, human-written content for blogs and marketing materials without leaving your workspace
- Compliance Officers — detect automated content in sensitive legal or regulatory documentation through automated scans
Built-in capabilities (8)
Verify API connectivity and health
Analyze text for AI generation
Check remaining API credits
Get authenticated user profile
Retrieve guide for results interpretation
Retrieve API usage and rate limit policies
List supported model versions
Provide feedback on a prediction
Why Windsurf?
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.
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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 8 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
GPTZero in Windsurf
GPTZero and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect GPTZero 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 | 3,400+ 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 GPTZero in Windsurf
The GPTZero 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 8 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
GPTZero for Windsurf
Every tool call from Windsurf to the GPTZero MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
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.
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.
Server not connecting
Check Settings → MCP for the server status. Try toggling it off and on.