Deterministic EdTech Quiz Scorer MCP Server for WindsurfGive Windsurf instant access to 1 tools to Score Quiz
GDPR Free for SubscribersWindsurf brings agentic AI coding to a purpose-built IDE. Connect Deterministic EdTech Quiz Scorer through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
Ask AI about this MCP Server for Windsurf
The Deterministic EdTech Quiz Scorer MCP Server for Windsurf is a standout in the Productivity 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
Gemini{
"mcpServers": {
"deterministic-edtech-quiz-scorer": {
"url": "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 Deterministic EdTech Quiz Scorer 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 Deterministic EdTech Quiz Scorer MCP Server
Building custom assessment pipelines usually involves writing bloated scripts to compare arrays, calculate weighted averages, and isolate category weaknesses. The EdTech Quiz Scorer MCP solves this by offloading the entire grading pipeline to a hyper-optimized V8 algorithmic engine.
Windsurf's Cascade agent chains multiple Deterministic EdTech Quiz Scorer tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 1 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
The Superpowers
- Granular Category Analytics: It doesn't just give a final score. It breaks down the exam by
category(e.g., 'Math', 'Science'), revealing exactly where the student's weaknesses lie. - Weighted Scoring Framework: Supports dynamic weighting. A difficult question can be worth 5 points while a true/false is worth 1 point. The engine perfectly calculates the max possible score and percentage.
- Speed & Time Tracking: Ingests the total time taken and automatically derives the
averageTimePerQuestionSeconds, a critical metric for standardized test preparation. - Zero-Dependency Architecture: Pure JS runtime execution guarantees absolute microsecond speed without any massive external EdTech NPM dependencies. Perfect for real-time agentic evaluation workflows.
The Deterministic EdTech Quiz Scorer MCP Server exposes 1 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 1 Deterministic EdTech Quiz Scorer tools available for Windsurf
When Windsurf connects to Deterministic EdTech Quiz Scorer through Vinkius, your AI agent gets direct access to every tool listed below — spanning grading-automation, performance-metrics, weighted-scoring, 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.
Score quiz on Deterministic EdTech Quiz Scorer
You must provide the answerKeyStr and userAnswersStr as stringified JSON arrays. Optionally provide totalTimeSeconds to calculate time metrics. Automatically cross-references a user's quiz answers against a weighted answer key, generating granular EdTech performance metrics and categorical accuracy percentages
Connect Deterministic EdTech Quiz Scorer to Windsurf via MCP
Follow these steps to wire Deterministic EdTech Quiz Scorer into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Open MCP Settings
Cmd+Shift+P and search "MCP"Add the server
mcp_config.jsonSave and reload
Start using Deterministic EdTech Quiz Scorer
Why Use Windsurf with the Deterministic EdTech Quiz Scorer MCP Server
Windsurf provides unique advantages when paired with Deterministic EdTech Quiz Scorer 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 1 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Deterministic EdTech Quiz Scorer + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Deterministic EdTech Quiz Scorer MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Deterministic EdTech Quiz Scorer and generate models, types, or handlers based on real API responses
Live debugging: query Deterministic EdTech Quiz Scorer tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Deterministic EdTech Quiz Scorer and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Deterministic EdTech Quiz Scorer data with Cascade's code generation to scaffold entire features in minutes
Example Prompts for Deterministic EdTech Quiz Scorer in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Deterministic EdTech Quiz Scorer immediately.
"Score this 10-question Math exam for the student."
"Give me a category breakdown of the student's weaknesses."
"Calculate the average time per question if they finished in 180 seconds."
Troubleshooting Deterministic EdTech Quiz Scorer MCP Server with Windsurf
Common issues when connecting Deterministic EdTech Quiz Scorer to Windsurf through Vinkius, and how to resolve them.
Server not connecting
Deterministic EdTech Quiz Scorer + Windsurf FAQ
Common questions about integrating Deterministic EdTech Quiz Scorer MCP Server with Windsurf.
How does Windsurf discover MCP tools?
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?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Explore More MCP Servers
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