Deterministic EdTech Quiz Scorer MCP Server with 1 Tools for Claude, Cursor, and AI Agents
GDPR Free for SubscribersTransform your AI into a ruthless, high-precision EdTech examiner. Automatically cross-reference quiz answers against weighted keys to generate granular performance metrics instantly. Vinkius routes your AI agents directly to Deterministic EdTech Quiz Scorer through a governed connection. 1 tools ready to use with Claude, ChatGPT, Cursor, or any AI agent — no hosting, no setup, connect in 30 seconds.
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Compatible with every major AI agent and IDE
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What is the quiz-scorer MCP Server?
The quiz-scorer MCP Server routes AI agents like Claude, ChatGPT, and Cursor directly to quiz-scorer via 1 tools. Transform your AI into a ruthless, high-precision EdTech examiner. Automatically cross-reference quiz answers against weighted keys to generate granular performance metrics instantly. Powered by Vinkius — your credentials stay on your side of the connection, every request is auditable. Connect in under 2 minutes.
Built-in capabilities (1)
Tools for your AI Agents to operate quiz-scorer
Ask your AI agent "Score this 10-question Math exam for the student." and get the answer without opening a single dashboard. With 1 tools connected to real quiz-scorer data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by Vinkius — your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you the infrastructure to connect your AI agents to thousands of MCP servers — and deploy your own to the Vinkius Edge. Your credentials stay yours. Your data flows directly between your agent and the API. DLP blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade routing and governance, zero maintenance.
Build your own MCP Server with our secure development framework →The Deterministic EdTech Quiz Scorer App Connector works with every AI agent you already use
…and any MCP-compatible client
Use all 1 Deterministic EdTech Quiz Scorer tools with your AI agents right now
Vinkius routes your AI agents to Deterministic EdTech Quiz Scorer through a governed proxy. Beyond a simple connection, you get full visibility into every action your agents perform, with enterprise-grade security and up to 60% savings on AI costs.
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
What the Deterministic EdTech Quiz Scorer MCP Server unlocks
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.
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.
Frequently asked questions about the Deterministic EdTech Quiz Scorer MCP Server
Why should I use an MCP instead of asking the AI to grade it?
LLMs hallucinate math. If you give an LLM 50 questions, it will often miscount the correct answers, fail to apply fractional weights, or hallucinate the final percentage. This MCP uses deterministic V8 loops, guaranteeing 100% mathematical accuracy.
How does the weighting system work?
In your answerKey JSON array, you can add a weight parameter (e.g., weight: 2.5). The engine automatically tallies the maxPossibleScore and evaluates the user's earned points against it, rather than just doing a flat 1-point-per-question calculation.
Does it track which questions the user got wrong?
Yes. The output payload includes an array called incorrectQuestionIds, which isolates the exact IDs the user failed, allowing your AI to instantly provide targeted tutoring on those specific topics.
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We built the connector to Deterministic EdTech Quiz Scorer. Now put your agents to work. Fully governed.
Vinkius is the AI Gateway with managed hosting. Stop building connectors. Every connection runs inside eight layers of security.
Hosted, sandboxed, and live on AWS. You don't provision anything. You don't maintain anything. You connect.
Every tool call, every token, every response. Logged and auditable. Data flows direct from Deterministic EdTech Quiz Scorer to your agent. Nothing is stored on our side. Ever.
Eight governance layers on every request. Sensitive data redacted before it reaches the model. Kill switch if anything goes sideways. Always on.