How to Use the Deterministic EdTech Quiz Scorer MCP in Claude Code

Grade thousands of JSON test submissions from your terminal using Claude Code.

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Connect Deterministic EdTech Quiz Scorer MCP to Claude Code

Create your Vinkius account to connect Deterministic EdTech Quiz Scorer to Claude Code and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Deterministic EdTech Quiz Scorer with Claude Code

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Claude

Perplexity

Headless Array Processing

The `score_quiz` tool accepts stringified JSON arrays for answer keys and user submissions, returning hard point totals and categorical metrics. Claude Code pipes your raw database exports directly into this tool from the command line. You run a single command to evaluate an entire batch of tests. The CLI reads the files, sends the payloads, and outputs the final grades to your terminal or writes them to a new file.

Headless MCP Server Pipelines

This MCP Server operates entirely headlessly, making it perfect for CI/CD pipelines. You trigger a GitHub Action that uses the server to score assessments the moment a student submits their work. Include the optional time variable in your payload to track how long students spend on each section. The server calculates the pacing metrics, and you can pipe that output directly into your analytics database.

Cron Job Integration

Subjectivity ruins academic integrity. You define the rules in your JSON key, and the server applies them with zero deviation or guesswork. You set this up as a cron job. Every night, the CLI grabs the day's ungraded tests, processes them through the tool, and updates your records before you wake up.

Setup guide

Set up Deterministic EdTech Quiz Scorer MCP in Claude Code

Prerequisites

Claude Code CLI installed (npm install -g @anthropic-ai/claude-code)
Active Vinkius subscription with a valid endpoint token

1

Run the add command

Open your terminal and run the command shown on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com. Use --scope user to make it available across all projects.
2

Verify the connection

Start a Claude Code session and type /mcp to list connected servers. You should see deterministic-edtech-quiz-scorer-mcp with a green status indicator.
3

Start using tools

Ask Claude Code something like "Check my latest Deterministic EdTech Quiz Scorer transactions." It will automatically discover and invoke the available Deterministic EdTech Quiz Scorer tools.

Terminal

claude mcp add --transport http deterministic-edtech-quiz-scorer-mcp https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

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Prerequisites

Claude Code CLI installed
Active Vinkius subscription with a valid endpoint token

1

Open the config file

Create or edit .mcp.json in your project root for project-level scope, or ~/.claude.json for user-level scope.
2

Add the Deterministic EdTech Quiz Scorer MCP

Paste the JSON snippet shown on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Restart Claude Code

Start a new Claude Code session. Type /mcp to confirm the server is connected. The tools will be automatically available in your conversation.

.mcp.json

{
  "mcpServers": {
    "deterministic-edtech-quiz-scorer-mcp": {
      "type": "url",
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

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Common questions about Deterministic EdTech Quiz Scorer MCP in Claude Code

Run the add command with your transport flag and URL. Make sure you put all flags before the server name.

Yes. You can write a bash script that triggers the CLI to evaluate specific files and output the results to standard out.

Yes. You define the point weights inside your JSON answer key array. The tool calculates the final score based on those exact values.

The tool evaluates the stringified arrays in milliseconds. The total time depends on your network latency and how many files the CLI is processing.

The server requires no authentication to your database and only sees the raw JSON arrays of answers. Everything runs in a zero-trust environment that drops the data the second the grading finishes.

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