Homework Grading

v1.0.0Data Science & MLstable

Enables automated grading of student homework images using Qwen3-VL multimodal model, supporting multiple subjects and question types with detailed feedback and batch processing capabilities.

homework-grading-mcpmcpai-integration
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What is Homework Grading?

Homework Grading is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enables automated grading of student homework images using qwen3-vl multimodal model, supporting multiple subjects and question types with detailed feedback and batch processing capabilities.

Enables automated grading of student homework images using Qwen3-VL multimodal model, supporting multiple subjects and question types with detailed feedback and batch processing capabilities.

This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Enables automated grading of student homework images using Q

Use Cases

Automate grading of student homework images using multimodal vision models.
Provide detailed feedback and support batch processing of multiple assignments.
pickstar-2002

Maintainer

LicenseMIT License
Languagetypescript
Versionv1.0.0
UpdatedN/A
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx homework-grading-mcp

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Homework Grading

What is Homework Grading?

Homework Grading is a Model Context Protocol (MCP) server that enables automated grading of student homework images using qwen3-vl multimodal model, supporting multiple subjects and question types with detailed feedback and batch processing capabilities. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Homework Grading?

Follow the installation instructions on the Homework Grading GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with Homework Grading?

Homework Grading works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Homework Grading free to use?

Yes, Homework Grading is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "homework-grading-mcp": { "command": "npx", "args": ["-y", "homework-grading-mcp"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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