# Homework Grading MCP

> Use this tool when you need to automate the grading of student homework images across various subjects and question types. It solves the problem of manual grading by providing detailed feedback and supporting batch processing, saving time and increasing efficiency. The tool takes in homework images as input and outputs graded results with feedback, ideal for educators and instructors looking to streamline their grading process.

Canonical page: https://skillsregistry.net/skills/pickstar-2002-homework-grading-mcp  
JSON: https://api.skillsregistry.net/v1/skills/pickstar-2002-homework-grading-mcp

## Description

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.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** media
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/dk2ifmpugp)
- **Repository:** <https://github.com/pickstar-2002/homework-grading-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "pickstar-2002-homework-grading-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/pickstar-2002-homework-grading-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/pickstar-2002-homework-grading-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt