# Gradescope MCP Server

> Use this tool when you need to streamline course management and grading workflows, or automate interactions with Gradescope for efficient assignment management and grading. It solves problems related to manual grading, regrade reviews, and rubric management, providing instructors and TAs with a seamless interface for individual or batch grading. The tool accepts inputs such as assignment submissions and grading criteria, and outputs graded assignments and feedback.

Canonical page: https://skillsregistry.net/skills/yuanpeng-li-gradescope-mcp  
JSON: https://api.skillsregistry.net/v1/skills/yuanpeng-li-gradescope-mcp

## Description

An MCP server that enables AI assistants to interact with Gradescope for course management, grading workflows, and regrade reviews. It provides instructors and TAs with tools for assignment management, individual or batch grading, and rubric manipulation.

## Trust

- **Trust score (0–1):** 0.93
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/v4wrnu87ul)
- **Repository:** <https://github.com/Yuanpeng-Li/gradescope-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": "yuanpeng-li-gradescope-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/yuanpeng-li-gradescope-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/yuanpeng-li-gradescope-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