Gradescope MCP Server

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.

→ Yuanpeng-Li/gradescope-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: GRADESCOPE_PASSWORD

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configGRADESCOPE_EMAIL— Credentials come from and GRADESCOPE_PASSWORD

🔐 secretGRADESCOPE_PASSWORD— Credentials come from GRADESCOPE_EMAIL and

configXDG_CACHE_HOME

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/yuanpeng-li-gradescope-mcp-8538c0)](https://m8ven.ai/mcp/yuanpeng-li-gradescope-mcp-8538c0)

commit: 1e9743be7de62b14f9a6ddc843e2789ba6eb6d6e

code hash: 1c7db4b041a24f4e8384a13ad55aa7a222b083efbf6f6e2282d2b7d788f1d642

verified: 6/16/2026, 12:03:18 PM

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