Homework Grading MCP
Rank #66,569glama/pickstar-2002/homework-grading-mcp
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.
What you can do with Homework Grading MCP
Homework Grading MCP is a Model Context Protocol (MCP) server published by pickstar-2002. It ranks #66,569 of 150,963 active servers on MCP Toplist, and its repository has 2 GitHub stars. Homework Grading MCP is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Dec 4, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Homework Grading MCP can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Homework Grading MCP
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Homework Grading MCP and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
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No task-specific alternatives are catalogued for Homework Grading MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Dec 4, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain Homework Grading MCP? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 84,394 of 150,963 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fpickstar-2002%2Fhomework-grading-mcp)<a href="https://mcptoplist.com/server/glama%2Fpickstar-2002%2Fhomework-grading-mcp"><img src="https://mcptoplist.com/badge/glama%2Fpickstar-2002%2Fhomework-grading-mcp.svg" alt="MCP Toplist: Top 50% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Homework Grading MCP?
- Homework Grading MCP is maintained by pickstar-2002, which publishes 14 MCP servers tracked on MCP Toplist.
- Is Homework Grading MCP listed on the Official MCP Registry?
- Homework Grading MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Homework Grading MCP have?
- Version information is unavailable for Homework Grading MCP: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Homework Grading MCP?
- The source code for Homework Grading MCP is hosted at github.com/pickstar-2002/homework-grading-mcp.
Do you run this server?
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