SERVER

MCP4Modal Sandbox

Rank #92,509

glama/milkymap/mcp4modal_sandbox

A Model Context Protocol server that enables LLMs and AI assistants to create, manage, and interact with isolated cloud-based Python environments with GPU support on Modal.com.

Versions unknown
1 GitHub stars
by milkymap (3 servers)View repository ↗
First listed
Jul 9, 2025
Last publish date
—
PURPOSE

What you can do with MCP4Modal Sandbox

MCP4Modal Sandbox is a Model Context Protocol (MCP) server published by milkymap. It ranks #92,509 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. MCP4Modal Sandbox is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Jul 9, 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.

CAPABILITIES AND LIMITATIONS

What MCP4Modal Sandbox can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using MCP4Modal Sandbox

DeclaredAPI keyCredentials declared

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 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect MCP4Modal Sandbox and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

First successful task

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.

ALTERNATIVES

When to choose another server

Other servers by milkymap
View all milkymap servers →

No task-specific alternatives are catalogued for MCP4Modal Sandboxyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 9, 2025
Version history
Unavailable — no registry exposes versions and no release tags were found
Requirements evidence
Declared by Glama, last synced Oct 16, 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 16, 2026
Registry sightings
  • Glama ↗listed since Apr 26, 2026 · still listed

Do you maintain MCP4Modal Sandbox? to correct or enrich this profile.

VERSIONS

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.

STANDING
#92,509of 144,396 active servers

Ranks ahead of 51,887 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: #92,509 of 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fmilkymap%2Fmcp4modal_sandbox.svg)](https://mcptoplist.com/server/glama%2Fmilkymap%2Fmcp4modal_sandbox)
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<a href="https://mcptoplist.com/server/glama%2Fmilkymap%2Fmcp4modal_sandbox"><img src="https://mcptoplist.com/badge/glama%2Fmilkymap%2Fmcp4modal_sandbox.svg" alt="MCP Toplist: #92,509 of 144,396" /></a>

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FAQ

Frequently asked questions

Who maintains MCP4Modal Sandbox?
MCP4Modal Sandbox is maintained by milkymap, which publishes 3 MCP servers (2 total versions) tracked on MCP Toplist.
Is MCP4Modal Sandbox listed on the Official MCP Registry?
MCP4Modal Sandbox is not on the Official MCP Registry. It is listed on Glama.
How many versions does MCP4Modal Sandbox have?
Version information is unavailable for MCP4Modal Sandbox: 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 MCP4Modal Sandbox?
The source code for MCP4Modal Sandbox is hosted at github.com/milkymap/mcp4modal_sandbox.
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