SERVER

worldlabs-mcp

Rank #5,633

glama/sandraschi/worldlabs-mcp

MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds from text, images, panoramas, multi-view sets, or video, and grounding a voice agent in scene coordinates.

1 release tag
25 GitHub stars
by sandraschi (72 servers)View repository ↗
First listed
May 30, 2026
Last publish date
Aug 17, 2026
PURPOSE

What you can do with worldlabs-mcp

worldlabs-mcp is a Model Context Protocol (MCP) server published by sandraschi. It ranks #5,633 of 144,396 active servers on MCP Toplist, and its repository has 25 GitHub stars. worldlabs-mcp is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on May 30, 2026 and most recently updated on Aug 17, 2026.

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 worldlabs-mcp 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 worldlabs-mcp

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 worldlabs-mcp 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 sandraschi
View all sandraschi servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
May 30, 2026
Latest release tag
Aug 17, 2026
Version history
1 release tag tracked (below)
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 Jun 1, 2026 · still listed

Do you maintain worldlabs-mcp? to correct or enrich this profile.

VERSIONS

GitHub releases (1)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

VersionPublished
v0.5.0Aug 17, 2026
STANDING
#5,633of 144,396 active serversTop 5%

Ranks ahead of 138,763 of 144,396 servers on MCP Toplist.

Recent momentum
+12GitHub stars since Jun 1 (+92%)
BADGE

Show your rank

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

MCP Toplist: Top 5% of 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fsandraschi%2Fworldlabs-mcp.svg)](https://mcptoplist.com/server/glama%2Fsandraschi%2Fworldlabs-mcp)
HTML
<a href="https://mcptoplist.com/server/glama%2Fsandraschi%2Fworldlabs-mcp"><img src="https://mcptoplist.com/badge/glama%2Fsandraschi%2Fworldlabs-mcp.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains worldlabs-mcp?
worldlabs-mcp is maintained by sandraschi, which publishes 72 MCP servers (73 total versions) tracked on MCP Toplist.
Is worldlabs-mcp listed on the Official MCP Registry?
worldlabs-mcp is not on the Official MCP Registry. It is listed on Glama.
How many versions does worldlabs-mcp have?
No registry surfaces explicit version metadata for worldlabs-mcp; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Aug 17, 2026.
Where can I find the source code for worldlabs-mcp?
The source code for worldlabs-mcp is hosted at github.com/sandraschi/worldlabs-mcp.
Used in projects

Do you run this server?

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE