SERVER

ScientificFigureLibrary

Rank #1,218

glama/xuzhougeng/ScientificFigureLibrary

MCP server for searching, importing, and materializing scientific figure templates from FigureYa and user libraries, enabling data-driven figure selection via visual/data profiling.

18 release tags
133 GitHub stars
by xuzhougeng (2 servers)View repository ↗
First listed
Jul 29, 2026
Last publish date
Oct 26, 2026
PURPOSE

What you can do with ScientificFigureLibrary

ScientificFigureLibrary is a Model Context Protocol (MCP) server published by xuzhougeng. It ranks #1,218 of 167,945 active servers on MCP Toplist, and its repository has 133 GitHub stars. ScientificFigureLibrary is listed on Glama, with 18 release tags tracked from its GitHub repository. It was first listed on Jul 29, 2026 and most recently updated on Oct 26, 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 ScientificFigureLibrary 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 ScientificFigureLibrary

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Nov 3, 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 ScientificFigureLibrary 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 xuzhougeng
View all xuzhougeng servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 29, 2026
Latest release tag
Oct 26, 2026
Version history
18 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 3, 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
Nov 3, 2026
Registry sightings
  • Glama ↗listed since Jul 30, 2026 · still listed

Do you maintain ScientificFigureLibrary? to correct or enrich this profile.

VERSIONS

GitHub releases (18)

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

v0.1.0 · Jul 29, 2026v0.1.1 · Jul 29, 2026v0.2.0 · Aug 1, 2026v0.3.0 · Aug 16, 2026v0.4.0 · Sep 1, 2026v0.6.8 · Sep 11, 2026v0.6.9 · Sep 12, 2026v0.7.0 · Sep 13, 2026v0.8.0-preview.7 · Sep 16, 2026v0.8.0-preview.8 · Sep 16, 2026v0.8.0-preview.9 · Sep 16, 2026v0.8.0-preview.10 · Sep 16, 2026v0.8.0-preview.11 · Sep 16, 2026v0.8.0 · Sep 18, 2026v0.8.1 · Sep 20, 2026v0.9.0 · Oct 1, 2026v0.9.1 · Oct 9, 2026v0.9.2 · Oct 26, 2026Jul 29, 2026Oct 26, 2026
VersionPublished
v0.9.2Oct 26, 2026
v0.9.1Oct 9, 2026
v0.9.0Oct 1, 2026
v0.8.1Sep 20, 2026
v0.8.0Sep 18, 2026
v0.8.0-preview.11Sep 16, 2026
v0.8.0-preview.10Sep 16, 2026
v0.8.0-preview.9Sep 16, 2026
v0.8.0-preview.8Sep 16, 2026
v0.8.0-preview.7Sep 16, 2026
v0.7.0Sep 13, 2026
v0.6.9Sep 12, 2026
v0.6.8Sep 11, 2026
v0.4.0Sep 1, 2026
v0.3.0Aug 16, 2026
v0.2.0Aug 1, 2026
v0.1.1Jul 29, 2026
v0.1.0Jul 29, 2026
STANDING
#1,218of 167,945 active serversTop 1%

Ranks ahead of 166,727 of 167,945 servers on MCP Toplist.

Recent momentum
+119GitHub stars since Jul 27 (+850%)
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 1% of 167,945
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fxuzhougeng%2FScientificFigureLibrary.svg)](https://mcptoplist.com/server/glama%2Fxuzhougeng%2FScientificFigureLibrary)
HTML
<a href="https://mcptoplist.com/server/glama%2Fxuzhougeng%2FScientificFigureLibrary"><img src="https://mcptoplist.com/badge/glama%2Fxuzhougeng%2FScientificFigureLibrary.svg" alt="MCP Toplist: Top 1% of 167,945" /></a>

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

FAQ

Frequently asked questions

Who maintains ScientificFigureLibrary?
ScientificFigureLibrary is maintained by xuzhougeng, which publishes 2 MCP servers (22 total versions) tracked on MCP Toplist.
Is ScientificFigureLibrary listed on the Official MCP Registry?
ScientificFigureLibrary is not on the Official MCP Registry. It is listed on Glama.
How many versions does ScientificFigureLibrary have?
No registry surfaces explicit version metadata for ScientificFigureLibrary; MCP Toplist tracks 18 release tags from its GitHub repository, most recently published on Oct 26, 2026.
Where can I find the source code for ScientificFigureLibrary?
The source code for ScientificFigureLibrary is hosted at github.com/xuzhougeng/ScientificFigureLibrary.
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