SERVER

modelforge

Rank #20,465

io.github.Whatsonyourmind/modelforge

Bulge-tier financial model factory — live formulas, source-traced cells, 14 templates.

3 versions
2 GitHub stars
by whatsonyourmind (3 servers)View repository ↗
First listed
Apr 17, 2026
Last publish date
May 15, 2026
PURPOSE

What you can do with modelforge

modelforge is a Model Context Protocol (MCP) server published by whatsonyourmind. It ranks #20,465 of 144,396 active servers on MCP Toplist, and its repository has 2 GitHub stars. modelforge is listed across 3 registries — Official MCP, Glama and PulseMCP, with 3 tracked versions. It was first listed on Apr 17, 2026 and most recently updated on May 15, 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 modelforge 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 modelforge

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 the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config
  • ANTHROPIC_API_KEY · optional
INSTALLATION AND FIRST TASK

Connect modelforge and confirm it works

Python package (PyPI)
claude mcp add modelforge -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -- uvx modelforge-finance

Replace each placeholder with your own value before saving.

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 whatsonyourmind
View all whatsonyourmind servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Apr 17, 2026
Latest version published
May 15, 2026
Version history
3 versions tracked (below)
Requirements evidence
Declared by the Official MCP Registry, 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
Aug 30, 2026
Registry sightings

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

VERSIONS

Available versions (3)

0.9.5 · May 14, 20260.9.6 · May 14, 20260.9.7 · May 15, 2026May 14, 2026May 15, 2026
VersionPublished
0.9.7May 15, 2026
0.9.6May 14, 2026
0.9.5May 14, 2026
STANDING
#20,465of 144,396 active serversTop 25%

Ranks ahead of 123,931 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: Top 25% of 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.Whatsonyourmind%2Fmodelforge.svg)](https://mcptoplist.com/server/io.github.Whatsonyourmind%2Fmodelforge)
HTML
<a href="https://mcptoplist.com/server/io.github.Whatsonyourmind%2Fmodelforge"><img src="https://mcptoplist.com/badge/io.github.Whatsonyourmind%2Fmodelforge.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>

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

FAQ

Frequently asked questions

Who maintains modelforge?
modelforge is maintained by whatsonyourmind, which publishes 3 MCP servers (13 total versions) tracked on MCP Toplist.
Is modelforge listed on the Official MCP Registry?
Yes — modelforge is listed on the Official MCP Registry, alongside Glama and PulseMCP.
How many versions does modelforge have?
MCP Toplist tracks 3 versions of modelforge, most recently published on May 15, 2026.
Where can I find the source code for modelforge?
The source code for modelforge is hosted at github.com/whatsonyourmind/modelforge.
Used in projects

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