SERVER

FitLLM

Rank #4,489

run.fitllm/fitllm

Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.

First listed
Jul 9, 2026
Last publish date
Sep 2, 2026
OVERVIEW

FitLLM is a Model Context Protocol (MCP) server published by click6067-ship-it. It ranks #4,489 of 132,046 servers tracked on MCP Toplist, and its repository has 8 GitHub stars. FitLLM is listed across 4 registries — Official MCP, PulseMCP, Glama and mcp.so, with 2 tracked versions. It was first listed on Jul 9, 2026 and most recently updated on Sep 2, 2026.

STANDING
#4,489of 132,046 tracked serversTop 5%

Ranks ahead of 127,557 of 132,046 servers on MCP Toplist.

CONNECT

Use FitLLM

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Remote · HTTP
claude mcp add --transport http fitllm https://fitllm.run/api/mcp
BADGE

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MCP Toplist: Top 5% of 132,046
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/run.fitllm%2Ffitllm.svg)](https://mcptoplist.com/server/run.fitllm%2Ffitllm)
HTML
<a href="https://mcptoplist.com/server/run.fitllm%2Ffitllm"><img src="https://mcptoplist.com/badge/run.fitllm%2Ffitllm.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>

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

REGISTRIES

Listed on 4 registries

ORGANIZATION

click6067-ship-it

Organization
Servers in org
1
Versions across org
2
VERSIONS

Available versions (2)

1.0.0 · Jul 9, 20261.1.0 · Sep 2, 2026Jul 9, 2026Sep 2, 2026
VersionPublished
1.1.0Sep 2, 2026
1.0.0Jul 9, 2026
FAQ

Frequently asked questions

Who maintains FitLLM?
FitLLM is maintained by click6067-ship-it, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is FitLLM listed on the Official MCP Registry?
Yes — FitLLM is listed on the Official MCP Registry, alongside PulseMCP, Glama and mcp.so.
How many versions does FitLLM have?
MCP Toplist tracks 2 versions of FitLLM, most recently published on Sep 2, 2026.
Where can I find the source code for FitLLM?
The source code for FitLLM is hosted at github.com/click6067-ship-it/fitllm-engine.
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