io.github.IzikLisbon/mufmuf-mcp

mufmuf-mcp

Score how visually compatible two photos are (1-10), with sub-scores and an explanation.

alive probed 2026-10-15

1tools

254tokens in Claude Opus 5.5

268tokens in Claude Code

0.1 %of a 200k context window

160o200k_base estimate

334 msto initialize

7 msto list tools

Run it: npx -y mufmuf-mcp@0.1.1 (stdio, probed in a container with the network off)
Host: npmjs.com
Reports itself as: mufmuf-mcp 0.1.0
Capabilities: tools
Instructions: none
Claude count: Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
Repository: https://github.com/IzikLisbon/mufmuf
Registry: active, updated 2026-06-25 · registry entry
Reachable: 1 of the last 1 probe

Most expensive tools

Tool	Tokens (o200k)	Share of this server
compare_compatibility	160	100 %

Badge and feed

[![mcpcost](https://mcpcost.ulehla.dev/badge/io.github.IzikLisbon/mufmuf-mcp.svg)](https://mcpcost.ulehla.dev/s/io.github.IzikLisbon/mufmuf-mcp)

An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.