mcpcost

io.github.Ramp-Jet/mothermachine

mothermachine

Is the mothermachine MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-11.

Search a directory of software an agent can adapt or operate, by need, license or interface.

alive probed 2026-11-14 · unchanged since 2026-11-11

3tools
957tokens in Claude Opus 5.5
0.5 %of Claude's 200k window
0.4×the median server
99 msto initialize
3 msto list tools
Run it
npx -y mothermachine@1.1.2 (stdio, probed in a container with the network off)
Host
npmjs.com
Reports itself as
mothermachine 1.1.2
Capabilities
tools
Instructions
400 characters
Of a 1M window
<0.1 % of a 1M context window
Count
957 tokens in Claude Opus 5.5, exact, measured 2026-11-06. With the Claude Code prefix mcp__…__ on each tool name: 987. The o200k_base estimate is 589. Counted again when the tool definitions change. Method.
Repository
https://github.com/Ramp-Jet/mothermachine-skill
Website
https://mothermachine.ai/agents.html
Registry
active, updated 2026-11-10 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.62×.

Tool≈ Claude tokenso200k estimateShare of this server
search64039467 %
listing21813423 %
vocab996110 %

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