mcpcost

io.github.fort652/parlova-mcp

Parlova

Is the Parlova MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-12.

Transcribe local audio/video and YouTube into timestamped, speaker-labelled text. 90+ languages.

alive probed 2026-11-15 · unchanged since 2026-11-12

5tools
804tokens in Claude Opus 5.5
0.4 %of Claude's 200k window
0.3×the median server
290 msto initialize
2 msto list tools
Run it
uvx parlova@1.0.1 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
parlova 1.0.1
Capabilities
tools
Instructions
60 characters
Of a 1M window
<0.1 % of a 1M context window
Count
804 tokens in Claude Opus 5.5, exact, measured 2026-11-12. With the Claude Code prefix mcp__…__ on each tool name: 864. The o200k_base estimate is 468. Counted again when the tool definitions change. Method.
Repository
https://github.com/fort652/parlova-mcp
Website
https://parlova.co.za
Registry
active, updated 2026-11-11 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.72×.

Tool≈ Claude tokenso200k estimateShare of this server
transcribe_file27516034 %
transcribe_youtube21312426 %
get_transcript1709921 %
list_transcripts824810 %
get_usage64378 %

Compare this server with others.

More servers

Other registry entries on pypi.org, the ones next to this name; all of them.

Servers that mention timestamped or transcribe.

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mcpcost: alive

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

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Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.

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