mcpcost

io.github.jpazvd/unicefstats-mcp

UNICEF Stats MCP

Is the UNICEF Stats MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.

UNICEF child development statistics: 790+ indicators, 200+ countries, SDMX-sourced. No API key.

alive probed 2026-11-15 · unchanged since 2026-10-31

9tools
6.8ktokens in Claude Opus 5.5
3.4 %of Claude's 200k window
2.7×the median server
12.2 sto initialize
35 msto list tools
Run it
uvx unicefstats-mcp@1.5.5 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
unicefstats-mcp 1.5.5
Capabilities
experimental, extensions, logging, prompts, resources, tools
Instructions
308 characters
Of a 1M window
0.7 % of a 1M context window
Count
6.8k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 6.9k. The o200k_base estimate is 4.0k. Counted again when the tool definitions change. Method.
Repository
https://github.com/jpazvd/unicefstats-mcp
Registry
active, updated 2026-06-08 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.67×.

Tool≈ Claude tokenso200k estimateShare of this server
get_data3 6562 18354 %
search_indicators71842911 %
lookup_by_code66839910 %
list_countries3892326 %
get_api_reference3822286 %

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Servers that mention unicef or stats.

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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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