mcpcost

io.github.DoubleCore/mcp-server-ava

AVA

Is the AVA MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.

Load data, inspect schemas, run SQL, analyze datasets, and build charts with AVA via MCP.

alive probed 2026-11-14 · unchanged since 2026-11-13

8tools
1.6ktokens in Claude Opus 5.5
0.8 %of Claude's 200k window
0.6×the median server
1.1 sto initialize
44 msto list tools
Run it
npx -y mcp-server-ava@0.1.3 (stdio, probed in a container with the network off)
Host
npmjs.com
Reports itself as
ava 0.1.0
Capabilities
tools
Instructions
none
Of a 1M window
0.2 % of a 1M context window
Count
1.6k tokens in Claude Opus 5.5, exact, measured 2026-11-13. With the Claude Code prefix mcp__…__ on each tool name: 1.7k. The o200k_base estimate is 878. Counted again when the tool definitions change. Method.
Repository
https://github.com/DoubleCore/mcp-server-ava
Registry
active, updated 2026-11-13 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.86×.

Tool≈ Claude tokenso200k estimateShare of this server
ava_load_data46825229 %
ava_visualize25613816 %
ava_analyze22812314 %
ava_profile18910212 %
ava_query1638810 %

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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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