mcpcost

io.github.simulacra/verifyfirst

verifyfirst

Is the verifyfirst MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.

Look up what your verification method cannot see: 48 failures that report success.

alive probed 2026-11-14 · unchanged since 2026-10-30

8tools
2.1ktokens in Claude Opus 5.5
1.0 %of Claude's 200k window
0.8×the median server
280 msto initialize
4 msto list tools
Run it
uvx verifyfirst-mcp@1.8.0 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
verifyfirst 1.8.0
Capabilities
tools
Instructions
362 characters
Of a 1M window
0.2 % of a 1M context window
Count
2.1k tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 2.2k. The o200k_base estimate is 1.3k. Counted again when the tool definitions change. Method.
Repository
https://github.com/simulacra/verifyfirst
Website
https://verifyfirst.dev
Registry
active, updated 2026-08-24 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.60×.

Tool≈ Claude tokenso200k estimateShare of this server
blind_spots41826120 %
from_symptom33220716 %
before_claiming31319515 %
get_instrument24715412 %
search22814211 %

Compare this server with others.

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

Servers that mention verification or failures.

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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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A mail when this server changes

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

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