io.github.akshaysharma1088/pipeverify

pipeverify

Is the pipeverify MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-15.

Read-only check that a pipeline change left the data right: pass, review or block.

alive probed 2026-11-15

3tools

3.9ktokens in Claude Opus 5.5

1.9 %of Claude's 200k window

1.5×the median server

1.9 sto initialize

6 msto list tools

Run it: uvx pipeverify@0.3.0 (stdio, probed in a container with the network off)
Host: pypi.org
Reports itself as: pipeverify
Capabilities: prompts, resources, tools
Instructions: 634 characters
Of a 1M window: 0.4 % of a 1M context window
Count: 3.9k tokens in Claude Opus 5.5, exact, measured 2026-11-13. With the Claude Code prefix mcp__…__ on each tool name: 3.9k. The o200k_base estimate is 2.4k. Counted again when the tool definitions change. Method.
Repository: https://github.com/akshaysharma1088/pipeverify
Website: https://github.com/akshaysharma1088/pipeverify
Registry: active, updated 2026-11-15 · 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 tokens	o200k estimate	Share of this server
compare_tables	1 687	1 056	44 %
check_against_source	1 546	968	40 %
run_config	625	391	16 %

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

Servers that mention pipeline or change.

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

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