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Yumi Python Import Layout Evidence

by io.github.noqt
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Server Details

Static PyPI artifact/source import-layout evidence; no installs, execution, or resolver claims.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.8/5.0

Scored across 3 tools

Disambiguation5/5

Each tool targets a clearly distinct evidence domain: network address-set comparison, PyPI wheel tag intersection, and Python import-layout comparison against GitHub sources. The descriptions explicitly delineate boundaries and non-goals, leaving little risk of misselection.

Naming Consistency5/5

All three tools use consistent snake_case noun_evidence naming: network_set_evidence, pypi_wheel_evidence, and python_import_layout_evidence. The pattern is predictable and readable.

Tool Count5/5

Three well-scoped tools fit the focused evidence-reporting purpose without redundancy. Each tool covers a distinct analytical operation, so none feels extraneous or missing for the stated scope.

Completeness4/5

The surface covers three targeted evidence workflows but is relatively narrow: there is no standalone address-set normalization tool, no source-distribution evidence tool, and no generic way to compose or export combined evidence across domains. These are minor gaps for the apparent read-only evidence scope, not blockers for the core workflows.

Available Tools

3 tools
network_set_evidenceA
Read-onlyIdempotent
Inspect

Compares bounded mathematical IPv4 and IPv6 address sets and reports canonical normalized, added, removed, count, and witness evidence; it does not assess reachability, routing, security policy, configuration, or host usability.

Inputs: after (required), before (required).

pypi_wheel_evidenceB
Read-onlyIdempotent
Inspect

Reports provider-reported filename/tag intersection for PyPI wheels; it does not perform compatibility, security, or digest verification.

Inputs: tags (required), releases (required).

python_import_layout_evidenceB
Read-onlyIdempotent
Inspect

Compares one exact PyPI artifact with a full-commit public GitHub Python source tree and named public consumer files. Reports parser-backed static imports, ImportError fallbacks, artifact SHA-256 evidence, and bounded module-layout results; unknown or ambiguous cases stay UNKNOWN.

Inputs: source (required), release (required), targets (required), consumers (required).

Tool Schema Changelog

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