Static PyPI artifact/source import-layout evidence; no installs, execution, or resolver claims.
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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.
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
Run in a terminal
claude mcp add --transport http yumi-python-import-layout https://noqt.no-qt.chatgpt.site/api/yumi/mcp
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.
| Argument | Type | Description |
|---|---|---|
| after* | array | |
| before* | array |
{
"type": "object",
"required": [
"before",
"after"
],
"properties": {
"after": {
"type": "array",
"items": {
"type": "string",
"maxLength": 60,
"minLength": 1
},
"maxItems": 64
},
"before": {
"type": "array",
"items": {
"type": "string",
"maxLength": 60,
"minLength": 1
},
"maxItems": 64
}
},
"additionalProperties": false
}Reports provider-reported filename/tag intersection for PyPI wheels; it does not perform compatibility, security, or digest verification.
| Argument | Type | Description |
|---|---|---|
| tags* | array | |
| releases* | array |
{
"type": "object",
"required": [
"releases",
"tags"
],
"properties": {
"tags": {
"type": "array",
"items": {
"type": "string",
"pattern": "^[a-z0-9_]+-[a-z0-9_]+-[a-z0-9_]+$",
"maxLength": 128,
"minLength": 1
},
"maxItems": 256,
"minItems": 1,
"uniqueItems": true
},
"releases": {
"type": "array",
"items": {
"type": "object",
"required": [
"project",
"version"
],
"properties": {
"project": {
"type": "string",
"pattern": "^[A-Za-z0-9](?:[A-Za-z0-9._-]*[A-Za-z0-9])?$",
"maxLength": 128,
"minLength": 1
},
"version": {
"type": "string",
"pattern": "^[A-Za-z0-9][A-Za-z0-9.!+_-]*$",
"maxLength": 64,
"minLength": 1
}
},
"additionalProperties": false
},
"maxItems": 8,
"minItems": 1
}
},
"additionalProperties": false
}Compares one exact PyPI artifact with a full-commit public GitHub Python source tree and named public consumer files. Reports parser-backed static imports, ImportError fallbacks, artifact SHA-256 evidence, and bounded module-layout results; unknown or ambiguous cases stay UNKNOWN.
| Argument | Type | Description |
|---|---|---|
| source* | object | |
| release* | object | |
| targets* | array | |
| consumers* | array |
{
"type": "object",
"required": [
"release",
"source",
"targets",
"consumers"
],
"properties": {
"source": {
"type": "object",
"required": [
"owner",
"repo",
"commit"
],
"properties": {
"repo": {
"type": "string",
"pattern": "^[A-Za-z0-9](?:[A-Za-z0-9._-]*[A-Za-z0-9])?$",
"maxLength": 100,
"minLength": 1
},
"owner": {
"type": "string",
"pattern": "^[A-Za-z0-9](?:[A-Za-z0-9-]*[A-Za-z0-9])?$",
"maxLength": 39,
"minLength": 1
},
"commit": {
"type": "string",
"pattern": "^[a-fA-F0-9]{40}$",
"maxLength": 40,
"minLength": 40
},
"sourceRoot": {
"type": "string",
"maxLength": 240,
"minLength": 1
}
},
"additionalProperties": false
},
"release": {
"type": "object",
"required": [
"project",
"version",
"artifactKind",
"artifactName"
],
"properties": {
"project": {
"type": "string",
"pattern": "^[A-Za-z0-9](?:[A-Za-z0-9._-]*[A-Za-z0-9])?$",
"maxLength": 128,
"minLength": 1
},
"version": {
"type": "string",
"pattern": "^[A-Za-z0-9][A-Za-z0-9.!+_-]*$",
"maxLength": 64,
"minLength": 1
},
"artifactKind": {
"enum": [
"wheel",
"sdist"
],
"type": "string"
},
"artifactName": {
"type": "string",
"maxLength": 255,
"minLength": 1
}
},
"additionalProperties": false
},
"targets": {
"type": "array",
"items": {
"oneOf": [
{
"type": "string",
"maxLength": 200,
"minLength": 1
},
{
"type": "object",
"required": [
"module"
],
"properties": {
"name": {
"type": "string",
"maxLength": 128,
"minLength": 1
},
"module": {
"type": "string",
"maxLength": 200,
"minLength": 1
}
},
"additionalProperties": false
}
]
},
"maxItems": 32,
"minItems": 1
},
"consumers": {
"type": "array",
"items": {
"type": "object",
"required": [
"owner",
"repo",
"commit",
"path"
],
"properties": {
"path": {
"type": "string",
"pattern": "^.+\\.py$",
"maxLength": 240,
"minLength": 1
},
"repo": {
"type": "string",
"pattern": "^[A-Za-z0-9](?:[A-Za-z0-9._-]*[A-Za-z0-9])?$",
"maxLength": 100,
"minLength": 1
},
"owner": {
"type": "string",
"pattern": "^[A-Za-z0-9](?:[A-Za-z0-9-]*[A-Za-z0-9])?$",
"maxLength": 39,
"minLength": 1
},
"commit": {
"type": "string",
"pattern": "^[a-fA-F0-9]{40}$",
"maxLength": 40,
"minLength": 40
}
},
"additionalProperties": false
},
"maxItems": 8,
"minItems": 1
}
},
"additionalProperties": false
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 14, 2026.