Pathwize
Run data annotation and evaluation tasks with vetted domain experts: create, publish, get results.
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Calidad y seguridad
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"pathwize": {
"url": "https://www.gopathwize.com/api/mcp"
}
}
}Puntos de conexión remotos
https://www.gopathwize.com/api/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (10)
🟢list_pools
Pools a task can run on: active curated pools plus your own, with member counts.
Esquema de entrada
{
"type": "object",
"properties": {}
}🟢list_tasks
Your AI tasks, newest first, with status and item counts.
Esquema de entrada
{
"type": "object",
"properties": {}
}🟢get_task(taskId)
One task with settings, classes, examples, qualification, reference item count and item counts by status.
Esquema de entrada
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
}
},
"required": [
"taskId"
]
}🟡create_task(title, type, instructions, classes, annotation, ...)
Create a labeling or evaluation task as a draft; nobody is notified until publish_task. Typical order: list_pools, create_task with instructions, classes, rate, pool_ids and one example image per class, add_items, then publish_task after the user confirms.
Esquema de entrada
{
"type": "object",
"properties": {
"title": {
"type": "string",
"minLength": 1,
"maxLength": 200
},
"type": {
"type": "string",
"enum": [
"data_labeling",
"preference",
"evaluation",
"red_team",
"domain"
],
"description": "Default data_labeling"
},
"instructions": {
"type": "string",
"description": "Instructions for the experts in Markdown. A table whose first column names the classes becomes the per-class briefing."
},
"classes": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 50,
"description": "Class names experts choose from"
},
"annotation": {
"type": "string",
"enum": [
"classification",
"bounding_box",
"segmentation",
"attributes"
],
"description": "Default classification"
},
"rate": {
"type": "number",
"minimum": 5,
"maximum": 500,
"description": "Hourly pay for the expert in EUR"
},
"pool_ids": {
"type": "array",
"items": {
"type": "string",
"format": "uuid"
},
"description": "Pools the task runs on (see list_pools)"
},
"members_only": {
"type": "boolean",
"description": "Only members of these pools see the task, even on public pools"
},
"domain": {
"type": "string"
},
"expertise": {
"type": "string",
"description": "What experts need to know, one line"
},
"multi_select": {
"type": "boolean"
},
"allow_note": {
"type": "boolean"
},
"allow_cant_tell": {
"type": "boolean",
"description": "Let experts skip an item without a class (default true)"
},
"seconds_per_item": {
"type": "integer",
"minimum": 1,
"maximum": 3600
},
"language": {
"type": "string",
"enum": [
"en",
"de"
],
"description": "Language of the instructions"
},
"deadline": {
"type": "string",
"pattern": "^\\d{4}-\\d{2}-\\d{2}$"
},
"qualification": {
"type": "object",
"properties": {
"enabled": {
"type": "boolean"
},
"sample": {
"type": "integer",
"minimum": 5,
"maximum": 1000,
"description": "Test items per candidate (default 50)"
},
"scoring": {
"type": "string",
"enum": [
"auto",
"customer"
],
"description": "auto: scored against reference labels; customer: you approve each candidate"
},
"threshold": {
"type": "integer",
"minimum": 50,
"maximum": 100,
"description": "Pass mark in percent"
},
"days_to_complete": {
"type": "integer",
"minimum": 1,
"maximum": 30
}
}
},
"examples": {
"type": "array",
"maxItems": 40,
"items": {
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"label": {
"type": "string"
}
},
"required": [
"url",
"label"
]
},
"description": "Example images by public URL with the class they show. Labeling tasks need one per class before they can open."
}
},
"required": [
"title"
]
}🟡update_task(taskId, title, instructions, classes, annotation, ...)
Change a task's settings; only the fields you pass change, examples are added. Does not publish.
Esquema de entrada
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
},
"title": {
"type": "string"
},
"instructions": {
"type": "string",
"description": "Instructions for the experts in Markdown. A table whose first column names the classes becomes the per-class briefing."
},
"classes": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 50,
"description": "Class names experts choose from"
},
"annotation": {
"type": "string",
"enum": [
"classification",
"bounding_box",
"segmentation",
"attributes"
],
"description": "Default classification"
},
"rate": {
"type": "number",
"minimum": 5,
"maximum": 500,
"description": "Hourly pay for the expert in EUR"
},
"pool_ids": {
"type": "array",
"items": {
"type": "string",
"format": "uuid"
},
"description": "Pools the task runs on (see list_pools)"
},
"members_only": {
"type": "boolean",
"description": "Only members of these pools see the task, even on public pools"
},
"domain": {
"type": "string"
},
"expertise": {
"type": "string",
"description": "What experts need to know, one line"
},
"multi_select": {
"type": "boolean"
},
"allow_note": {
"type": "boolean"
},
"allow_cant_tell": {
"type": "boolean",
"description": "Let experts skip an item without a class (default true)"
},
"seconds_per_item": {
"type": "integer",
"minimum": 1,
"maximum": 3600
},
"language": {
"type": "string",
"enum": [
"en",
"de"
],
"description": "Language of the instructions"
},
"deadline": {
"type": "string",
"pattern": "^\\d{4}-\\d{2}-\\d{2}$"
},
"qualification": {
"type": "object",
"properties": {
"enabled": {
"type": "boolean"
},
"sample": {
"type": "integer",
"minimum": 5,
"maximum": 1000,
"description": "Test items per candidate (default 50)"
},
"scoring": {
"type": "string",
"enum": [
"auto",
"customer"
],
"description": "auto: scored against reference labels; customer: you approve each candidate"
},
"threshold": {
"type": "integer",
"minimum": 50,
"maximum": 100,
"description": "Pass mark in percent"
},
"days_to_complete": {
"type": "integer",
"minimum": 1,
"maximum": 30
}
}
},
"examples": {
"type": "array",
"maxItems": 40,
"items": {
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"label": {
"type": "string"
}
},
"required": [
"url",
"label"
]
},
"description": "Example images by public URL with the class they show. Labeling tasks need one per class before they can open."
}
},
"required": [
"taskId"
]
}🟡add_items(taskId, reference, items)
Add items by public URL; Pathwize copies the files into its own storage. reference: true adds them to the qualification set (optionally with gold_label for automatic scoring). Idempotent per id, up to 1000 per call.
Esquema de entrada
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
},
"reference": {
"type": "boolean"
},
"items": {
"type": "array",
"minItems": 1,
"maxItems": 1000,
"items": {
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"id": {
"type": "string",
"description": "Defaults to the file name in the URL"
},
"mime": {
"type": "string",
"description": "Defaults from the file extension"
},
"gold_label": {
"type": "string"
}
},
"required": [
"url"
]
}
}
},
"required": [
"taskId",
"items"
]
}🟡publish_task(taskId, confirm)
Open a task for experts. This emails every expert in the task's pools once and cannot be undone, so call it only after the user explicitly confirmed, with confirm: true. Fails with a list of anything missing.
Esquema de entrada
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
},
"confirm": {
"type": "boolean",
"const": true
}
},
"required": [
"taskId",
"confirm"
]
}⚪close_task(taskId, status)
closed ends the task, draft pauses it. Experts are not emailed.
Esquema de entrada
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
},
"status": {
"type": "string",
"enum": [
"closed",
"draft"
]
}
},
"required": [
"taskId"
]
}🟢get_results(taskId, limit, starting_after, since)
Finished items with final label, agreement, notes and flags. Page with starting_after (the last item id).
Esquema de entrada
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 1000
},
"starting_after": {
"type": "string"
},
"since": {
"type": "string"
}
},
"required": [
"taskId"
]
}⚪open_dashboard(taskId)
One-time link that opens the Pathwize business dashboard signed in as this business (optionally one task). Single use, one hour; give it only to the user.
Esquema de entrada
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
}
}
}Comunidad
Evidencia