Pathwize
Run data annotation and evaluation tasks with vetted domain experts: create, publish, get results.
Sollte ich dies verwenden
Qualität und Sicherheit
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"pathwize": {
"url": "https://www.gopathwize.com/api/mcp"
}
}
}Remote-Endpunkte
https://www.gopathwize.com/api/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (10)
🟢list_pools
Pools a task can run on: active curated pools plus your own, with member counts.
Eingabe-Schema
{
"type": "object",
"properties": {}
}🟢list_tasks
Your AI tasks, newest first, with status and item counts.
Eingabe-Schema
{
"type": "object",
"properties": {}
}🟢get_task(taskId)
One task with settings, classes, examples, qualification, reference item count and item counts by status.
Eingabe-Schema
{
"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.
Eingabe-Schema
{
"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.
Eingabe-Schema
{
"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.
Eingabe-Schema
{
"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.
Eingabe-Schema
{
"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.
Eingabe-Schema
{
"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).
Eingabe-Schema
{
"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.
Eingabe-Schema
{
"type": "object",
"properties": {
"taskId": {
"type": "string",
"format": "uuid"
}
}
}Community
Nachweis