Pathwize

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com.gopathwize/pathwizev1.0.0 Domain verified

Run data annotation and evaluation tasks with vetted domain experts: create, publish, get results.

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https://www.gopathwize.com/api/mcp

Authorization (required)

Pathwize API key as 'Bearer pw_live_...' (business dashboard, Developers)

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Tool list from our last check. Connect live to refresh it.

add_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.

itemsarray, required

taskIdstring, required

referenceboolean

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

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Tools (10)

add_items

Argument	Type	Description
items*	array
taskId*	string
reference	boolean

Input schema (JSON)

{
  "type": "object",
  "required": [
    "taskId",
    "items"
  ],
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "url"
        ],
        "properties": {
          "id": {
            "type": "string",
            "description": "Defaults to the file name in the URL"
          },
          "url": {
            "type": "string",
            "format": "uri"
          },
          "mime": {
            "type": "string",
            "description": "Defaults from the file extension"
          },
          "gold_label": {
            "type": "string"
          }
        }
      },
      "maxItems": 1000,
      "minItems": 1
    },
    "taskId": {
      "type": "string",
      "format": "uuid"
    },
    "reference": {
      "type": "boolean"
    }
  }
}

close_task

closed ends the task, draft pauses it. Experts are not emailed.

Argument	Type	Description
status	string
taskId*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "taskId"
  ],
  "properties": {
    "status": {
      "enum": [
        "closed",
        "draft"
      ],
      "type": "string"
    },
    "taskId": {
      "type": "string",
      "format": "uuid"
    }
  }
}

create_task

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.

Argument	Type	Description
rate	number	Hourly pay for the expert in EUR
type	string	Default data_labeling
title*	string
domain	string
classes	array	Class names experts choose from
deadline	string
examples	array	Example images by public URL with the class they show. Labeling tasks need one per class before they can open.
language	string	Language of the instructions
pool_ids	array	Pools the task runs on (see list_pools)
expertise	string	What experts need to know, one line

get_results

Finished items with final label, agreement, notes and flags. Page with starting_after (the last item id).

read-only

Argument	Type	Description
limit	integer
since	string
taskId*	string
starting_after	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "taskId"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1
    },
    "since": {
      "type": "string"
    },
    "taskId": {
      "type": "string",
      "format": "uuid"
    },
    "starting_after": {
      "type": "string"
    }
  }
}

get_task

One task with settings, classes, examples, qualification, reference item count and item counts by status.

read-only

Argument	Type	Description
taskId*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "taskId"
  ],
  "properties": {
    "taskId": {
      "type": "string",
      "format": "uuid"
    }
  }
}

list_pools

Pools a task can run on: active curated pools plus your own, with member counts.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

list_tasks

Your AI tasks, newest first, with status and item counts.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

open_dashboard

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.

Argument	Type	Description
taskId	string

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "taskId": {
      "type": "string",
      "format": "uuid"
    }
  }
}

publish_task

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.

Argument	Type	Description
taskId*	string
confirm*	boolean

Input schema (JSON)

{
  "type": "object",
  "required": [
    "taskId",
    "confirm"
  ],
  "properties": {
    "taskId": {
      "type": "string",
      "format": "uuid"
    },
    "confirm": {
      "type": "boolean",
      "const": true
    }
  }
}

update_task

Change a task's settings; only the fields you pass change, examples are added. Does not publish.

Argument	Type	Description
rate	number	Hourly pay for the expert in EUR
title	string
domain	string
taskId*	string
classes	array	Class names experts choose from
deadline	string
examples	array	Example images by public URL with the class they show. Labeling tasks need one per class before they can open.
language	string	Language of the instructions
pool_ids	array	Pools the task runs on (see list_pools)
expertise	string	What experts need to know, one line
allow_note	boolean

{ "type": "object", "required": [ "title" ], "properties": { "rate": { "type": "number", "maximum": 500, "minimum": 5, "description": "Hourly pay for the expert in EUR" }, "type": { "enum": [ "data_labeling", "preference", "evaluation", "red_team", "domain" ], "type": "string", "description": "Default data_labeling" }, "title": { "type": "string", "maxLength": 200, "minLength": 1 }, "domain": { "type": "string" }, "classes": { "type": "array", "items": { "type": "string" }, "maxItems": 50, "description": "Class names experts choose from" }, "deadline": { "type": "string", "pattern": "^\\d{4}-\\d{2}-\\d{2}$" }, "examples": { "type": "array", "items": { "type": "object", "required": [ "url", "label" ], "properties": { "url": { "type": "string", "format": "uri" }, "label": { "type": "string" } } }, "maxItems": 40, "description": "Example images by public URL with the class they show. Labeling tasks need one per class before they can open." }, "language": { "enum": [ "en", "de" ], "type": "string", "description": "Language of the instructions" }, "pool_ids": { "type": "array", "items": { "type": "string", "format": "uuid" }, "description": "Pools the task runs on (see list_pools)" }, "expertise": { "type": "string", "description": "What experts need to know, one line" }, "allow_note": { "type": "boolean" }, "annotation": { "enum": [ "classification", "bounding_box", "segmentation", "attributes" ], "type": "string", "description": "Default classification" }, "instructions": { "type": "string", "description": "Instructions for the experts in Markdown. A table whose first column names the classes becomes the per-class briefing." }, "members_only": { "type": "boolean", "description": "Only members of these pools see the task, even on public pools" }, "multi_select": { "type": "boolean" }, "qualification": { "type": "object", "properties": { "sample": { "type": "integer", "maximum": 1000, "minimum": 5, "description": "Test items per candidate (default 50)" }, "enabled": { "type": "boolean" }, "scoring": { "enum": [ "auto", "customer" ], "type": "string", "description": "auto: scored against reference labels; customer: you approve each candidate" }, "threshold": { "type": "integer", "maximum": 100, "minimum": 50, "description": "Pass mark in percent" }, "days_to_complete": { "type": "integer", "maximum": 30, "minimum": 1 } } }, "allow_cant_tell": { "type": "boolean", "description": "Let experts skip an item without a class (default true)" }, "seconds_per_item": { "type": "integer", "maximum": 3600, "minimum": 1 } } }

{ "type": "object", "required": [ "taskId" ], "properties": { "rate": { "type": "number", "maximum": 500, "minimum": 5, "description": "Hourly pay for the expert in EUR" }, "title": { "type": "string" }, "domain": { "type": "string" }, "taskId": { "type": "string", "format": "uuid" }, "classes": { "type": "array", "items": { "type": "string" }, "maxItems": 50, "description": "Class names experts choose from" }, "deadline": { "type": "string", "pattern": "^\\d{4}-\\d{2}-\\d{2}$" }, "examples": { "type": "array", "items": { "type": "object", "required": [ "url", "label" ], "properties": { "url": { "type": "string", "format": "uri" }, "label": { "type": "string" } } }, "maxItems": 40, "description": "Example images by public URL with the class they show. Labeling tasks need one per class before they can open." }, "language": { "enum": [ "en", "de" ], "type": "string", "description": "Language of the instructions" }, "pool_ids": { "type": "array", "items": { "type": "string", "format": "uuid" }, "description": "Pools the task runs on (see list_pools)" }, "expertise": { "type": "string", "description": "What experts need to know, one line" }, "allow_note": { "type": "boolean" }, "annotation": { "enum": [ "classification", "bounding_box", "segmentation", "attributes" ], "type": "string", "description": "Default classification" }, "instructions": { "type": "string", "description": "Instructions for the experts in Markdown. A table whose first column names the classes becomes the per-class briefing." }, "members_only": { "type": "boolean", "description": "Only members of these pools see the task, even on public pools" }, "multi_select": { "type": "boolean" }, "qualification": { "type": "object", "properties": { "sample": { "type": "integer", "maximum": 1000, "minimum": 5, "description": "Test items per candidate (default 50)" }, "enabled": { "type": "boolean" }, "scoring": { "enum": [ "auto", "customer" ], "type": "string", "description": "auto: scored against reference labels; customer: you approve each candidate" }, "threshold": { "type": "integer", "maximum": 100, "minimum": 50, "description": "Pass mark in percent" }, "days_to_complete": { "type": "integer", "maximum": 30, "minimum": 1 } } }, "allow_cant_tell": { "type": "boolean", "description": "Let experts skip an item without a class (default true)" }, "seconds_per_item": { "type": "integer", "maximum": 3600, "minimum": 1 } } }