Wiro MCP Server

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by wiroai

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TypeScript

Remote

List Wiro tasks

list_tasks

Read-onlyIdempotent

Retrieve recent model-generation tasks for the authenticated project. Use returned task IDs to access complete results from previous conversations via get_task.

Instructions

List the authenticated project’s recent model-generation tasks. Use this to find work from previous conversations, then call get_task with a returned task ID for the complete result. The caller identity is derived from authentication; no user UUID is accepted.

Input Schema

TableJSON Schema

Name	Required	Description
`limit`	No	Maximum tasks to return (default 20, max 100).
`model`	No	Optional model slug or partial model name filter.
`start`	No	Pagination offset (default 0).

Output Schema

TableJSON Schema

Name	Required	Description	Default
`limit`	Yes
`start`	Yes
`tasks`	Yes
`total`	Yes
`nextStart`	Yes
`nextAction`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedv1.3.0Aug 29, 2026

removedOutput schema / properties / tasks / items / properties / outputs / items / properties / text
```
Removed value: -{
-  "type": "string"
-}
```

addedOutput schema / properties / tasks / items / properties / outputs / items / properties / usage

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "input_tokens": {
+      "maximum": 1000000000000000,
+      "minimum": 0,
+      "type": "integer"
+    },
+    "input_tokens_details": {
+      "additionalProperties": false,
+      "properties": {
+        "audio_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "cache_write_1h_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "cache_write_5m_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "cache_write_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "cached_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "image_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "text_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "video_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        }
+      },
+      "type": "object"
+    },
+    "output_tokens": {
+      "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+    },
+    "output_tokens_details": {
+      "additionalProperties": false,
+      "properties": {
+        "accepted_prediction_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "audio_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "image_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "reasoning_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "rejected_prediction_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "text_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "video_tokens": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        }
+      },
+      "type": "object"
+    },
+    "server_tool_use": {
+      "additionalProperties": false,
+      "properties": {
+        "bash_code_execution_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "code_execution_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "computer_use_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "file_search_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "image_generation_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "text_editor_code_execution_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "web_fetch_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        },
+        "web_search_requests": {
+          "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+        }
+      },
+      "type": "object"
+    },
+    "total_tokens": {
+      "$ref": "#/properties/tasks/items/properties/outputs/items/properties/usage/properties/input_tokens"
+    }
+  },
+  "required": [
+    "input_tokens",
+    "output_tokens",
+    "total_tokens"
+  ],
+  "type": "object"
+}

Changed2 schema fields changedv1.2.3Aug 25, 2026

changedInput schema / $schema

Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"

changedOutput schema / $schema

Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"

Addedv1.2.1Aug 2, 2026

TDQS

A4.3/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false. The description adds meaningful behavior beyond these: the caller identity is derived from authentication and no user UUID is accepted, which is important for invocation. It also specifies the 'recent' temporal scope.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with purpose, followed by usage workflow and an essential authentication constraint. Every sentence earns its place; there is no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is low-complexity with 0 required parameters, robust annotations, 100% schema coverage, and an output schema present. The description covers purpose, scope, follow-up workflow, and authentication, leaving no significant gap for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents the limit, model, and start parameters. The description adds no additional parameter-level meaning, but none is needed given the complete schema descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Begins with a specific verb and resource: 'List the authenticated project's recent model-generation tasks.' It clearly scopes the operation to recent tasks and distinguishes it from the sibling get_task by mentioning that get_task returns the complete result for a returned task ID.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when to use the tool: 'Use this to find work from previous conversations, then call get_task with a returned task ID.' This provides clear context and the follow-up workflow, though it does not name alternative list/filter tools or explicitly state when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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