Dynamoi

Get Artist Analytics

dynamoi_get_artist_analytics

Read-only

Use this for "how is my release doing?" and "are my ads working?" questions about an artist's Dynamoi campaigns. Use this when the user wants artist-level performance across all campaigns, including 30-day rollups or daily breakdowns. Pass granularity=DAILY when the user asks for a daily breakdown. Pass format=summary when the user wants a written rollup, a strongest-campaign verdict, or a direct answer you can relay immediately. If this tool already returned the requested strongest-campaign comparison, stop and answer instead of calling more analytics tools. For one campaign's metrics, use dynamoi_get_campaign with includeAnalytics=true.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`format`	No
`artistId`	Yes
`dateRange`	No
`granularity`	No

Output Schema

TableJSON Schema

Name	Required	Description	Default
`code`	No
`data`	No
`kind`	No
`field`	No
`status`	Yes
`draftId`	No
`message`	No
`retryable`	No
`nextAction`	No
`failureStage`	No
`prerequisite`	No
`screeningResult`	No
`retryAfterSeconds`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 6, 2026

changedOutput schema / properties / code / enum

Previous value: -[
-  "ACCOUNT_READ_ONLY",
-  "INVALID_SPOTIFY_SOURCE",
-  "CAPABILITY_REQUIRED",
-  "INSUFFICIENT_SCOPE",
-  "STATE_CONFLICT",
-  "QUOTE_CHANGED",
-  "RATE_LIMITED",
-  "OUTPUT_INVALID",
-  "UNKNOWN_EFFECT"
-]New value: +[
+  "ACCOUNT_READ_ONLY",
+  "INVALID_SPOTIFY_SOURCE",
+  "CAPABILITY_REQUIRED",
+  "INSUFFICIENT_SCOPE",
+  "TENANT_ACCESS_DENIED",
+  "STATE_CONFLICT",
+  "QUOTE_CHANGED",
+  "RATE_LIMITED",
+  "OUTPUT_INVALID",
+  "UNKNOWN_EFFECT"
+]

Changed3 schema fields changedSep 24, 2026

addedOutput schema / properties / draftId

Added value: +{
+  "format": "uuid",
+  "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
+  "type": "string"
+}

addedOutput schema / properties / failureStage

Added value: +{
+  "maxLength": 120,
+  "minLength": 1,
+  "type": "string"
+}

addedOutput schema / properties / screeningResult

Added value: +{
+  "maxLength": 120,
+  "minLength": 1,
+  "type": "string"
+}

Changed2 schema fields changedSep 23, 2026

removedInput schema / $schema

Removed value: -"http://json-schema.org/draft-07/schema#"

removedOutput schema / $schema

Removed value: -"http://json-schema.org/draft-07/schema#"

Changed2 schema fields changedSep 20, 2026

addedInput schema / $schema

Added value: +"http://json-schema.org/draft-07/schema#"

addedOutput schema / $schema

Added value: +"http://json-schema.org/draft-07/schema#"

Changed6 schema fields changedSep 10, 2026

addedOutput schema / properties / code

Added value: +{
+  "enum": [
+    "ACCOUNT_READ_ONLY",
+    "INVALID_SPOTIFY_SOURCE",
+    "CAPABILITY_REQUIRED",
+    "INSUFFICIENT_SCOPE",
+    "STATE_CONFLICT",
+    "QUOTE_CHANGED",
+    "RATE_LIMITED",
+    "OUTPUT_INVALID",
+    "UNKNOWN_EFFECT"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / field

Added value: +{
+  "maxLength": 120,
+  "minLength": 1,
+  "type": "string"
+}

addedOutput schema / properties / nextAction

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "field": {
+      "maxLength": 120,
+      "minLength": 1,
+      "type": "string"
+    },
+    "kind": {
+      "enum": [
+        "provide_input",
+        "read_status",
+        "reconnect",
+        "handoff"
+      ],
+      "type": "string"
+    },
+    "reason": {
+      "maxLength": 240,
+      "minLength": 1,
+      "type": "string"
+    }
+  },
+  "required": [
+    "kind"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / prerequisite

Added value: +{
+  "maxLength": 240,
+  "minLength": 1,
+  "type": "string"
+}

addedOutput schema / properties / retryAfterSeconds

Added value: +{
+  "maximum": 86400,
+  "minimum": 0,
+  "type": "integer"
+}

addedOutput schema / properties / retryable
```
Added value: +{
+  "type": "boolean"
+}
```

Changed6 schema fields changedAug 29, 2026

changedOutput schema / additionalProperties
```
Previous value: -falseNew value: +{}
```
addedOutput schema / properties / data / properties / artistId
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / data / properties / artistName
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / properties / data / properties / dateRange

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "end": {
+      "type": "string"
+    },
+    "start": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "end",
+    "start"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / data / properties / summary
```
Added value: +{
+  "type": "string"
+}
```

removedOutput schema / properties / kind / enum

Removed value: -[
-  "validation",
-  "business",
-  "platform",
-  "unknown"
-]

Changed4 schema fields changedAug 7, 2026

changedOutput schema / additionalProperties
```
Previous value: -{}New value: +false
```

addedOutput schema / properties / data

Added value: +{
+  "additionalProperties": {},
+  "properties": {},
+  "type": "object"
+}

addedOutput schema / properties / kind

Added value: +{
+  "enum": [
+    "validation",
+    "business",
+    "platform",
+    "unknown"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / message
```
Added value: +{
+  "type": "string"
+}
```

Changed1 schema field changedMay 1, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "additionalProperties": {},
+  "properties": {
+    "status": {
+      "enum": [
+        "success",
+        "partial_success",
+        "error"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "status"
+  ],
+  "type": "object"
+}

First observedMay 1, 2026

TDQS

A4.6/5.0

Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint=true, destructiveHint=false, openWorldHint=false), so the bar is lower. The description adds genuinely new behavioral context: format=summary produces a relayable written verdict, and the 'if this tool already returned the comparison, stop' rule prevents redundant calls. It does not mention rate limits, auth requirements, or dateRange defaults, but that is a modest gap against covered annotations.

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

Conciseness4/5

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

Front-loaded with the user questions it answers, then parameter guidance, then the stop rule and the alternative. Every sentence has a job, though the quoted user phrasings and the restated summary-format benefits make it slightly longer than strictly necessary.

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?

An output schema exists, so return values need no explanation. For a four-parameter read-only analytics tool, the description covers when to invoke it, which parameters to set for which intent, when to stop, and which sibling to use instead. Nothing an agent needs to call it correctly is missing.

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

Parameters4/5

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

Schema description coverage is 0%, so the description carries the load, and it does explain the two non-obvious enum parameters: what granularity=DAILY means and what format=summary yields (written rollup, strongest-campaign verdict). artistId and dateRange get no explicit semantics, though their names, UUID format, and start/end patterns make them largely self-evident.

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?

States a specific verb+resource (artist-level performance analytics across all campaigns) and scopes it with 'including 30-day rollups or daily breakdowns'. It explicitly routes the one-campaign case to dynamoi_get_campaign, so an agent can distinguish it from its closest sibling without opening either schema.

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

Usage Guidelines5/5

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

Gives concrete user-intent triggers ('how is my release doing?', 'are my ads working?'), states which parameter to pass for which sub-intent (granularity=DAILY for daily breakdowns, format=summary for a written rollup or verdict), and names the alternative (dynamoi_get_campaign with includeAnalytics=true) for one campaign. It even specifies a stop condition after a strongest-campaign comparison.

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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