Dynamoi

Search Dynamoi

dynamoi_search

Read-only

Use this when the user mentions an artist, release, campaign, or smart link but you do not yet know the exact record to inspect. Do not use this for analytics summaries or billing questions once you already know the target record. If the result is empty for a brand-new user (no artists yet), do not respond 'no records found' as a terminal answer — instead suggest creating their first artist hub via dynamoi_create_smart_links_from_spotify_artist.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`type`	No
`limit`	No
`query`	No
`cursor`	No
`format`	No
`artistId`	No
`includeArchived`	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.

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 / nextCursor
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / properties / data / properties / results

Added value: +{
+  "items": {
+    "additionalProperties": {},
+    "properties": {
+      "id": {
+        "type": "string"
+      },
+      "name": {
+        "type": "string"
+      },
+      "publicUrl": {
+        "type": "string"
+      },
+      "summary": {
+        "type": "string"
+      }
+    },
+    "type": "object"
+  },
+  "type": "array"
+}

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

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

A3.8/5.0

Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the description is not burdened with the safety profile. It adds useful behavioral context: empty results for brand-new users should not be treated as terminal, and the agent should instead suggest creating the first artist hub. This goes beyond the 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?

The description is compact and front-loaded with the primary usage condition, followed by an exclusion and a useful edge-case behavior. It contains minimal fluff, though it could be slightly tighter by moving the empty-result handling into a separate note.

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

Completeness3/5

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

For a 7-parameter tool with no schema descriptions, the description is incomplete: it explains when to call the tool and what to do on empty results, but not how to shape the search (e.g., which parameters to combine, what scope artistId imposes, or how format changes the result). The output schema exists, so return-value details are not required, but parameter usage guidance is missing.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate for undocumented parameters, but it does not. It refers broadly to searching by artist/release/campaign/smart link, which loosely maps to 'query' or 'type', but gives no guidance on limit, cursor, format, artistId, or includeArchived. The 'release' mention also conflicts with the missing 'release' enum value.

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

Purpose4/5

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

The description states a specific action ('search') and a clear goal: finding the exact record to inspect when the user mentions an artist, release, campaign, or smart link. It differentiates from sibling get/list tools by focusing on the pre-identification stage, though the mention of 'release' is slightly inconsistent with the schema's type enum (artist, campaign, smartlink).

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?

The description gives explicit when-to-use guidance ('when... you do not yet know the exact record to inspect') and explicit when-not-to-use guidance ('Do not use this for analytics summaries or billing questions once you already know the target record'). It also names a concrete follow-up action for an empty result, which is strong usage direction.

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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