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.

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 / 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 cover the safety profile (readOnlyHint=true, destructiveHint=false, openWorldHint=false). The description earns credit beyond that by disclosing the empty-result behavior for brand-new users and instructing the agent not to treat it as terminal, which is genuinely non-obvious. It omits pagination/rate-limit behavior even though a cursor parameter exists, so it is strong but not complete.

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?

Three sentences, front-loaded with the primary when-to-use condition before the exclusion and the edge-case note. Every sentence is doing work (selection, exclusion, fallback), though the new-user empty-result sentence is long and could be split or tightened. Overall appropriately sized for a search entry point.

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?

An output schema exists, so return values need not be explained, and annotations carry the safety profile. However, with 7 parameters at 0% schema coverage and options like type, format, limit, and cursor, the description leaves an agent without guidance on how to narrow or paginate a search. The definition is usable but incomplete for a multi-filter search tool.

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% across 7 parameters, so the description must carry the burden, and it largely does not. It never mentions type, limit, query, cursor, format, artistId, or includeArchived. At best 'artist, release, campaign, or smart link' loosely gestures at the type enum, but 'release' doesn't even match an enum value, leaving the parameters effectively undocumented.

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 frames the tool around a clear scenario—finding a record when the user names an artist, release, campaign, or smart link but the exact record is unknown—which distinguishes it from the get_* siblings that require a known target. The verb ('search') lives in the name, and the resource scope is implied by the enumerated entity types. It stops short of an explicit one-line statement of what it searches or how results are returned, keeping it just below a 5.

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?

It gives an explicit when-to-use condition (unknown record for a named entity) and an explicit when-not (analytics summaries or billing questions once the target is known). It also supplies fallback routing for the empty-result-on-new-user case, pointing to dynamoi_create_smart_links_from_spotify_artist rather than leaving the agent to answer terminally. This covers selection, exclusion, and edge-case routing.

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

All Dynamoi tools Inspect

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