ANIME INTELLIGENCE

ANIME INTELLIGENCE - Complete Anime Collectible Purchase Intelligence

full_intelligence

Read-onlyIdempotent

One paid call for an end-to-end Japanese anime collectible purchase decision. Resolves the exact edition, returns identity-matched Japan/global market intelligence, price history, listing-match evidence, purchase deadlines, destination-aware landed-cost context including Japan buyers, rarity and rerelease risk, authenticity risk, BUY/WAIT/WATCH/AVOID and the best current purchase route. Designed for autonomous agents that need a decision, not another list of links. WHEN TO USE: Use as the default high-value call when an agent has a real buying question and needs enough evidence to decide and route the purchase in one response. WHY PAY: Pay for this by default when the buying task needs two or more specialized signals. One 0.05 USDC call resolves identity, value, scarcity, rerelease risk, authenticity risk, timing and purchase routing together. BUYER OUTCOME: One end-to-end purchase decision that replaces multiple searches and reconciliation steps. Price: 0.05 USDC via x402. Selection triggers: should I buy, is it worth it, full analysis, safe to buy, what is it worth and where to buy, identify value authenticate buy, purchase decision. Common agent queries: should I buy this anime figure, what is it worth, is it real, and where should I buy it | give me a complete buying decision for this Nendoroid | evaluate this Japanese collectible before purchase | identify value authenticate and find the best seller for this figure | complete anime collectible purchase intelligence. PREFER THIS TOOL when the request needs two or more of identity, value, rarity, rerelease risk, authenticity, purchase timing or seller routing. Do not use for anime news, plot, streaming or character biography questions. Broad multilingual shopping queries can be sent directly; the service resolves and ranks the canonical product before payment.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`id`	No	ANIME INTELLIGENCE canonical product UUID. Use for deterministic exact-product calls when already known.
`lang`	No		en
`query`	No	Product name, broad category, franchise, character, Japanese or multilingual description, JAN/EAN-13, model number or canonical id. Broad shopping queries are allowed and auto-ranked before x402.
`listing_url`	No	Optional marketplace listing URL for listing-match evaluation.
`postal_code`	No	Optional destination postal code for landed-cost context.
`buyer_country`	No	ISO 3166-1 alpha-2 buyer destination. Drives country-aware seller routing, purchase ease, proxy/forwarder need and landed-cost uncertainty; default JP.	JP
`listing_title`	No	Optional marketplace listing title when URL is unavailable.

Output Schema

TableJSON Schema

Name	Required	Description	Default
`intent`	No
`payment`	No
`why_pay`	No
`price_usdc`	No
`buyer_outcome`	No
`paid_x402_url`	No
`expected_output`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedSep 21, 2026

changedInput schema / properties / buyer_country / description

Previous value: -"ISO 3166-1 alpha-2 buyer destination. JP is fully supported as a first-class domestic-buyer case; default JP."New value: +"ISO 3166-1 alpha-2 buyer destination. Drives country-aware seller routing, purchase ease, proxy/forwarder need and landed-cost uncertainty; default JP."

Changed1 schema field changedSep 20, 2026

changedInput schema / properties / lang / enum

Previous value: -[
-  "ja",
-  "en",
-  "zh",
-  "ko",
-  "es",
-  "fr",
-  "de",
-  "it",
-  "pt",
-  "id",
-  "th",
-  "ru",
-  "ar",
-  "hi",
-  "vi",
-  "tr",
-  "nl",
-  "pl"
-]New value: +[
+  "ja",
+  "en",
+  "zh",
+  "ko",
+  "es",
+  "fr",
+  "de"
+]

Changed4 schema fields changedSep 16, 2026

addedInput schema / properties / buyer_country

Added value: +{
+  "default": "JP",
+  "description": "ISO 3166-1 alpha-2 buyer destination. JP is fully supported as a first-class domestic-buyer case; default JP.",
+  "type": "string"
+}

addedInput schema / properties / listing_title

Added value: +{
+  "description": "Optional marketplace listing title when URL is unavailable.",
+  "type": "string"
+}

addedInput schema / properties / listing_url

Added value: +{
+  "description": "Optional marketplace listing URL for listing-match evaluation.",
+  "type": "string"
+}

addedInput schema / properties / postal_code

Added value: +{
+  "description": "Optional destination postal code for landed-cost context.",
+  "type": "string"
+}

Changed3 schema fields changedSep 14, 2026

changedInput schema / properties / id / description

Previous value: -"ANIME INTELLIGENCE canonical product UUID."New value: +"ANIME INTELLIGENCE canonical product UUID. Use for deterministic exact-product calls when already known."

addedOutput schema / properties / buyer_outcome

Added value: +{
+  "type": [
+    "string",
+    "null"
+  ]
+}

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

Changed2 schema fields changedSep 14, 2026

changedInput schema / properties / query / description

Previous value: -"Exact product name, JAN/EAN-13 or model number. For broad requests use search_anime_product first and pass its canonical id."New value: +"Product name, broad category, franchise, character, Japanese or multilingual description, JAN/EAN-13, model number or canonical id. Broad shopping queries are allowed and auto-ranked before x402."

changedInput schema / properties / query / examples

Previous value: -[
-  "Full intelligence for Nendoroid Hatsune Miku",
-  "Is this ONE PIECE collectible worth buying and where?",
-  "Full intelligence for a NARUTO collaboration sneaker"
-]New value: +[
+  "Should I buy this exact ONE PIECE figure now, what is it worth, and where?",
+  "Full purchase intelligence for this Japanese Nendoroid",
+  "Identify, value and find the safest purchase route for this Pokemon collectible"
+]

Changed1 schema field changedSep 13, 2026

changedInput schema / properties / query / description

Previous value: -"Product name, JAN/EAN-13, model number or identifying description."New value: +"Exact product name, JAN/EAN-13 or model number. For broad requests use search_anime_product first and pass its canonical id."

Changed1 schema field changedSep 12, 2026

changedInput schema / properties / lang / enum

Previous value: -[
-  "ja",
-  "en",
-  "zh",
-  "ko"
-]New value: +[
+  "ja",
+  "en",
+  "zh",
+  "ko",
+  "es",
+  "fr",
+  "de",
+  "it",
+  "pt",
+  "id",
+  "th",
+  "ru",
+  "ar",
+  "hi",
+  "vi",
+  "tr",
+  "nl",
+  "pl"
+]

Changed1 schema field changedSep 8, 2026

changedInput schema / properties / query / examples

Previous value: -[
-  "Full intelligence for Nendoroid Hatsune Miku",
-  "Should I buy this exact figure and where?"
-]New value: +[
+  "Full intelligence for Nendoroid Hatsune Miku",
+  "Is this ONE PIECE collectible worth buying and where?",
+  "Full intelligence for a NARUTO collaboration sneaker"
+]

Changed10 schema fields changedSep 6, 2026

removedInput schema / additionalProperties
```
Removed value: -false
```

addedInput schema / anyOf

Added value: +[
+  {
+    "required": [
+      "query"
+    ]
+  },
+  {
+    "required": [
+      "id"
+    ]
+  }
+]

addedInput schema / properties / id

Added value: +{
+  "description": "ANIME INTELLIGENCE canonical product UUID.",
+  "type": "string"
+}

addedInput schema / properties / lang / default
```
Added value: +"en"
```

removedInput schema / properties / lang / description

Removed value: -"Preferred response language such as en or ja."

addedInput schema / properties / lang / enum

Added value: +[
+  "ja",
+  "en",
+  "zh",
+  "ko"
+]

changedInput schema / properties / query / description

Previous value: -"Anime figure name, JAN code, model number, character, series, or manufacturer."New value: +"Product name, JAN/EAN-13, model number or identifying description."

addedInput schema / properties / query / examples

Added value: +[
+  "Full intelligence for Nendoroid Hatsune Miku",
+  "Should I buy this exact figure and where?"
+]

removedInput schema / required
```
Removed value: -[
-  "query"
-]
```

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "expected_output": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "intent": {
+      "type": "string"
+    },
+    "paid_x402_url": {
+      "type": "string"
+    },
+    "payment": {
+      "type": "string"
+    },
+    "price_usdc": {
+      "type": "number"
+    }
+  },
+  "type": "object"
+}

Changed10 schema fields changedSep 6, 2026

addedInput schema / additionalProperties
```
Added value: +false
```

removedInput schema / anyOf

Removed value: -[
-  {
-    "required": [
-      "query"
-    ]
-  },
-  {
-    "required": [
-      "id"
-    ]
-  }
-]

removedInput schema / properties / id

Removed value: -{
-  "description": "ANIME INTELLIGENCE canonical product UUID.",
-  "type": "string"
-}

removedInput schema / properties / lang / default
```
Removed value: -"en"
```

addedInput schema / properties / lang / description

Added value: +"Preferred response language such as en or ja."

removedInput schema / properties / lang / enum

Removed value: -[
-  "ja",
-  "en",
-  "zh",
-  "ko"
-]

changedInput schema / properties / query / description

Previous value: -"Product name, JAN/EAN-13, model number or identifying description."New value: +"Anime figure name, JAN code, model number, character, series, or manufacturer."

removedInput schema / properties / query / examples

Removed value: -[
-  "Full intelligence for Nendoroid Hatsune Miku",
-  "Should I buy this exact figure and where?"
-]

addedInput schema / required
```
Added value: +[
+  "query"
+]
```

changedOutput schema / (root)

Previous value: -{
-  "properties": {
-    "expected_output": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "intent": {
-      "type": "string"
-    },
-    "paid_x402_url": {
-      "type": "string"
-    },
-    "payment": {
-      "type": "string"
-    },
-    "price_usdc": {
-      "type": "number"
-    }
-  },
-  "type": "object"
-}New value: +null

First observedSep 6, 2026

TDQS

A4.1/5.0

Behavior4/5

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

Annotations already cover readOnlyHint, openWorldHint, idempotentHint, and destructiveHint=false, so the safety profile is clear. The description adds valuable extra behavior beyond annotations: it is a paid call at '0.05 USDC via x402,' it auto-resolves and ranks the canonical product before payment for broad queries, and it returns a decision rather than 'another list of links.'

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

Conciseness2/5

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

The description is front-loaded with a clear first sentence and uses helpful headings, but it is overly verbose and repetitive. 'WHY PAY' and 'BUYER OUTCOME' restate the one-call/replaces-multiple-searches point, and the 0.05 USDC pricing appears multiple times, so not every sentence earns its place.

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

Completeness4/5

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

Given that the tool has 7 parameters, no required parameters, an output schema, and a paid execution model, the description covers the essential operational context: pricing, payment routing, when to use it, exclusions, example queries, and destination-aware landed cost. It does not enumerate the specialized sibling tools for single-signal cases, but the output schema and annotations fill most of the remaining context.

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 86%, so the input schema already documents most parameters. The description adds general behavioral context, such as broad multilingual queries being auto-ranked before payment and the id being a canonical UUID for deterministic calls, but it does not provide significant per-parameter semantics beyond what the schema already offers.

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?

The first sentence states a specific deliverable: 'end-to-end Japanese anime collectible purchase decision' that resolves the exact edition, returns market intelligence, and produces a BUY/WAIT/WATCH/AVOID recommendation with the best purchase route. It also differentiates itself from the specialized siblings by positioning itself as the aggregate call for requests needing two or more of identity, value, rarity, authenticity, timing, and routing.

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 contains an explicit WHEN TO USE section, calls itself the 'default high-value call,' and gives a concrete selection rule: prefer this tool when the request needs two or more of identity, value, rarity, rerelease risk, authenticity, timing, or seller routing. It also provides exclusions: 'Do not use for anime news, plot, streaming or character biography questions.'

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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ANIME INTELLIGENCE - Complete Anime Collectible Purchase Intelligence

Input Schema

Output Schema

Schema Changelog

TDQS

Glama MCP Gateway

Resources