Mirabello Immigration Intelligence

Wealth Index

get_wealth_index

Read-onlyIdempotent

CLIENT-WEIGHTED wealth-protection composite over the Atlas pillars. Pass your own weights (any of tax_efficiency, structure_strength, residence_clarity, crypto_clarity, succession_certainty, regulatory_transparency, institutional_stability) to score jurisdictions for a SPECIFIC client profile — there is no single public "best" ranking because the right weighting depends on the client. Omit weights for an illustrative default composite. Pass cc for one jurisdiction, or limit for the top N. Pure projection over Mirabello-verified data; illustrative comparative score, NOT advice.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "get_wealth_index"
  }
}

Input Schema

Name	Required	Description
`cc`	No	Country: ISO 3166-1 alpha-2 code (e.g. "PT", "AE", "KN") or its name in any of the 11 site languages ("Portugal", "Schweiz", "UAE"); input_notes shows how it was read.
`limit`	No	Maximum number of items to return. Responses can be large; use this to keep the answer small.
`weights`	No	Optional weighting overrides for the index pillars, as an object of pillar name to weight; omit for the published default weights.

Output Schema

Name	Required	Description	Default
`error`	No
`terms`	No
`source`	No
`book_url`	No
`provider`	No
`disclaimer`	No
`data_updated`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed9 schema fields changedOct 25, 2026

changedInput schema / properties / cc / description

Previous value: -"ISO 3166-1 alpha-2 country code, uppercase (e.g. \"PT\" Portugal, \"AE\" United Arab Emirates, \"KN\" St Kitts and Nevis)."New value: +"Country: ISO 3166-1 alpha-2 code (e.g. \"PT\", \"AE\", \"KN\") or its name in any of the 11 site languages (\"Portugal\", \"Schweiz\", \"UAE\"); input_notes shows how it was read."

changedOutput schema / description

Previous value: -"Mirabello response envelope. Tool-specific fields vary; the provenance/disclaimer envelope is always present."New value: +"Mirabello envelope; tool fields vary; error only on failure."

removedOutput schema / properties / book_url / description

Removed value: -"Link to request a consultation with a Mirabello specialist, for a personal case."

removedOutput schema / properties / data_updated / description

Removed value: -"Date the underlying dataset was last updated."

removedOutput schema / properties / disclaimer / description

Removed value: -"Information, not legal/tax/financial/immigration advice; figures indicative."

removedOutput schema / properties / error / description

Removed value: -"Present only when the request could not be fulfilled."

removedOutput schema / properties / provider / description
```
Removed value: -"Always \"Mirabello Consultancy\"."
```

removedOutput schema / properties / source / description

Removed value: -"Attribution for the data, when it is not Mirabello Consultancy itself."

removedOutput schema / properties / terms / description

Removed value: -"Acceptable-use and information-not-advice terms."

Changed3 schema fields changedOct 8, 2026

removedOutput schema / properties / book_a_consultation

Removed value: -{
-  "description": "URL to book a Mirabello consultation.",
-  "type": "string"
-}

addedOutput schema / properties / book_url

Added value: +{
+  "description": "Link to request a consultation with a Mirabello specialist, for a personal case.",
+  "type": "string"
+}

changedOutput schema / properties / source / description

Previous value: -"Attribution for the data."New value: +"Attribution for the data, when it is not Mirabello Consultancy itself."

Changed5 schema fields changedSep 23, 2026

addedInput schema / properties / cc / description

Added value: +"ISO 3166-1 alpha-2 country code, uppercase (e.g. \"PT\" Portugal, \"AE\" United Arab Emirates, \"KN\" St Kitts and Nevis)."

addedInput schema / properties / cc / examples
```
Added value: +[
+  "PT",
+  "AE"
+]
```

addedInput schema / properties / limit / description

Added value: +"Maximum number of items to return. Responses can be large; use this to keep the answer small."

addedInput schema / properties / limit / examples
```
Added value: +[
+  10
+]
```

addedInput schema / properties / weights / description

Added value: +"Optional weighting overrides for the index pillars, as an object of pillar name to weight; omit for the published default weights."

Changed1 schema field changedJul 27, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "additionalProperties": true,
+  "description": "Mirabello response envelope. Tool-specific fields vary; the provenance/disclaimer envelope is always present.",
+  "properties": {
+    "book_a_consultation": {
+      "description": "URL to book a Mirabello consultation.",
+      "type": "string"
+    },
+    "data_updated": {
+      "description": "Date the underlying dataset was last updated.",
+      "type": "string"
+    },
+    "disclaimer": {
+      "description": "Information, not legal/tax/financial/immigration advice; figures indicative.",
+      "type": "string"
+    },
+    "error": {
+      "description": "Present only when the request could not be fulfilled.",
+      "type": "string"
+    },
+    "provider": {
+      "description": "Always \"Mirabello Consultancy\".",
+      "type": "string"
+    },
+    "source": {
+      "description": "Attribution for the data.",
+      "type": "string"
+    },
+    "terms": {
+      "description": "Acceptable-use and information-not-advice terms.",
+      "type": "string"
+    }
+  },
+  "type": "object"
+}

AddedJun 27, 2026

TDQS

A4/5.0

Behavior4/5

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

Annotations already cover read-only, idempotent, closed-world behavior, and the description still adds substance: the score is a pure projection over Mirabello-verified data, is illustrative, and is explicitly NOT advice. It also heads off the false expectation of a single authoritative ranking. A note on how large default responses are would complete it.

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 scope-defining sentence comes first, followed by usage modes and then the disclaimers. It is dense but every clause carries information; only the emphasis casing is slightly noisy.

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?

With an output schema present, return values need not be described, and annotations cover safety. The description supplies the pillar vocabulary, the weighting rationale, and the not-advice caveat, leaving only default composite composition and response size unaddressed.

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 coverage is 100%, so the baseline is 3, but the description adds meaning the schema lacks: it enumerates every valid pillar key for the nested weights object and explains the omit-for-default behavior, which the schema only states generically.

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?

States a specific verb+resource: a client-weighted wealth-protection composite over the Atlas pillars that scores jurisdictions. It is clearly not a lookup of a single country (get_country) nor a raw atlas read (get_wealth_atlas), though the sibling distinction is only implicit rather than named.

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?

Gives clear operating modes: pass custom weights for a specific client profile, omit them for the default composite, pass cc for one jurisdiction or limit for the top N. It does not explicitly say when to prefer this over get_index or get_wealth_atlas, so the alternative routing is left to inference.

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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