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Mirabello Immigration Intelligence

Country Intelligence

get_country
Read-onlyIdempotent

Country immigration profile (beyond investment migration): ALL screened pathways for a country — skilled-work, digital-nomad, retirement, citizenship-by-descent, naturalisation, study, family etc. — each with requirements, cost, processing, rights, path to PR/citizenship and the official source. Use the ISO-3166 alpha-2 code (e.g. CA, GB, DE, PT).

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "cc": "<cc>"
    },
    "name": "get_country"
  }
}

Input Schema

NameRequiredDescriptionDefault
ccYesISO alpha-2 country code
pathwayNooptional: one pathway id to return
nationalityNooptional: the applicant's citizenship (ISO alpha-2 or name). For an EU/EEA/Swiss citizen in an EU/EEA country or Switzerland, free movement is shown as their route, national visas are marked not needed and golden visas are omitted.

Output Schema

NameRequiredDescriptionDefault
errorNo
termsNo
sourceNo
book_urlNo
providerNo
disclaimerNo
data_updatedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed8 schema fields changed
    • 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."
  2. Changed3 schema fields changed
    • 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."
  3. Changed1 schema field changed
    • addedInput schema / properties / nationality
      Added value: +{
      +  "description": "optional: the applicant's citizenship (ISO alpha-2 or name). For an EU/EEA/Swiss citizen in an EU/EEA country or Switzerland, free movement is shown as their route, national visas are marked not needed and golden visas are omitted.",
      +  "type": "string"
      +}
  4. Changed1 schema field changed
    • 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"
      +}
  5. Added

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world behavior, so the bar is lower. The description adds output-content context (requirements, cost, processing, rights, path to PR/citizenship, official source) and a nationality-dependent filtering behavior (golden visas omitted, free movement shown for EU/EEA/Swiss citizens), which is real behavioral value beyond 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 scope statement, then input format — good ordering with no filler sentences. The long parenthetical enumeration of pathway types is dense but each item conveys scope an agent may need to match a query.

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 and annotations cover the safety profile, so the description only needs to convey scope and input format — both are present, including what each pathway record contains. The only gap, sibling routing, is mild for a lookup tool keyed by a unique country code.

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 100%, so the schema already documents 'cc', 'pathway', and 'nationality' including the EU/EEA filtering rule. The description only restates the ISO alpha-2 format with examples; it adds no semantics for the two optional parameters. Baseline 3 is appropriate.

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 and resource ('Country immigration profile') and scopes it precisely: 'ALL screened pathways for a country' with an explicit enumeration of the pathway types covered. The phrase 'beyond investment migration' distinguishes it from programme-specific siblings like get_programme and compare_programmes.

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

Usage Guidelines3/5

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

Usage is implied — call it with a country code to get that country's full immigration profile — and the description gives input format guidance ('Use the ISO-3166 alpha-2 code'). But it never names an alternative (find_pathways, get_programme) or states when not to use this tool, despite several overlapping siblings.

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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