Mirabello Immigration Intelligence

Book Consultation

book_consultation

Destructive

Request a consultation with a Mirabello Consultancy specialist. Use only when the user asks to be contacted or to book. Requires email + programme interest/message and explicit consent. Side effect: delivers the enquiry to Mirabello and returns a tracked booking URL. Each call sends a separate enquiry, so do not repeat a call that succeeded.

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": {
      "email": "<email>"
    },
    "name": "book_consultation"
  }
}

Input Schema

Name	Required	Description
`goal`	No	why / use-case (e.g. second passport, EU residency, tax, mobility, family relocation)
`name`	No	full name
`email`	Yes	Contact email address for the enquiry. Only ever send an address the user has explicitly provided for this purpose.
`phone`	No	phone / WhatsApp (with country code)
`budget`	No	investment budget or band (e.g. "$250k", "up to $500k")
`source`	No	origin surface of this lead for attribution, e.g. "plan_path" when booking follows a plan_path result
`consent`	No	User consents to share details with Mirabello Consultancy (GDPR). Must be true to deliver.
`message`	No	short comment / interest description
`website`	No	leave blank (spam honeypot)
`timeline`	No	desired timeline (e.g. "ASAP", "6 months", "within a year")
`salutation`	No	salutation / honorific
`family_size`	No	who is included (e.g. "single", "couple", "family of 4") — optional summary; prefer number_of_children + childrens_ages
`nationality`	No	current nationality (country name)
`childrens_ages`	No	children ages, comma-separated (e.g. 5, 12, 17)
`marital_status`	No	married? Yes/No
`preferred_channel`	No	how the client prefers to be contacted
`residence_country`	No	current country of residence (if different from nationality)
`number_of_children`	No	how many children to include
`programme_interest`	No	programme or shortlist of interest (e.g. "st-kitts-cbi" or "CBI Caribbean", or service category: "Citizenship by Investment", "Residency by Investment", "Citizenship by Marriage", "Citizenship by Descent", "Passport Renewal", "Government Advisory")

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.

Changed8 schema fields changedOct 25, 2026

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."

Changed1 schema field changedOct 8, 2026

removedInput schema / properties / lead_heat

Removed value: -{
-  "description": "optional pre-assessed lead heat (e.g. carry the plan_path conversion.lead_heat through) — escalates routing for qualified HNWIs",
-  "enum": [
-    "hot",
-    "warm",
-    "info"
-  ],
-  "type": "string"
-}

Changed1 schema field changedSep 23, 2026

addedInput schema / properties / email / description

Added value: +"Contact email address for the enquiry. Only ever send an address the user has explicitly provided for this purpose."

Changed2 schema fields changedJul 30, 2026

removedInput schema / properties / conversation_summary

Removed value: -{
-  "description": "a short specialist-ready qualification summary of the chat so far (what the person wants, key facts they shared, budget/timeline/nationality signals, objections, open questions). The Mira layer injects this automatically; not for LLM-invented content.",
-  "type": "string"
-}

removedInput schema / properties / transcript

Removed value: -{
-  "description": "the full user↔Mira conversation transcript for the specialist to review. Injected automatically by the Mira layer.",
-  "type": "string"
-}

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"
+}

Changed2 schema fields changedJul 5, 2026

addedInput schema / properties / conversation_summary

Added value: +{
+  "description": "a short specialist-ready qualification summary of the chat so far (what the person wants, key facts they shared, budget/timeline/nationality signals, objections, open questions). The Mira layer injects this automatically; not for LLM-invented content.",
+  "type": "string"
+}

addedInput schema / properties / transcript

Added value: +{
+  "description": "the full user↔Mira conversation transcript for the specialist to review. Injected automatically by the Mira layer.",
+  "type": "string"
+}

Changed2 schema fields changedJun 28, 2026

addedInput schema / properties / lead_heat

Added value: +{
+  "description": "optional pre-assessed lead heat (e.g. carry the plan_path conversion.lead_heat through) — escalates routing for qualified HNWIs",
+  "enum": [
+    "hot",
+    "warm",
+    "info"
+  ],
+  "type": "string"
+}

addedInput schema / properties / source

Added value: +{
+  "description": "origin surface of this lead for attribution, e.g. \"plan_path\" when booking follows a plan_path result",
+  "type": "string"
+}

Changed10 schema fields changedJun 6, 2026

addedInput schema / properties / childrens_ages

Added value: +{
+  "description": "children ages, comma-separated (e.g. 5, 12, 17)",
+  "type": "string"
+}

changedInput schema / properties / family_size / description

Previous value: -"who is included (e.g. \"single\", \"couple\", \"family of 4\")"New value: +"who is included (e.g. \"single\", \"couple\", \"family of 4\") — optional summary; prefer number_of_children + childrens_ages"

addedInput schema / properties / marital_status

Added value: +{
+  "description": "married? Yes/No",
+  "enum": [
+    "Yes",
+    "No"
+  ],
+  "type": "string"
+}

addedInput schema / properties / message / description

Added value: +"short comment / interest description"

addedInput schema / properties / name / description
```
Added value: +"full name"
```

changedInput schema / properties / nationality / description

Previous value: -"current nationality / country of residence"New value: +"current nationality (country name)"

addedInput schema / properties / number_of_children

Added value: +{
+  "description": "how many children to include",
+  "type": "number"
+}

changedInput schema / properties / programme_interest / description

Previous value: -"programme or shortlist of interest (e.g. \"st-kitts-cbi\" or \"CBI Caribbean\")"New value: +"programme or shortlist of interest (e.g. \"st-kitts-cbi\" or \"CBI Caribbean\", or service category: \"Citizenship by Investment\", \"Residency by Investment\", \"Citizenship by Marriage\", \"Citizenship by Descent\", \"Passport Renewal\", \"Government Advisory\")"

addedInput schema / properties / residence_country

Added value: +{
+  "description": "current country of residence (if different from nationality)",
+  "type": "string"
+}

addedInput schema / properties / salutation

Added value: +{
+  "description": "salutation / honorific",
+  "enum": [
+    "Mr.",
+    "Ms.",
+    "Mrs.",
+    "Sheikh",
+    "Prof.",
+    "Dr."
+  ],
+  "type": "string"
+}

Changed8 schema fields changedJun 5, 2026

addedInput schema / properties / budget

Added value: +{
+  "description": "investment budget or band (e.g. \"$250k\", \"up to $500k\")",
+  "type": "string"
+}

addedInput schema / properties / family_size

Added value: +{
+  "description": "who is included (e.g. \"single\", \"couple\", \"family of 4\")",
+  "type": "string"
+}

addedInput schema / properties / goal

Added value: +{
+  "description": "why / use-case (e.g. second passport, EU residency, tax, mobility, family relocation)",
+  "type": "string"
+}

addedInput schema / properties / nationality

Added value: +{
+  "description": "current nationality / country of residence",
+  "type": "string"
+}

addedInput schema / properties / phone

Added value: +{
+  "description": "phone / WhatsApp (with country code)",
+  "type": "string"
+}

addedInput schema / properties / preferred_channel

Added value: +{
+  "description": "how the client prefers to be contacted",
+  "enum": [
+    "email",
+    "phone",
+    "whatsapp",
+    "telegram",
+    "wechat"
+  ],
+  "type": "string"
+}

addedInput schema / properties / programme_interest / description

Added value: +"programme or shortlist of interest (e.g. \"st-kitts-cbi\" or \"CBI Caribbean\")"

addedInput schema / properties / timeline

Added value: +{
+  "description": "desired timeline (e.g. \"ASAP\", \"6 months\", \"within a year\")",
+  "type": "string"
+}

First observedJun 4, 2026

TDQS

A5/5.0

Behavior5/5

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

The description provides rich operational context that goes beyond annotations: it specifies the side effect (delivering the enquiry to Mirabello), the expected output (a tracked booking URL), and a critical non-idempotency warning (do not repeat a call).

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

Conciseness5/5

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

The description is extremely efficient. It moves logically from action to operational constraints to side effects in a concise, front-loaded manner with no superfluous language.

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?

Given the complexity of a 19-parameter form, the description successfully summarizes the operational flow, success criteria (tracked URL), and anti-pattern behavior (duplicate calls), making it fully complete.

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

Parameters5/5

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

While the schema is comprehensive, the description adds vital policy constraints to key parameters like 'email' (must be explicitly provided) and reinforces 'consent' as mandatory for delivery. This is highly valuable despite 100% schema coverage.

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 tool clearly defines its action (Request a consultation) and its purpose (specialist consultation). It is highly distinct from the surrounding sibling tools which are primarily used for checks, listing, or estimation.

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?

Usage is rigidly defined: use ONLY when the user asks to be contacted or to book. It also mandates necessary preconditions (email, consent, and message).

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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