# Mirabello Immigration Intelligence (com.mirabelloconsultancy/mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.mirabelloconsultancy%2Fmcp/versions/latest)
- Connected to: https://mcp.mirabelloconsultancy.com/mcp
- Homepage: https://www.mirabelloconsultancy.com/mcp
- Repository: https://github.com/mirabello-consultancy/mcp-server
- Scoring rules: v2
- Tools: 68
- Average: 63.5 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Mirabello Immigration Intelligence (com.mirabelloconsultancy/mcp)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Major: 68 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 2928 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `get_structuring_playbook`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: archetype.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument holding is unclear.
- `get_availability_updates`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_property`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `compare_scenarios`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: scenarios[].cc, scenarios[].pathway.
  - Minor: String arguments with no constraint or example: scenarios[].cc, scenarios[].pathway.
  - Minor: No `required` list, so every argument is optional.
- `get_banking_access`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_entry_requirements`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_structuring_roster`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `withholding_map`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `check_visa_free`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `recommend_programmes`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_company_formation`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_country_tax`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_visa_free_destinations`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `compliance_checklist`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
- `estimate_timeline`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_property_law`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `subscribe_changes`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `check_visa_requirement`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `compare_programmes`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_country`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `compare_treaty_position`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `find_charity_jurisdictions`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `find_trust_jurisdictions`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: vehicle.
  - Minor: No `required` list, so every argument is optional.
- `flag_cfc_poe_risk`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_foundation_rules`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_mobility_optionality`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_regulator_registry`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `succession_conflict_map`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `find_low_tax`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_digital_gov_progress`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_nonresident_banking`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_passport_renewal`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
- `plan_global_setup`: 62 / 100
  - Minor: String arguments with no constraint or example: archetype.
  - Minor: No `required` list, so every argument is optional.
- `compare_formation`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `estimate_total_cost`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `query_graph`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: type.
  - Minor: No `required` list, so every argument is optional.
- `get_emigration_flows`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `estimate_malta_passport_fee`: 65 / 100
- `find_formation_jurisdictions`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lane.
  - Minor: No `required` list, so every argument is optional.
- `forced_heirship_risk`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_document_checklist`: 65 / 100
- `get_programme`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_wealth_index`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `matrimonial_regime_screen`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate_briefing`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_capital_controls`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_about`: 67 / 100
- `get_index`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_malta_citizen_service`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_provenance`: 67 / 100
- `get_recent_changes`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_wealth_atlas`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `find_retirement_routes`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_name_change`: 70 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_processing_times`: 70 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_family_pathway`: 71 / 100
  - Minor: No `required` list, so every argument is optional.
- `check_maltese_citizenship_eligibility`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `choice_of_law_options`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `search_properties`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `check_eligibility`: 73 / 100
- `build_sow_pack`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `list_programmes`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `find_pathways`: 78 / 100
  - Major: Says nothing about when to use it, or when not to.
- `residence_evidence_checklist`: 78 / 100
- `find_fastest_citizenship`: 79 / 100
  - Minor: No `required` list, so every argument is optional.
- `plan_path`: 80 / 100
- `book_consultation`: 84 / 100
  - Minor: String arguments with no constraint or example: name.
- `create_enquiry`: 84 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: property_id. Name the tool or the place that returns it, or models look it up first.

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