Private v2025-10-01 13 Domains

Thailand Expat & Relocation Dataset

Comprehensive multi-domain knowledge: immigration pathways, cost modeling, area intelligence, rentals, property acquisition, education, healthcare & cultural adaptation.

Access Note: Private composite dataset – engagement required for access & extensions.

Domains

The dataset spans multiple thematic domains; each domain maintains independent JSON artifacts enabling selective refresh and schema evolution without cross-domain coupling.

immigration visa banking budgets areas rentals realestate education culture healthcare guides relocation retirement

Static Resources

Direct URI-addressable resources available to tools & prompts via MCP resource resolution.

thailand://visa/types static
thailand://visa/routes static
thailand://banking/accounts static
thailand://areas static
thailand://realestate/ownership static
thailand://education/schools static
thailand://culture/topics static
thailand://healthcare/overview static

Parameterized Templates

Dynamic resource patterns with path variables that allow scoped retrieval without heavy full-surface payloads.

thailand://visa/checklist/{visa_type} param
thailand://budget/estimate/{city}/{household}/{level} param
thailand://rental/process/{property_type} param
thailand://realestate/due-diligence/{property_type} param
thailand://areas/{area} param
thailand://healthcare/hospitals/{city} param

Schema Highlights

Representative slices (truncated) showing normalized key patterns across sub-domains.

Visa Route

{"code":"LTR-DIGITAL","sequence":[{"action":"Apply","duration_days":60,"fee_thb":50000}]}

Budget Profile

{"profiles":{"family":{"mid":{"rent":45000,"education":60000}}}}

Area Entry

{"name":"Chiang Mai","slug":"chiang-mai","lifestyle":["creative","slower"],"amenities":{"coworking":["Punspace"]}}

Ownership Rule

{"foreign_ownership":{"condo_freehold":{"allowed":true,"notes":["49% quota","FET evidence required"]}}}

Leverage Structured Context

Integrate this dataset via MCP tools & resource URIs for deterministic planning, comparison and validation – avoiding brittle oversized prompts.