Skip to main content
Glama

Server Details

Cost of living, fair global pay, healthcare costs, nomad visas and tax residency. Free, no key.

Ownership verified

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status
Unhealthy
Uptime
25.0% over 23 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A3.7/5.0

Scored across 57 tools

Disambiguation2/5

Multiple tool clusters have genuinely blurry boundaries. The residency family is the clearest problem: check_travel_residency explicitly supersedes check_schengen, check_residency, and check_tax_residency_risk, yet all four remain live, inviting misselection. Cost tools also overlap (compare_countries, compare_total_cost, compare_housing, estimate_micro_costs, calculate_ppp all return price-level figures), and the sheer 25-tool compare_* family means an agent must navigate near-synonymous verbs like compare_countries vs compare_total_cost even with excellent descriptions.

Naming Consistency3/5

The dominant verb_noun pattern is strong and heavily used (25 compare_* tools, plus calculate_*, check_*, find_*, estimate_*), which gives the set a recognizable rhythm. However, roughly a fifth of the tools use noun-phrase or adjective-noun names that break the convention (travel_advice, passport_power, property_rules, legal_profile, health_prep, arrival_cost, required_rate, withholding_tax), and the check_* vs compare_* split is semantically fuzzy since both verbs describe information-gathering rather than clearly distinct actions.

Tool Count2/5

57 tools is more than double the 25+ threshold for 'too many' and creates a heavy selection burden even for a genuinely broad domain. The 25 near-identical compare_* verbs alone are overwhelming, and whole families (four residency checkers, four find_*_visas tools) could be consolidated into parameterized tools without losing capability.

Completeness4/5

The expat/remote-worker/FIRE decision surface is covered with unusual thoroughness: entry routes, arrival costs, monthly costs, income, six tax tools, housing, healthcare, safety, connectivity, climate, work norms, banking, property, law, pensions, and retirement all have dedicated tools, plus an aggregator (country_dossier) to tie them together. Minor gaps exist—ordinary employee work visas, education quality, internet censorship, and utilities/currency controls have no tool—but none creates a dead end for the core use cases.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 7 tool updates
    • Addedcompare_childcare_cost
    • Addedcompare_egov
    • Addedcompare_health_capacity
    • Addedcompare_tax_burden
    • Addedcompare_trade_customs
    • Addedfind_student_visas
    • Addedproperty_rules
  2. 4 tool updates
    • Addedcompare_business_entry
    • Addedcompare_effective_tax
    • Addedfind_founder_visas
    • Addedwithholding_tax
  3. 3 tool updates
    • Addedcompare_pension_systems
    • Addedfind_retirement_visas
    • Addedretire_on_budget
  4. 3 tool updates
    • Addedcompare_safety_stats
    • Addedhealth_prep
    • Addedtravel_advice
  5. 3 tool updates
    • Addedcompare_tax_rates
    • Addedcompare_vat
    • Addedlegal_profile
  6. 6 tool updates
    • Addedcompare_banking_access
    • Addedcompare_inflation
    • Addedcountry_dossier
    • Addedlist_datasets
    • Addedpension_abroad
    • Addedremittance_cost
  7. 3 tool updates
    • Addedcompare_working_time
    • Addedestimate_employer_cost
    • Addedplan_team_calendar
  8. 2 tool updates
    • Addedbuild_pay_range
    • Addedcompare_occupation_pay
  9. 26 tool updates
    • First observedarrival_cost
    • First observedcalculate_ppp
    • First observedcalculate_runway
    • First observedcalculate_wage_bands
    • First observedcheck_residency
    • First observedcheck_schengen
    • First observedcheck_tax_residency_risk
    • First observedcheck_travel_residency
    • First observedcompare_climate
    • First observedcompare_connectivity
    • First observedcompare_contract
    • First observedcompare_countries
    • First observedcompare_country_risk
    • First observedcompare_healthcare
    • First observedcompare_housing
    • First observedcompare_public_holidays
    • First observedcompare_total_cost
    • First observedestimate_micro_costs
    • First observedfind_fire_locations
    • First observedfind_meeting_slot
    • First observedfind_nomad_visas
    • First observedlocalize_salary
    • First observedpassport_power
    • First observedrank_livability
    • First observedrequired_rate
    • First observedselect_region

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables geographic parity analysis with 26 read-only tools covering purchasing power, salary localization, cost of living, nomad visas, tax residency, FIRE planning, and relocation costs.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Travel compliance and trip planning for digital nomads — visa requirements, tax residency analysis, Schengen 90/180-day tracking, and curated accommodation, transport, and experience search across 189 European destinations.
    7
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Cost of living, CPI, PPP, and regional price data for 190+ countries. Semantic endpoints with natural language parameters. MCP server for AI agents.
    MIT
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources