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Glama

Location and Timezone MCP Server by RoxyAPI

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Server Details

City geocoding and timezone resolution for birth data, for AI agents, one API key.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

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MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

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Tool DescriptionsA

Average 4.2/5 across 3 of 3 tools scored.

Server CoherenceA
Disambiguation4/5

The three tools have distinct purposes: listing countries, fetching cities for a country, and searching cities by name. However, the second tool's name misleadingly suggests it returns countries rather than cities, which could cause minor confusion.

Naming Consistency2/5

The naming pattern is inconsistent: 'get_location_countries_iso2' is misnamed because its description says it returns cities, not countries. The other two tool names are accurate but the overall pattern is broken by this mismatch.

Tool Count5/5

With 3 tools covering country listing, city retrieval by country, and city search, the count is well-scoped for a location/timezone server. Each tool earns its place without being too few or too many.

Completeness4/5

The tool set covers key functionalities: enumerating countries, retrieving cities with timezone data, and search. A minor gap is the lack of a direct timezone lookup by coordinates, but for its stated purpose it is reasonably complete.

Available Tools

3 tools
get_location_countriesList all countries - ISO codes and city coverageAInspect

Returns every country with ISO 3166-1 alpha-2 and alpha-3 codes, plus the number of searchable cities per country. Use this endpoint to build country dropdown menus, regional filters, or to check city coverage before querying. Sorted alphabetically by country name. Covers Europe, Americas, Asia, Middle East, Africa, and Oceania.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum items to return per page. Range: 1-250, default 50.
offsetNoNumber of items to skip for pagination. Default 0.
Behavior4/5

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

With no annotations, the description carries full burden. It discloses return contents (codes, city counts), sorting order, and global coverage. No mention of mutation or destructive actions—appropriate for a read-only list endpoint.

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?

Three sentences each serving a distinct purpose: output definition, usage suggestions, and organizational details. No unnecessary words or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description sufficiently covers the tool's functionality for a simple listing tool. Although there is no output schema, the description indicates what is returned (ISO codes, city counts) and the sorting. Parameter handling is clear.

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 coverage is 100% and both parameters (limit, offset) are well-documented with defaults, ranges, and examples. The description adds no additional meaning beyond what the schema provides, so 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?

The description clearly states the tool returns every country with ISO 3166-1 alpha-2 and alpha-3 codes and number of searchable cities. It distinguishes itself from siblings like get_location_countries_iso2 (likely only ISO2) and get_location_search by its comprehensive scope.

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

Usage Guidelines4/5

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

The description explicitly lists use cases: building dropdown menus, regional filters, checking city coverage before querying. It provides context on sorting and regional coverage but does not explicitly contrast with sibling tools within the description itself.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_location_countries_iso2Get cities in a country - Geocoding directory sorted by populationAInspect

Returns all cities for a specific country, identified by ISO 3166-1 alpha-2 code (e.g. DE for Germany, FR for France, GB for United Kingdom, US for United States). Each city includes geographic coordinates, IANA timezone, and DST-aware UTC offset for direct use in astrology birth chart, horoscope, transit, and panchang calculations. Cities sorted by population with the largest metropolitan areas first.

ParametersJSON Schema
NameRequiredDescriptionDefault
iso2YesISO 3166-1 alpha-2 country code, case-insensitive. Common codes: DE (Germany), FR (France), GB (United Kingdom), US (United States), ES (Spain), IT (Italy), NL (Netherlands), IN (India), BR (Brazil), JP (Japan).
limitNoMaximum items to return per page. Range: 1-100, default 20.
offsetNoNumber of items to skip for pagination. Default 0.
Behavior4/5

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

No annotations provided, so the description carries full burden. It discloses that cities are sorted by population and includes geographic coordinates, timezone, and DST-aware UTC offset, with a mention of their use in astrology calculations. It does not discuss rate limits or error handling, but the behavioral details are sufficient for a data retrieval tool.

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?

Two sentences: first states the main purpose, second adds output details and use case. No superfluous text. Front-loaded with key information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema, but the description explains the return fields (coordinates, timezone, offset) and the use case (astrology calculations). For a list tool with parameters fully described in schema, this provides sufficient context.

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 covers 100% of parameters with descriptions. The description adds examples for iso2 and notes case-insensitivity, but does not significantly enhance meaning for limit and offset beyond the schema. Baseline is 3 due to full schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it returns all cities for a specific country identified by ISO 3166-1 alpha-2 code. It specifies the resource ('cities') and action ('returns'). However, it does not explicitly differentiate from sibling tools like get_location_countries or get_location_search, though the purpose is distinct.

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?

The description implies usage for retrieving cities in a country but does not provide explicit guidance on when to use this tool versus alternatives like get_location_search. No exclusions or conditions are mentioned.

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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