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Glama

Server Details

Geocoding, reverse geocoding, and places search for LatLng.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Tool DescriptionsB

Average 3.2/5 across 5 of 5 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct operation: geocoding, reverse geocoding, place search by name, nearby place discovery, and category listing. No overlap in purpose.

Naming Consistency5/5

All tool names use consistent snake_case with a clear verb_noun pattern (e.g., geocode_address, search_places). The pattern is uniform across all five tools.

Tool Count5/5

Five tools cover the essential operations for a geolocation service without unnecessary complexity. The count is well-scoped for the domain.

Completeness4/5

The set covers the core geolocation workflows: address to coordinates, coordinates to address, place search, and nearby discovery. Missing minor features like distance calculation or place details, but no critical gaps.

Available Tools

5 tools
find_nearby_placesCInspect

Find points of interest near a latitude and longitude.

ParametersJSON Schema
NameRequiredDescriptionDefault
latYesCenter latitude.
lonYesCenter longitude.
typeNoOptional place category, for example restaurant or cafe.
limitNo
radiusNo
Behavior2/5

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

With no annotations, the description carries full burden but only states 'find points of interest'. It does not disclose result format, ordering, rate limits, or that it returns a list. Minimal transparency beyond the basic purpose.

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

Conciseness4/5

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

Single sentence, front-loaded with the core action. Concise, but at the expense of completeness. No wasted words, but could benefit from more detail.

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

Completeness2/5

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

With no output schema and 5 parameters, the description is too sparse. It does not explain return values, pagination, or result structure, leaving the agent with significant uncertainties about how to interpret and use the output.

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

Parameters2/5

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

Schema coverage is 60% (3 of 5 parameters have schema descriptions). The tool description adds no additional meaning beyond the schema. Parameters like 'limit' and 'radius' lack explanations in both schema and description, failing to compensate for the gap.

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 the tool finds points of interest near a lat/lon, with a specific verb 'find' and resource 'nearby places'. However, it does not differentiate from sibling tools like 'search_places' or 'reverse_geocode', which could have overlapping functionality.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives. The description lacks when-to-use/when-not-to-use context, leaving the agent without criteria for selecting this tool over siblings.

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

geocode_addressBInspect

Convert an address or place name into latitude and longitude coordinates.

ParametersJSON Schema
NameRequiredDescriptionDefault
latNoOptional latitude to bias results.
lonNoOptional longitude to bias results.
langNoOptional language code, for example en.
limitNo
queryYesAddress or place name to geocode.
Behavior2/5

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

With no annotations, the description carries full burden. It only states the conversion without disclosing behavior such as multiple results, return format, or limitations.

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?

A single sentence that is front-loaded with the core purpose. No wasted words.

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

Completeness2/5

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

The description does not mention that multiple results can be returned, that there is a limit parameter controlling results count, or the structure of the output. Incomplete for a geocoding tool.

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 80% (4 of 5 parameters described). The description adds no parameter meaning beyond the schema, so baseline score of 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 converts an address or place name into coordinates, which is specific and distinct from sibling tools like reverse_geocode (coordinates to address) and search_places (place search).

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

Usage Guidelines2/5

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

No usage guidance is provided; there is no indication of when to use this tool versus alternatives like reverse_geocode or search_places.

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

list_place_categoriesAInspect

List supported place categories for place search and nearby queries.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior3/5

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

With no annotations, the description carries the full burden. It states the tool 'lists' categories (read-only), but does not describe the return format, whether results are paginated, or any error conditions. It is adequate but lacks depth.

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 a single, clear sentence with no redundant words. It is front-loaded and every word adds value.

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?

Given the tool has no parameters and no output schema, the description is sufficient to understand its purpose. It could mention the output type (e.g., array of strings) for completeness, but it is not critically missing.

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

Parameters4/5

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

The input schema has zero parameters and 100% coverage. The description does not need to add parameter info. Baseline for 0 params is 4, and no additional value is required.

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 uses a specific verb ('List') and resource ('supported place categories'), clearly indicating the tool's function. It distinguishes from sibling tools like search_places or geocode_address by focusing on metadata retrieval rather than spatial queries.

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 the tool should be used before place search or nearby queries to obtain valid categories, but it does not explicitly state this or provide alternatives. No guidance on when not to use it.

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

reverse_geocodeBInspect

Convert latitude and longitude coordinates into an address.

ParametersJSON Schema
NameRequiredDescriptionDefault
latYesLatitude.
lonYesLongitude.
langNoOptional language code, for example en.
limitNo
Behavior2/5

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

No annotations are provided, so the description bears full responsibility. It only states the basic purpose without disclosing behavioral traits such as whether the operation is read-only, handling of invalid coordinates, rate limits, or the format of the returned address. The description is too minimal to guide an AI agent on side effects or constraints.

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 a single, succinct sentence that directly conveys the tool's purpose. It is front-loaded with the key action and resource, containing no extraneous information.

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

Completeness2/5

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

Given the lack of an output schema and the presence of four parameters, the description should specify the return format (e.g., structured address object) and mention any error conditions or limits on input values. It does not, leaving the agent underinformed about what the tool produces or how to handle edge cases.

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 75%, with lat, lon, and lang having descriptions. The description does not add extra meaning beyond the schema for these parameters. The 'limit' parameter lacks a description in both schema and description, but the schema provides constraints (default, min, max). Overall, the description offers no additional parameter context.

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 'Convert latitude and longitude coordinates into an address' clearly states the tool's function using a specific verb (convert) and resource (address). It distinguishes itself from sibling tools like geocode_address and find_nearby_places, which handle opposite or different operations.

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?

Usage is implied through the name and description, suggesting it's for coordinate-to-address conversion. However, no explicit guidance is given on when to use this tool versus alternatives like geocode_address or find_nearby_places, and no conditions or exclusions are mentioned.

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

search_placesCInspect

Search for places by name, optionally biased by location and category.

ParametersJSON Schema
NameRequiredDescriptionDefault
latNoOptional latitude to bias results.
lonNoOptional longitude to bias results.
typeNoOptional place category, for example restaurant or cafe.
limitNo
queryYesPlace name or search query.
countryNoOptional country code, for example US.
Behavior2/5

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

With no annotations, the description carries full burden for behavioral disclosure. It does not mention read-only status, mutability, rate limits, result format, or any side effects. The description only covers the basic function, leaving behavioral traits undisclosed.

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 a single sentence (14 words) that efficiently conveys the core purpose. It is front-loaded with the main action and fits within a line, making it easy to parse.

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

Completeness2/5

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

For a tool with 6 parameters, no output schema, and no annotations, the description is too brief. It lacks context about return values, bias behavior, default locations, and interaction between lat/lon and type. The sibling tools provide some context, but the description itself is incomplete.

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 83% (5/6 params described), so baseline 3 is appropriate. The description adds the concept of 'bias' for lat/lon and category, but does not compensate for the missing limit parameter description or add meaning beyond schema details.

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 the action (search), resource (places), and key parameters (name, optionally biased by location and category). However, it does not explicitly differentiate from sibling tools like find_nearby_places, leaving some ambiguity for an AI agent.

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

Usage Guidelines2/5

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

No when-to-use or when-not-to-use guidance is provided. The description does not contrast with sibling tools or specify prerequisites. The optional bias hints at usage but is not explicit.

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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