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Glama

Server Details

Free city-walk planner: day-by-day self-guided walking itineraries for 50+ cities. No sign-up.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Glama
MCP server

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Usage analytics

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Tool DescriptionsA

Average 4.2/5 across 3 of 3 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clearly distinct purpose: listing cities, looking up a specific place, and generating a walking itinerary. There is no overlap or ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case: get_place, list_cities, plan_city_walk. No mixing of conventions.

Tool Count4/5

Three tools is appropriate for a focused server that provides city walking plans. It covers the core workflow without being excessive, though a few more tools for customization could be added.

Completeness4/5

The tools cover the essential operations: checking supported cities, looking up a place, and generating a plan. Minor gaps like editing or filtering places are mitigated by the external link for further actions.

Available Tools

3 tools
get_placeAInspect

Look up one place in a city's CityWalk Plan catalog (type, neighborhood, suggested duration, description, coordinates, Wikipedia link).

ParametersJSON Schema
NameRequiredDescriptionDefault
cityYesCity name or slug.
placeYesPlace name or part of it, e.g. 'Louvre'.
Behavior3/5

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

No annotations are provided, so the description bears the entire burden of behavioral disclosure. It implies a read-only lookup by using 'look up', but it does not explicitly state idempotency, error handling (e.g., if the place is not found), or matching behavior (exact vs fuzzy). Listing return fields adds transparency but leaves gaps.

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, front-loaded sentence that wastes no words. It immediately states the action ('Look up one place'), specifies the data source, and lists return fields in parentheses.

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?

For a simple lookup tool with two parameters and no output schema, the description adequately conveys the return shape by listing fields. It lacks explicit mention of singular vs plural result format but 'one place' implies a single object. No significant gaps given tool simplicity.

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 description coverage is 100% with both parameters already described concisely in the input schema. The tool description repeats those exact descriptions, adding no new semantic meaning. With high schema coverage, 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 looks up one place in a city's CityWalk Plan catalog and enumerates the returned fields (type, neighborhood, suggested duration, etc.). This specific verb-resource combination distinguishes it from siblings list_cities and plan_city_walk.

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 that the tool is used when you need details on a specific place, but it provides no explicit guidance on when to use this tool versus alternatives (e.g., list_cities or plan_city_walk), nor does it mention prerequisites or exclusions.

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

list_citiesAInspect

List the 50+ cities CityWalk Plan can build a walking itinerary for, grouped by region. Call this first if unsure whether a city is supported.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Behavior4/5

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

No annotations provided, so description carries full burden. It states a read-only listing operation with no side effects, which is adequately transparent.

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 concise sentences with no wasted words; front-loaded with purpose and usage guidance.

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

Completeness5/5

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

For a parameterless listing tool, the description fully covers what it does and when to use it, with no missing information.

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?

No parameters exist, and schema coverage is 100%, so baseline is 3. Description adds no parameter info but doesn't need to.

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 lists over 50 supported cities grouped by region, distinguishing it from sibling tools like get_place and plan_city_walk.

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

Usage Guidelines5/5

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

Explicit guidance: 'Call this first if unsure whether a city is supported' provides clear context for when to use this tool.

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

plan_city_walkAInspect

Generate a day-by-day walking itinerary for a city from CityWalk Plan's hand-curated catalog. Stops are real places with verified coordinates (not AI-invented), grouped by neighborhood so each day stays in one area with minimal backtracking. Returns the itinerary plus a citywalkplan.com link to edit/share/export it.

ParametersJSON Schema
NameRequiredDescriptionDefault
cityYesCity name or slug, e.g. 'Paris', 'tokyo', 'New York'.
daysNoNumber of days (1-7). Default 3.
paceNoeasy ~3 stops/day, balanced ~4, packed ~5. Default balanced.
must_seeNoOptional place names to prioritize, e.g. ['Eiffel Tower'].
Behavior4/5

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

No annotations provided, so description carries full burden. It discloses that stops are real with verified coordinates (not AI-invented), grouped by neighborhood to minimize backtracking, and returns a shareable link. This gives good insight into behavior beyond 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.

Conciseness5/5

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

Three sentences, front-loaded with purpose, each sentence adds value: purpose, quality/grouping, output. No unnecessary words.

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 no output schema and moderate complexity, description covers key aspects: input, quality of stops, grouping strategy, output format. Could benefit from brief mention of itinerary structure (e.g., stops per day, times) but sufficient.

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 description coverage is 100%, so baseline is 3. Description adds context about grouping by neighborhood which relates to days/pace, but doesn't elaborate on each parameter beyond what schema already provides.

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?

Description clearly states it generates a day-by-day walking itinerary for a city, specifying it uses a hand-curated catalog of real places. It distinguishes from siblings like get_place and list_cities which are for single places or city lists.

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?

Clear context: use when you need a multi-day walking itinerary for a city. Siblings are different tools; no explicit when-not-to-use, but purpose is unambiguous.

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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