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Glama

Server Details

Visa eligibility matcher and immigration intelligence for MCP-compatible AI assistants.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Glama
MCP server

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Tool DescriptionsA

Average 3.9/5 across 5 of 5 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool serves a clearly distinct purpose: comparison, overview, matching, search by nationality, and detailed info. No overlap or ambiguity.

Naming Consistency5/5

All tools follow a consistent 'transita_verb_noun' pattern, with clear and predictable naming (e.g., compare_visas, visa_details).

Tool Count5/5

Five tools cover the essential workflows for a visa assistant, from discovery (search, overview) to detailed comparison and matching. Neither too few nor too many.

Completeness5/5

The set provides a complete surface for exploring visa options: country overview, nationality-based search, profile matching, direct comparison, and detailed individual visa specs. No obvious missing operations.

Available Tools

5 tools
transita_compare_visasCompare visasAInspect

Compare 2-3 visa pathways side-by-side. Returns processing time, cost, validity, PR-pathway, and a delta summary highlighting the fastest, cheapest, and most permanent option.

ParametersJSON Schema
NameRequiredDescriptionDefault
visa_idsYes
Behavior4/5

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

With no annotations provided, the description must carry the behavioral burden. It discloses that the tool returns a delta summary highlighting fastest, cheapest, and most permanent option, implying a read-only comparison. However, it does not explicitly state non-destructiveness, authentication needs, or rate limits.

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 two sentences: the first states the purpose concisely, the second lists specific outputs. No wasted words. It is front-loaded and efficiently communicates 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?

Given the tool has one parameter, no output schema, and no annotations, the description covers the return values (processing time, cost, validity, PR-pathway, delta summary). It lacks details on error handling or invalid input, but is largely complete for its complexity.

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?

The schema defines the only parameter 'visa_ids' with constraints (min 2, max 3 strings), achieving 0% schema description coverage. The description does not add extra meaning beyond the schema constraints; it only says 'compare 2-3 visa pathways'. The schema itself provides the structure, so baseline is 3.

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's function: comparing 2-3 visa pathways side-by-side. It lists specific output fields (processing time, cost, validity, PR-pathway, delta summary) and distinguishes it from siblings by focusing on comparison.

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 comparing multiple visa options but does not explicitly state when to use this tool over siblings like transita_visa_details (single visa) or transita_match_visas (matching). No exclusions or alternative guidance is provided.

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

transita_country_overviewCountry overviewAInspect

Get summary data for a destination country: number of visa pathways, EU member status, score dimensions, drawbacks, top cities with rent ranges, and PR/citizenship timelines.

ParametersJSON Schema
NameRequiredDescriptionDefault
country_codeYes
Behavior2/5

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

No annotations provided; description does not disclose behavioral traits (e.g., read-only, side effects, rate limits). Only lists output content.

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?

Single sentence efficiently lists returned data points. Front-loaded and no extraneous words.

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

Completeness3/5

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

Description adequately lists returned fields, but lacks details on limitations, error handling, or output schema. Adequate for a simple overview tool.

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 0%; description does not explain the country_code parameter format or constraints beyond implying it refers to a destination country.

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 the tool returns summary data for a destination country and lists specific data points (visa pathways, EU status, etc.). Distinct from sibling tools like transita_compare_visas.

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?

Purpose is clear, but no explicit guidance on when to use this tool vs alternatives. Implied use for country overviews; siblings handle comparison/match.

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

transita_match_visasMatch visasAInspect

Score a user's profile against every visa pathway Transita supports. Returns the top matches ranked by eligibility, with timeline, cost, and links to official sources. EU citizens automatically surface freedom-of-movement options first.

ParametersJSON Schema
NameRequiredDescriptionDefault
ageNo
goalNo
timelineNo
educationNo
income_usdNo
work_fieldNo
work_yearsNo
citizenshipYes
current_countryNo
target_countriesNo
Behavior3/5

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

With no annotations, the description carries full burden. It discloses that the tool ranks results by eligibility, includes timeline and cost, and handles EU citizens specially. However, it does not mention whether the tool is read-only or if there are side effects, which with zero annotations leaves some behavioral ambiguity.

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 two sentences with no wasted words. The first sentence states the primary action, and the second adds key details (ranking, EU handling). It is front-loaded and efficient.

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 10 parameters, no output schema, and no annotations, the description is insufficient. It lacks details on how scoring works, required inputs beyond citizenship, and the structure of returned data. The mention of 'timeline, cost, links' is vague without a return format.

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 description coverage is 0% and the description adds no parameter-specific meaning. It only mentions 'user's profile' generically, leaving 10 parameters unexplained. Parameter names are somewhat self-explanatory, but the description should add value beyond the schema, which it does not.

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 scores a user's profile against all visa pathways and returns top matches ranked by eligibility, with timeline, cost, and links. It distinguishes from siblings like transita_compare_visas by focusing on matching across all pathways.

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 use for matching a user's profile to all visa pathways, but does not explicitly state when to use this tool versus alternatives like transita_compare_visas or transita_visa_details. No exclusion criteria or when-not-to-use guidance is provided.

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

transita_search_by_nationalitySearch visas by nationalityAInspect

Show top destinations and recommended visa pathways for citizens of a given country. Ideal first stop for the question 'Where should I move?'. Returns 4-6 destinations with the best-fit visa for each, key stats, and FAQ. Falls back gracefully if a slug isn't yet curated.

ParametersJSON Schema
NameRequiredDescriptionDefault
nationalityYes
Behavior4/5

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

No annotations exist, so the description fully covers behavior: returns 4-6 destinations, best-fit visa, stats, FAQ, and graceful fallback. No contradictions, but lacks details on authentication or rate limits.

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, front-loaded with key action and output details. No superfluous information.

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 simple tool with one parameter and no output schema, the description sufficiently covers purpose, result details, and fallback behavior.

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 has 1 parameter 'nationality' with 0% description coverage. The description adds meaning by stating 'for citizens of a given country', but does not specify format (e.g., 2-letter code vs full name).

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 'Show top destinations and recommended visa pathways for citizens of a given country' and specifies it returns 4-6 destinations. It is distinct from sibling tools like compare_visas or match_visas.

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 says 'Ideal first stop for the question 'Where should I move?', indicating when to use. It does not mention when not to use, but provides clear context for its role as a starting point.

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

transita_visa_detailsVisa detailsAInspect

Fetch full details for a single visa pathway: eligibility category, processing time, fees, validity, PR timeline, and a free preview of the document checklist (lead time, ancillary cost, first section). The full multi-section checklist is part of Transita's $9 paid action plan.

ParametersJSON Schema
NameRequiredDescriptionDefault
visa_idYes
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 the document checklist is only a free preview, with full checklist behind a paywall. No contradictory annotations exist.

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, front-loaded with purpose and efficiently listing included data. Every sentence 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?

Description covers return content and paywall limitation. However, it omits error scenarios or guidance on obtaining visa_id, leaving minor gaps for a tool with no output schema.

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 has one required param 'visa_id' with no description (0% coverage). The description does not explain what 'visa_id' represents or how to obtain it, failing to compensate for the lack of schema documentation.

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 'Fetch full details for a single visa pathway' and lists specific data fields (eligibility, processing time, fees, etc.), distinguishing it from sibling tools that compare, search, or provide overviews.

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?

While the description implies use for single visa details, it does not explicitly state when to use this tool versus alternatives like transita_compare_visas or transita_search_by_nationality.

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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