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The Ferryhopper MCP server is a connector for LLMs and AI Agents in maritime travel that exposes ferry routes, schedules, and booking options. It enables AI assistants to search ports and connections across 33 countries and 190+ ferry operators, provide real-time ferry itineraries with indicative prices, and assist users with planning island-hopping or multi-leg journeys by processing natural language queries about ferry times, passenger counts, and travel durations.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Tool DescriptionsA

Average 3.9/5 across 4 of 4 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool targets a distinct resource and action: ports, connections, disruptions, and trips. No overlap in purpose. An agent can easily select the right tool without ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with the prefix 'get_'. The naming is predictable and uniform.

Tool Count5/5

Four tools cover the core ferry information needs (ports, connections, disruptions, trips) without being redundant or excessive. This is a well-scoped set for the server's purpose.

Completeness5/5

The surface covers the essential query operations for a ferry information service: discovering ports, finding direct connections, checking disruptions, and searching trips. No critical gaps for the intended domain.

Available Tools

4 tools
get_direct_connections_for_portsGet Direct ConnectionsA
Read-only
Inspect

Get a list of all the direct connections between ports

ParametersJSON Schema
NameRequiredDescriptionDefault
portLocationYesLocation name or search term used to find matching ports (not limited to exact port codes).

Output Schema

ParametersJSON Schema
NameRequiredDescription
departurePortYesThe name of the departure port
connectedDestinationsYesList of ports directly connected to the departure port
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds 'all' to indicate the full scope of connections returned, but offers no other behavioral context such as pagination or filtering behavior. This is adequate but minimal.

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 states the essential purpose with no unnecessary words or redundant details. It earns its place perfectly.

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 simplicity of the tool (one parameter, output schema present, annotations provided), the description sufficiently communicates the core function. It does not need to explain return values due to the output schema. A minor gap is that 'direct connections' is not elaborated, but the overall context is complete enough for a simple read-only 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?

The input schema fully documents the only parameter 'portLocation' with a clear description (location name or search term). Since schema coverage is 100%, the description adds no additional parameter-level meaning, warranting the baseline score of 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 retrieves 'a list of all the direct connections between ports', specifying the verb (get), resource (direct connections), and scope (all). This distinguishes it from sibling tools like get_disruptions, get_ports, and search_trips, which focus on different entities.

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 gives no explicit guidance on when to use this tool versus alternatives like search_trips or get_ports. Usage is implied from the purpose, but no when-to-use or when-not-to-use criteria are provided.

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

get_disruptionsGet DisruptionsA
Read-only
Inspect

Get a list of disruptions for a given date and country

ParametersJSON Schema
NameRequiredDescriptionDefault
countryYesISO 3166-1 alpha-2 country code to filter disruptions by country (e.g. "GR" for Greece).
tripDateYesDeparture date in ISO format YYYY-MM-DD (e.g. 2026-03-15).

Output Schema

ParametersJSON Schema
NameRequiredDescription
disruptionsYesList of active disruptions matching the requested date and country.
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds scoping by date and country but does not disclose return format, pagination, or other behavioral details. This is acceptable given the annotations.

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, focused sentence that front-loads the purpose. No unnecessary words or filler, making it highly concise and well-structured.

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?

The tool is simple with only 2 documented parameters, an output schema exists, and annotations cover safety. The description, combined with schema and annotations, provides all essential context. No critical information is missing.

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 fully documented (e.g., examples for country and tripDate). The description only restates 'date and country' without adding new semantic information, matching the baseline for high schema coverage.

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 'Get a list of disruptions' with a specific verb and resource, and scopes by date and country. This distinguishes it from sibling tools like get_ports and search_trips which serve different travel-related functions.

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 when disruptions are needed for a given date and country, but does not explicitly discuss alternatives or when not to use this tool. This is implied guidance rather than an explicit comparison or exclusion.

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

get_portsGet PortsA
Read-only
Inspect

Get a list of global ports and their details

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
portsYes
Behavior3/5

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

Annotations already declare the tool as read-only and non-destructive. The description adds 'global ports' as a scope, but does not provide further behavior details. No contradiction with annotations, and the safety profile is clear from annotations.

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, concise sentence that directly states the tool's purpose with no redundant content.

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?

Given the simplicity (no parameters) and the presence of an output schema, the description adequately covers what the tool does. The annotation ensures the agent knows it is a safe read operation, making the description complete for this context.

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 tool has zero parameters, so the description is not required to explain parameter semantics. According to the rubric, a baseline of 4 is appropriate when there are no parameters.

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 global ports and their details, using a specific verb-resource pair. It is distinct from siblings like connections, disruptions, and trips, so the purpose is unambiguous.

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 for retrieving port information, but there is no explicit guidance on when to prefer this tool over siblings or when not to use it. No alternatives are mentioned.

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

search_tripsSearch TripsA
Read-only
Inspect

Get a list available ferry trips between two ports on a specific date

ParametersJSON Schema
NameRequiredDescriptionDefault
dateYesDeparture date in ISO format YYYY-MM-DD (e.g. 2026-03-15).
arrivalLocationYesArrival location as a human-readable name or search term (e.g. city, port name), not a port code.
departureLocationYesDeparture location as a human-readable name or search term (e.g. city, port name), not a port code.

Output Schema

ParametersJSON Schema
NameRequiredDescription
foundDirectItinerariesForTripYes
Behavior3/5

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

The description adds no behavioral traits beyond what annotations already declare (readOnlyHint, destructiveHint, openWorldHint). It does not mention pagination, availability details, or limitations, relying on annotations for safety context.

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 with a clear verb and object, containing no unnecessary words or filler.

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 read-only search tool with well-documented parameters and an output schema, the description is sufficient to convey the core functionality. However, it does not differentiate itself from get_direct_connections_for_ports, leaving a small gap in selection 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?

The input schema provides comprehensive descriptions for all three parameters (100% coverage). The description's reference to 'two ports' and 'specific date' simply restates the schema, adding no additional semantic value.

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 action ('Get'), resource ('list available ferry trips'), and the filtering criteria ('between two ports on a specific date'), distinguishing it from sibling tools that handle direct connections, disruptions, or ports.

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 when ferry trip options are needed, but it does not explicitly state when to use this tool versus alternatives like get_direct_connections_for_ports, nor does it mention any exclusions or prerequisites. The usage is implied but not fully clarified.

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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