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Subletka

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Search rooms and flats to rent for weeks or months in Warsaw and Kraków, Poland.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A3.8/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct role: get_listing fetches one listing's details, list_cities returns city/district metadata and aggregates, and search_listings performs the filtered search. There is no overlap or plausible confusion among them.

Naming Consistency5/5

All three names follow a consistent verb_noun snake_case pattern (get_listing, list_cities, search_listings). The verbs are distinct and accurately reflect each action.

Tool Count4/5

Three tools is a lean but coherent set for a read-only listing discovery service covering search, detail, and metadata. It is slightly thin—no browse-all or saved-search tools—but nothing feels redundant.

Completeness4/5

The core read-only workflow (find cities → search listings → view a listing) is fully covered, and search_listings links out to contact listers. Gaps exist around pagination/sorting or listing management, but these are reasonable to omit for a consumer search surface.

Available Tools

3 tools
get_listingGet a subletB
Read-onlyIdempotent
Inspect

Full details of one listing, including its description, all photos and terms.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesListing id from a search result.
langNoResponse language and currency. pl returns prices in zł (PLN), en returns prices in € (EUR). Use the currency the user's budget is in.en

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered elsewhere. The description adds only that the response contains description, photos, and terms, which is modest added value beyond the structured hints.

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 front-loaded sentence stating resource and payload with zero filler. Nothing redundant or padded.

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?

There is no output schema, but the description summarizes what is returned (description, photos, terms) for a simple two-parameter read tool. The remaining gap is the absence of guidance on sourcing the id from a search result, which exists only in the schema.

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% and both parameters (id, lang) are fully documented in the schema, including the PLN/EUR currency behavior. The description adds no parameter meaning of its own, so the baseline 3 applies.

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?

States a clear verb+resource: fetching full details of exactly one listing, and enumerates the payload (description, photos, terms). It does not explicitly contrast itself with search_listings, so the agent must infer that this is the detail-fetch counterpart to a 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 when-to-use, when-not-to-use, or prerequisite guidance appears in the description. The only hint that an id comes from a prior search lives in the schema's parameter text, not the description, so routing between get_listing and search_listings is left to inference.

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

list_citiesList cities and districtsA
Read-onlyIdempotent
Inspect

Cities with active listing counts, lowest and median monthly rent, and every district name accepted by search_listings with its count and median monthly rent.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoResponse language and currency. pl returns prices in zł (PLN), en returns prices in € (EUR). Use the currency the user's budget is in.en

TDQS

A3.7/5.0
Behavior4/5

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

With annotations already covering read-only, idempotent, non-destructive, and non-open-world behavior, the description adds the response content shape (listing counts, lowest/median rent, district names) that would otherwise be undocumented since no output schema exists. It does not add auth, caching, or scope caveats, so it stops short of full transparency.

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?

A single dense sentence with no filler, and the most important content (what cities/districts the response contains) is front-loaded. It is efficient, though the run-on list of returned fields is slightly dense.

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 one-optional-parameter read-only reference tool whose annotations carry the safety profile, the description is essentially complete, covering the returned data that the absent output schema would otherwise provide. Minor gaps remain around ordering/pagination of the list.

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% and the single optional 'lang' parameter is fully documented in the schema (language and currency mapping). The description adds no meaning about 'lang' beyond that, so the baseline 3 applies.

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?

States a specific resource (cities and districts) and enumerates exactly what is returned: active listing counts, lowest/median rent, district names with counts and rents. It is clearly distinguishable from get_listing and search_listings as a reference/taxonomy lookup, though the leading verb is implicit rather than stated.

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 only implied: naming districts 'accepted by search_listings' hints this is the endpoint to call before searching by district, but there is no explicit when-to-use statement, no exclusion of alternatives, and no mention that it is meant as a discovery step. The link to the sibling is suggestive rather than directive.

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

search_listingsSearch subletsA
Read-onlyIdempotent
Inspect

Search active rooms and flats for weeks or months in Warsaw or Kraków by district, move-in and move-out dates, place type, rooms and maximum monthly rent. Each result links to its Subletka page, where the person can contact the lister.

ParametersJSON Schema
NameRequiredDescriptionDefault
toNoMove-out date, YYYY-MM-DD. Returns places available until at least this day or open-ended.
maxNoMaximum monthly rent in the currency of lang, so max=4000&lang=pl means 4000 zł and max=900&lang=en means €900.
cityYesCity slug. warszawa is Warsaw, krakow is Kraków.
fromNoMove-in date, YYYY-MM-DD. Returns places available on or before this day.
langNoResponse language and currency. pl returns prices in zł (PLN), en returns prices in € (EUR). Use the currency the user's budget is in.en
petsNoOnly places that allow pets.
sortNoListings available by the move-in day (from, or today without from) come first, as on the website. Within each group, newest first or cheapest monthly rent first.newest
typeNoPlace types, comma separated in a URL. room is a private or shared room, studio is a one-room whole place, flat is any other whole place. Each result carries the same type field.
limitNoResults per page.
roomsNoMinimum number of rooms in a whole place, as the ad counts them. Implies a whole place. Ads count differently. Some count bedrooms, others count every room the Polish way, where a studio is 1 room and a one-bedroom flat is 2. For a one-bedroom, use rooms=1 and say which results have type studio, or rooms=2 to rule studios out.
offsetNoResults to skip, for paging.
districtNoDistrict name. Accents, case and hyphens are optional, so mokotow, Mokotów and praga poludnie all work. GET /api/v1/cities lists every district.
furnishedNoOnly furnished places.

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered without the description. The second sentence does add non-structured context about the result payload (each result links to its Subletka page where the lister is contacted), which is genuinely useful, but there is nothing on result volume, paging behavior beyond the schema, or filtering gotchas.

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?

Two sentences: the first front-loads purpose and the full filter surface, the second covers what a result is and the next step. No filler, though the second sentence is arguably expendable for calling the tool correctly.

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 read-only search tool with 13 fully documented parameters and no output schema, the description covers purpose, scope and the downstream shape of results adequately. It doesn't need to explain return fields since the description notes each result links to a Subletka page, though broader paging/output expectations could be clearer.

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 per the baseline this is a 3. The description restates the filter axes (district, dates, type, rooms, rent) but adds no syntax, defaults, or interpretation beyond what the thoroughly documented schema already provides for parameters like lang, sort, rooms and district.

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?

A specific verb (Search) plus resource (active rooms and flats) with explicit scope: cities, date window, place type, rooms, max rent. It clearly separates a search over many listings from a single-record lookup, but it never names get_listing or list_cities, so sibling differentiation is left to inference.

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 by the enumerated filter dimensions and the constraint to Warsaw/Kraków active listings. There is no explicit when-to-use versus get_listing or list_cities, and no stated prerequisites or exclusions beyond 'active.'

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • First observedget_listing
    • First observedlist_cities
    • First observedsearch_listings

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