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chrischall

OurFamilyWizard MCP

by chrischall

Hemnet sold-price market statistics

hemnet_get_market_stats
Read-onlyIdempotent

Retrieve median and average sale prices, price per square meter, and over/under-asking percentage from recently sold properties in any Swedish location, with optional filters for property type and size.

Instructions

Aggregate median/average statistics from recent SOLD listings for a location (and optional property-type/size filters): median & average final price, median & average price-per-m², and average over/under-asking percentage. Provide location_ids or a free-text location. Read-only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoNEWEST (default) or OLDEST.
limitNoDefault 25, max 50.
offsetNoPagination offset.
keywordsNoFree-text keyword filter (e.g. "sjönära", "balkong").
locationNoFree-text place name (e.g. "Vasastan", "Göteborg") resolved to its top Hemnet location. Ignored when `location_ids` is set.
price_maxNoSEK
price_minNoSEK
rooms_maxNo
rooms_minNo
location_idsNoNumeric Hemnet location ids (from hemnet_autocomplete_location). Provide this OR `location`.
living_area_maxNo
living_area_minNo
housing_form_groupsNoProperty-type groups: HOUSES (villa), APARTMENTS (lägenhet/bostadsrätt), ROW_HOUSES (radhus/parhus), VACATION_HOMES (fritidshus), PLOTS (tomt), OTHERS.
Behavior3/5

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

Annotations already provide readOnlyHint, openWorldHint, idempotentHint. Description adds 'Read-only' and clarifies it aggregates from recent sold listings. This adds marginal context beyond annotations, but no further behavioral details (e.g., rate limits, data freshness). With high annotation coverage, a score of 3 is appropriate.

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?

Description is two sentences: first lists all metrics, second gives key parameter guidance. No unnecessary words. Front-loaded with the most important information. Every sentence earns its place.

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 13 parameters and no output schema, the description covers the main purpose and key metrics returned. It mentions location and filters but omits pagination/sorting behavior. However, the output is summarized (median/average stats), so the description is mostly complete. A score of 4 reflects the minor gap.

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 high (85%), so the schema already describes most parameters. The description adds context that location_ids or location should be provided, and mentions property-type/size filters, but does not add deeper meaning for individual parameters like sort, limit, or offset. Baseline 3 is suitable.

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 verb 'aggregate' and resource 'median/average statistics from recent SOLD listings'. It specifies the metrics (median & average price, price per m², over/under-asking) and distinguishes from sibling tools like hemnet_search_sold which returns individual listings.

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?

Description says to provide location_ids or free-text location, and mentions optional filters. However, it does not explicitly advise when to use this tool over alternatives (e.g., for aggregated stats vs individual sold listings). The read-only hint is present but no exclusions or when-not-to-use guidance.

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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