booli-mcp
One-line summary: Read-only access to Booli.se Swedish property data — active listings, sold prices, area lookup, and market statistics — through your signed-in browser session.
Resolve areas (
booli_search_areas): turn a place name (e.g. "Nacka", "Södermalm") into Booliarea_ids for municipalities, districts, and streets.Search for-sale listings (
booli_search_listings): scope byarea_idor free-textlocation, filter by price, SEK/m², rooms, living/plot area, object type (Lägenhet, Villa, etc.), new-construction status, and construction year; sort and paginate viapage/total_count.Get one property (
booli_get_listing): full detail for a residence id (from a/bostad/<id>URL or search result), for active or sold properties.Search sold listings / slutpriser (
booli_search_sold): comparables with achieved final price and over/under-asking %, filterable additionally by sold price and sold date (YYYYMMDD).Compute market stats (
booli_market_stats): median/average sold price, price per m², and average over/under-asking % for an area, with asample_sizewarning for thin data.Diagnose the data path (
booli_healthcheck): reportstransport(direct vs fetchproxy), bridge role/port/version, extension link state (linked / pair pending / disconnected), round-trip time, and a next-step hint.All tools are read-only (no Booli login required), with
compact/fullresponse views; money in SEK, areas in m².
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@booli-mcpShow me sold prices in Göteborg"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
booli-mcp
An MCP server for Booli, the Swedish property portal — search active for-sale listings, sold prices (slutpriser), resolve areas, and compute market statistics, all from Claude.
Developed and maintained by AI (Claude Code). Use at your own discretion and within booli.se's terms of use.
How it works
Booli fronts www.booli.se — including its GraphQL API — with a Cloudflare bot wall that blocks server-side clients. booli-mcp therefore reads Booli's consumer GraphQL API by routing each query through your own signed-in www.booli.se browser tab via the fetchproxy bridge (the ContextMint Bridge browser extension), reusing your Cloudflare-cleared session. No Booli login is required — just a normal page view. All tools are read-only.
BOOLI_TRANSPORT selects the path: auto (default — direct fetch first,
browser-bridge fallback when walled), fetchproxy (always the bridge), or
direct. The fetchproxy fleet shares WS port 37149 (BOOLI_WS_PORT).
Related MCP server: Idealista7 MCP Server
Setup
Install ContextMint Bridge from its releases page — Chrome: download the chrome zip, unzip it, and load it unpacked at
chrome://extensions(Developer mode). Safari isn't available yet (it will ship inside the ContextMint app, which has no public download), so use Chrome for now. Keep a www.booli.se tab open.ContextMint Bridge is the fetchproxy browser extension under its new name, from the same maintainer — fetchproxy's own README points to it. Its source is public at nullnet-app/contextmint-bridge: build it yourself, or check a release zip against the
.sha256file published beside it (shasum -a 256 -c contextmint-bridge-chrome-<version>.zip.sha256).On the first request, approve the one-time pairing prompt in ContextMint Bridge.
Run
booli_healthcheckto confirm the path is working. Itstransportfield says which leg served the probe (directorfetchproxy) and, once the bridge exists,bridge.session_statesays whether the extension islinked,pair_pending(approve the pair code it names), orextension_disconnected.
Install
// mcp config
{
"mcpServers": {
"booli": {
"command": "npx",
"args": ["-y", "@chrischall/booli-mcp"]
}
}
}Tools
Tool | What it does |
| Resolve a place name to Booli area ids |
| Search active for-sale listings by area + filters |
| Full detail for one property (active or sold) by residence id |
| Search sold listings (slutpriser) with final prices |
| Median/average sold-price statistics for an area |
| Probe the data path and report |
Searches scope by area_id (from booli_search_areas) or a free-text
location. Money is SEK, areas m². See
docs/BOOLI-API.md for the underlying GraphQL API.
Development
npm install
npm test # vitest, no network
npm run build # tsc + esbuild bundleLicense
MIT
Available Tools
6 toolsbooli_get_listingGet a Booli propertyARead-onlyIdempotent
Full detail for one property by its Booli residence id — the number in a booli.se/bostad/ URL, or the residence_id from a search result. Works for both active and sold properties. Read-only.
| Name | Required | Description | Default |
|---|---|---|---|
| view | No | Response shape: "compact" (default) drops fields the response already carries elsewhere; "full" returns every field this server understands. compact returns the slim PropertySummary/detail projection; "full" returns Booli's whole GraphQL node. | |
| residence_id | Yes | The property's residence id (e.g. "4370936" from /bostad/4370936). |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint, so the safety and repeatability profile is fully covered and "Read-only" in the description is largely redundant. The one genuinely additive behavioral fact is the active/sold scope; nothing is said about missing-id errors, rate limits, or data freshness. With annotations carrying the burden, a 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.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two tight sentences, front-loaded with what is returned, zero filler; the final "Read-only" is the only slightly redundant clause and costs almost nothing.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
No output schema exists, but the description plus the schema's `view` documentation adequately convey the returned shape (compact projection vs full GraphQL node). Naming the id source (URL or search result) closes the main integration gap; only error behavior for an unknown id is left uncovered.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% and both parameters are documented in the schema, including the compact/full enum and id example. The description's id guidance (booli.se/bostad/<id>, residence_id from search) largely restates the schema example, and it says nothing about the `view` parameter. Baseline 3 when the schema does the work.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
"Full detail for one property by its Booli residence id" is a specific verb+resource plus the identifier, and the contrast with the search siblings (one vs many) is implicit in the phrasing. An agent can tell this is the single-record lookup rather than a search.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
It states when this applies: it accepts an id from a URL or a search result, and "works for both active and sold properties" removes the ambiguity of whether a separate sold-property lookup is needed. It stops short of naming alternatives or stating prerequisites (e.g. needing an id in hand rather than a query).
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
booli_healthcheckVerify the ContextMint Bridge connection end-to-endARead-onlyIdempotent
Round-trips a small public www.booli.se URL (/graphql) through ContextMint Bridge (your signed-in browser tab) and returns diagnostics: the bridge's role (host/peer/null), port, version, the extension link (linked / pair pending / not attached / never answered), the elapsed round-trip time, and a plain-English hint distinguishing 'bridge never came up' from 'extension not connected' from 'this browser can't serve a capability' from 'real www.booli.se-side problem'. Read-only, no auth required. Call this when a real tool fails and you want to know which hop broke.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Goes well beyond the annotations by enumerating the returned diagnostics (bridge role, port, version, extension link state, elapsed time) and enumerating the failure classes the hint distinguishes (bridge never came up / extension not connected / browser can't serve capability / server-side problem). It also confirms 'no auth required'. This is real behavioral context an agent cannot infer from readOnlyHint/idempotentHint alone.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single dense sentence plus a short routing instruction, front-loaded with the action and ending with the failure-mode enumeration. The list of diagnostics is long but each item earns its place; the only minor cost is one very overloaded sentence.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description carries the full burden of explaining what comes back, and it does so comprehensively – listing every diagnostic field and the interpretive hint. Nothing needed to call or interpret this tool is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The tool takes zero parameters, so the baseline is 4. There is nothing for the description to disambiguate beyond confirming the call is parameter-free, which it implicitly does by describing a self-contained round-trip.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific action (round-trips a public booli.se URL through ContextMint Bridge), the exact resource (/graphql), and the nature of the result (diagnostics). It is unmistakably a health/diagnostic tool, distinct from the listing/search/stats siblings, without opening any schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Explicitly says when to call it: 'Call this when a real tool fails and you want to know which hop broke.' That is a clear trigger condition and implicitly positions it as a fallback to the other booli_* tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
booli_market_statsBooli sold-price market statisticsARead-onlyIdempotent
Aggregate sold-price statistics (median/average final price, price per m², average over/under-asking %) for an area on booli.se. Takes the same scope and filters as booli_search_sold, computed over ONE page of sold results (most recent first by default) — page/pages say which, and total_count is the whole matching set, not the sample. sample_size is the rows on the page; sold_price_count / price_per_sqm_count / price_change_count are the rows that fed each metric. Check them before trusting a thin median. Read-only.
| Name | Required | Description | Default |
|---|---|---|---|
| page | No | 1-based page (default 1). | |
| sort | No | Sort key (default: soldDate — most recent sales first with ascending false). | |
| view | No | Response shape: "compact" (default) drops fields the response already carries elsewhere; "full" returns every field this server understands. compact returns the slim PropertySummary/detail projection; "full" returns Booli's whole GraphQL node. | |
| area_id | No | Booli area id from booli_search_areas. Provide this OR `location`. | |
| location | No | Free-text place name (e.g. "Nacka", "Södermalm") resolved to its top Booli area. Ignored when `area_id` is set. | |
| ascending | No | Sort ascending (default false). | |
| max_rooms | No | ||
| min_rooms | No | ||
| object_type | No | Property type(s), comma-separated, from: Lägenhet, Villa, Kedjehus-Parhus-Radhus, Fritidshus, Gård, Tomt/Mark. | |
| max_plot_area | No | m² | |
| max_sold_date | No | Latest sold date, YYYYMMDD. | |
| min_plot_area | No | m² | |
| min_sold_date | No | Earliest sold date, YYYYMMDD (e.g. "20240101"). | |
| max_sold_price | No | SEK | |
| min_sold_price | No | SEK | |
| max_living_area | No | m² | |
| min_living_area | No | m² | |
| max_sold_sqm_price | No | SEK/m² | |
| min_sold_sqm_price | No | SEK/m² | |
| is_new_construction | No | true = only new production; false = exclude new production. | |
| max_construction_year | No | ||
| min_construction_year | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already establish read-only/idempotent/open-world behavior, so the bar is lower, and the description adds real value: it discloses that metrics are computed over ONE page of results, distinguishes total_count from sample_size, and warns that thin per-metric counts undermine a median. Those sampling semantics are genuine behavioral context beyond the annotations, though auth/rate-limit traits are not addressed.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The purpose is front-loaded and each sentence carries information (sample reliability, total vs. sample distinction). The mid-sentence em-dash construction mixing input and output field names makes it slightly dense to parse, but nothing is redundant.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema and 22 parameters, the description does substantial work by naming the returned metric fields, the row counts behind each metric, and the total-vs-sample distinction — compensating for the missing return-value spec. Some filter semantics still lean entirely on the schema, but nothing critical to calling it correctly is absent.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is high (82%), so the schema already documents most of the 22 parameters, setting the baseline at 3. The description adds only a little param-level meaning ('page'/'pages' say which page — though no 'pages' param exists), and the field names it explains (sample_size, sold_price_count) are outputs rather than inputs.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a precise verb and resource — 'Aggregate sold-price statistics (median/average final price, price per m², average over/under-asking %)' — and explicitly anchors it to a sibling ('Takes the same scope and filters as booli_search_sold'). An agent can distinguish this aggregation tool from the listing-returning booli_search_sold without opening either schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Clearly frames the tool as the aggregate counterpart to booli_search_sold, so the choice between them is inferable (stats vs. raw listings). It lacks an explicit when-to-use/when-not statement or a named alternative for edge cases, keeping it just below the top tier.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
booli_search_areasResolve a Booli areaARead-onlyIdempotent
Resolve a place name to Booli areas — municipalities, districts, streets — each with its area_id to pass as area_id into booli_search_listings / booli_search_sold. Read-only.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results (default 10). | |
| query | Yes | Place-name search string (e.g. "Nacka", "Södermalm"). |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, so 'Read-only' in the description is largely redundant. However, with no output schema, the description adds real value by disclosing the return shape (each area carries an `area_id`), which is the key behavioral fact an agent needs.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single sentence, front-loaded with the verb and resource, then the downstream handoff, then a safety tag. Nothing is wasted and no clause is buried.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a two-parameter lookup with no output schema, the description covers purpose, downstream use, and return shape, which is what an agent needs to call it correctly. Minor gaps remain (result ordering, ambiguity handling for multi-match place names), but nothing blocking.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so both `query` and `limit` are already documented in the schema (including the default of 10). The description adds no syntax, format, or matching-semantics detail beyond the schema, so the baseline of 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource ('Resolve a place name to Booli areas') and enumerates the entity types returned (municipalities, districts, streets). It also names the sibling tools it feeds (booli_search_listings / booli_search_sold), so an agent can place it in the workflow without opening a schema.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description makes the usage contract explicit: call this first to turn a place name into an `area_id`, then pass that id into booli_search_listings / booli_search_sold. It gives clear context but no explicit 'do not use this for X' exclusion (e.g. resolving non-place inputs).
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
booli_search_listingsSearch Booli for-sale listingsARead-onlyIdempotent
Search active for-sale property listings on booli.se. Scope by area_id (from booli_search_areas) or a free-text location, and filter by price, rooms, living area, plot, object type, construction year. Paginated by page; check total_count/pages. Read-only.
| Name | Required | Description | Default |
|---|---|---|---|
| page | No | 1-based page (default 1). | |
| sort | No | Sort key (default: newest published). | |
| view | No | Response shape: "compact" (default) drops fields the response already carries elsewhere; "full" returns every field this server understands. compact returns the slim PropertySummary/detail projection; "full" returns Booli's whole GraphQL node. | |
| area_id | No | Booli area id from booli_search_areas. Provide this OR `location`. | |
| location | No | Free-text place name (e.g. "Nacka", "Södermalm") resolved to its top Booli area. Ignored when `area_id` is set. | |
| ascending | No | Sort ascending (default false). | |
| max_rooms | No | ||
| min_rooms | No | ||
| object_type | No | Property type(s), comma-separated, from: Lägenhet, Villa, Kedjehus-Parhus-Radhus, Fritidshus, Gård, Tomt/Mark. | |
| max_plot_area | No | m² | |
| min_plot_area | No | m² | |
| max_list_price | No | SEK | |
| min_list_price | No | SEK | |
| max_living_area | No | m² | |
| min_living_area | No | m² | |
| max_list_sqm_price | No | SEK/m² | |
| min_list_sqm_price | No | SEK/m² | |
| is_new_construction | No | true = only new production; false = exclude new production. | |
| max_construction_year | No | ||
| min_construction_year | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint and idempotentHint, so safety is covered; the description still adds value by disclosing pagination behavior and the total_count/pages fields to inspect in the response, which matters because there is no output schema. 'Read-only' is redundant with the annotation but harmless.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Roughly three sentences, front-loaded with the resource and scope, then filters, then pagination. Nearly every clause earns its place; only the trailing 'Read-only' is filler given the annotation already states it.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 20-parameter, zero-required search tool with no output schema, the description covers scope, filter families, pagination, and response count fields. Sort/view semantics and input ranges are left to the schema, which is acceptable, but a note on defaults or result limits would complete it.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 80%, so the schema already documents nearly every parameter, including the area_id-vs-location precedence and enum values. The description adds only a grouped summary of filter categories (price, rooms, living area, plot, object type, construction year), which is the baseline for a well-covered schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource with scope: 'Search active for-sale property listings on booli.se.' The word 'active' plus 'for-sale' implicitly separates it from booli_search_sold, and it names booli_search_areas as the source of area_id, so an agent can route correctly without opening schemas.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives clear usage context: scope by area_id or free-text location, filter by the listed dimensions, paginate by page. It routes the agent to booli_search_areas for area IDs but never states when to prefer a sibling such as booli_market_stats or booli_get_listing; there are no explicit exclusions.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
booli_search_soldSearch Booli sold listings (slutpriser)ARead-onlyIdempotent
Search sold properties (slutpriser) on booli.se with the achieved final price and over/under-asking % — the comparables for valuation. Scope by area_id or free-text location, filter by sold price, sold date, rooms, area, object type. Paginated by page. Read-only.
| Name | Required | Description | Default |
|---|---|---|---|
| page | No | 1-based page (default 1). | |
| sort | No | Sort key (default: soldDate — most recent sales first with ascending false). | |
| view | No | Response shape: "compact" (default) drops fields the response already carries elsewhere; "full" returns every field this server understands. compact returns the slim PropertySummary/detail projection; "full" returns Booli's whole GraphQL node. | |
| area_id | No | Booli area id from booli_search_areas. Provide this OR `location`. | |
| location | No | Free-text place name (e.g. "Nacka", "Södermalm") resolved to its top Booli area. Ignored when `area_id` is set. | |
| ascending | No | Sort ascending (default false). | |
| max_rooms | No | ||
| min_rooms | No | ||
| object_type | No | Property type(s), comma-separated, from: Lägenhet, Villa, Kedjehus-Parhus-Radhus, Fritidshus, Gård, Tomt/Mark. | |
| max_plot_area | No | m² | |
| max_sold_date | No | Latest sold date, YYYYMMDD. | |
| min_plot_area | No | m² | |
| min_sold_date | No | Earliest sold date, YYYYMMDD (e.g. "20240101"). | |
| max_sold_price | No | SEK | |
| min_sold_price | No | SEK | |
| max_living_area | No | m² | |
| min_living_area | No | m² | |
| max_sold_sqm_price | No | SEK/m² | |
| min_sold_sqm_price | No | SEK/m² | |
| is_new_construction | No | true = only new production; false = exclude new production. | |
| max_construction_year | No | ||
| min_construction_year | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the description's 'Read-only' adds nothing new. It does contribute the result content (final price plus over/under-asking %) and pagination behaviour, but says nothing about external-API rate limits, auth, or completeness guarantees for an open-world scraping-style source.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Front-loaded with the resource and its differentiating output, followed by scoping, filtering, pagination and the read-only note in short clauses. Slightly comma-dense in the middle sentence, but every clause carries information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 22-parameter, no-output-schema search tool, the description covers purpose, scope selection, filter categories, pagination and the two headline return metrics, leaving the detailed field semantics to an 82%-covered schema. It omits auth/rate-limit context for an external source, which is the only meaningful gap.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 82%, so the schema already documents area_id vs location precedence, date formats, units (SEK, m²) and sort/view defaults. The description only groups filter categories at a high level (price, date, rooms, area, object type) and adds no semantics beyond the schema — the baseline 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource — searching sold properties (slutpriser) — and names the distinguishing output (achieved final price and over/under-asking %), which cleanly separates it from the active-listing sibling. The phrase 'the comparables for valuation' also tells the agent what this data is for.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description implies the use case (valuation comparables) and lists scoping/filter options, but never names or excludes alternatives such as booli_search_listings (active listings) or booli_market_stats. An agent must infer from the word 'sold' that this is the right tool rather than being routed explicitly.
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.
2 tool updates
v2.1.3- Changed
booli_market_stats2 fields changed- changed
Input schema / properties / sort / descriptionPrevious value: -"Sort key (default: newest published)."New value: +"Sort key (default: soldDate — most recent sales first with ascending false)." - changed
Input schema / properties / sort / enumPrevious value: -[ - "published", - "listPrice", - "listSqmPrice", - "rooms", - "livingArea", - "rent", - "plotArea" -]New value: +[ + "published", + "listPrice", + "listSqmPrice", + "rooms", + "livingArea", + "rent", + "plotArea", + "soldDate", + "soldPrice" +]
- Changed
booli_search_sold2 fields changed- changed
Input schema / properties / sort / descriptionPrevious value: -"Sort key (default: newest published)."New value: +"Sort key (default: soldDate — most recent sales first with ascending false)." - changed
Input schema / properties / sort / enumPrevious value: -[ - "published", - "listPrice", - "listSqmPrice", - "rooms", - "livingArea", - "rent", - "plotArea" -]New value: +[ + "published", + "listPrice", + "listSqmPrice", + "rooms", + "livingArea", + "rent", + "plotArea", + "soldDate", + "soldPrice" +]
6 tool updates
v2.0.0- Changed
booli_get_listing1 field changed- changed
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
- Changed
booli_healthcheck1 field changed- changed
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
- Changed
booli_market_stats1 field changed- changed
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
- Changed
booli_search_areas1 field changed- changed
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
- Changed
booli_search_listings1 field changed- changed
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
- Changed
booli_search_sold1 field changed- changed
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
4 tool updates
v1.3.1- Changed
booli_get_listing2 fields changed- removed
Input schema / properties / compactRemoved value: -{ - "description": "Return a slim summary instead of the full raw record (default false).", - "type": "boolean" -} - added
Input schema / properties / viewAdded value: +{ + "description": "Response shape: \"compact\" (default) drops fields the response already carries elsewhere; \"full\" returns every field this server understands. compact returns the slim PropertySummary/detail projection; \"full\" returns Booli's whole GraphQL node.", + "enum": [ + "compact", + "full" + ], + "type": "string" +}
- Changed
booli_market_stats2 fields changed- removed
Input schema / properties / compactRemoved value: -{ - "description": "Return slim summary records (default true). Set false for full raw fields.", - "type": "boolean" -} - added
Input schema / properties / viewAdded value: +{ + "description": "Response shape: \"compact\" (default) drops fields the response already carries elsewhere; \"full\" returns every field this server understands. compact returns the slim PropertySummary/detail projection; \"full\" returns Booli's whole GraphQL node.", + "enum": [ + "compact", + "full" + ], + "type": "string" +}
- Changed
booli_search_listings2 fields changed- removed
Input schema / properties / compactRemoved value: -{ - "description": "Return slim summary records (default true). Set false for full raw fields.", - "type": "boolean" -} - added
Input schema / properties / viewAdded value: +{ + "description": "Response shape: \"compact\" (default) drops fields the response already carries elsewhere; \"full\" returns every field this server understands. compact returns the slim PropertySummary/detail projection; \"full\" returns Booli's whole GraphQL node.", + "enum": [ + "compact", + "full" + ], + "type": "string" +}
- Changed
booli_search_sold2 fields changed- removed
Input schema / properties / compactRemoved value: -{ - "description": "Return slim summary records (default true). Set false for full raw fields.", - "type": "boolean" -} - added
Input schema / properties / viewAdded value: +{ + "description": "Response shape: \"compact\" (default) drops fields the response already carries elsewhere; \"full\" returns every field this server understands. compact returns the slim PropertySummary/detail projection; \"full\" returns Booli's whole GraphQL node.", + "enum": [ + "compact", + "full" + ], + "type": "string" +}
6 tool updates
v1.0.0- Changed
booli_get_listing3 fields changed- removed
Input schema / properties / booli_idRemoved value: -{ - "description": "The listing's Booli id (e.g. \"1579812\").", - "type": "string" -} - added
Input schema / properties / residence_idAdded value: +{ + "description": "The property's residence id (e.g. \"4370936\" from /bostad/4370936).", + "type": "string" +} - changed
Input schema / requiredPrevious value: -[ - "booli_id" -]New value: +[ + "residence_id" +]
- Removed
booli_get_sold - Changed
booli_market_stats13 fields changed- changed
Input schema / properties / area_id / descriptionPrevious value: -"Booli area id(s) from booli_search_areas, comma-separated for several (e.g. \"76,16\")."New value: +"Booli area id from booli_search_areas. Provide this OR `location`." - added
Input schema / properties / ascendingAdded value: +{ + "description": "Sort ascending (default false).", + "type": "boolean" +} - removed
Input schema / properties / bboxRemoved value: -{ - "description": "Bounding box \"lat_lo,lng_lo,lat_hi,lng_hi\" (SW then NE corner).", - "type": "string" -} - removed
Input schema / properties / centerRemoved value: -{ - "description": "Coordinate \"lat,lng\" (e.g. \"59.34674,18.0603\"); use with `dim`.", - "type": "string" -} - removed
Input schema / properties / dimRemoved value: -{ - "description": "Rectangle size in metres \"w,h\" (e.g. \"400,500\"), used with `center`.", - "type": "string" -} - removed
Input schema / properties / limitRemoved value: -{ - "description": "Default 30, max 100.", - "maximum": 100, - "minimum": 1, - "type": "integer" -} - added
Input schema / properties / locationAdded value: +{ + "description": "Free-text place name (e.g. \"Nacka\", \"Södermalm\") resolved to its top Booli area. Ignored when `area_id` is set.", + "type": "string" +} - removed
Input schema / properties / max_rentRemoved value: -{ - "description": "SEK/month", - "minimum": 0, - "type": "number" -} - changed
Input schema / properties / object_type / descriptionPrevious value: -"Property type(s), comma-separated, from: villa, lägenhet, gård, tomt-mark, fritidshus, parhus, radhus, kedjehus."New value: +"Property type(s), comma-separated, from: Lägenhet, Villa, Kedjehus-Parhus-Radhus, Fritidshus, Gård, Tomt/Mark." - removed
Input schema / properties / offsetRemoved value: -{ - "description": "Pagination offset.", - "maximum": 9007199254740991, - "minimum": 0, - "type": "integer" -} - added
Input schema / properties / pageAdded value: +{ + "description": "1-based page (default 1).", + "maximum": 9007199254740991, + "minimum": 1, + "type": "integer" +} - removed
Input schema / properties / qRemoved value: -{ - "description": "Free-text area search (e.g. \"Nacka\", \"Södermalm\"). One of q / area_id / center / bbox scopes the search.", - "type": "string" -} - added
Input schema / properties / sortAdded value: +{ + "description": "Sort key (default: newest published).", + "enum": [ + "published", + "listPrice", + "listSqmPrice", + "rooms", + "livingArea", + "rent", + "plotArea" + ], + "type": "string" +}
- Changed
booli_search_areas8 fields changed- removed
Input schema / properties / latRemoved value: -{ - "description": "Latitude; use together with `lng`.", - "type": "number" -} - changed
Input schema / properties / limit / descriptionPrevious value: -"Default 10, max 50."New value: +"Max results (default 10)." - removed
Input schema / properties / lngRemoved value: -{ - "description": "Longitude; use together with `lat`.", - "type": "number" -} - removed
Input schema / properties / only_with_listingsRemoved value: -{ - "description": "Only return areas that currently have listings for sale.", - "type": "boolean" -} - removed
Input schema / properties / only_with_soldRemoved value: -{ - "description": "Only return areas that have sold listings.", - "type": "boolean" -} - removed
Input schema / properties / qRemoved value: -{ - "description": "Place-name search string (e.g. \"Nacka\").", - "type": "string" -} - added
Input schema / properties / queryAdded value: +{ + "description": "Place-name search string (e.g. \"Nacka\", \"Södermalm\").", + "type": "string" +} - added
Input schema / requiredAdded value: +[ + "query" +]
- Changed
booli_search_listings13 fields changed- changed
Input schema / properties / area_id / descriptionPrevious value: -"Booli area id(s) from booli_search_areas, comma-separated for several (e.g. \"76,16\")."New value: +"Booli area id from booli_search_areas. Provide this OR `location`." - added
Input schema / properties / ascendingAdded value: +{ + "description": "Sort ascending (default false).", + "type": "boolean" +} - removed
Input schema / properties / bboxRemoved value: -{ - "description": "Bounding box \"lat_lo,lng_lo,lat_hi,lng_hi\" (SW then NE corner).", - "type": "string" -} - removed
Input schema / properties / centerRemoved value: -{ - "description": "Coordinate \"lat,lng\" (e.g. \"59.34674,18.0603\"); use with `dim`.", - "type": "string" -} - removed
Input schema / properties / dimRemoved value: -{ - "description": "Rectangle size in metres \"w,h\" (e.g. \"400,500\"), used with `center`.", - "type": "string" -} - removed
Input schema / properties / limitRemoved value: -{ - "description": "Default 30, max 100.", - "maximum": 100, - "minimum": 1, - "type": "integer" -} - added
Input schema / properties / locationAdded value: +{ + "description": "Free-text place name (e.g. \"Nacka\", \"Södermalm\") resolved to its top Booli area. Ignored when `area_id` is set.", + "type": "string" +} - removed
Input schema / properties / max_rentRemoved value: -{ - "description": "SEK/month", - "minimum": 0, - "type": "number" -} - changed
Input schema / properties / object_type / descriptionPrevious value: -"Property type(s), comma-separated, from: villa, lägenhet, gård, tomt-mark, fritidshus, parhus, radhus, kedjehus."New value: +"Property type(s), comma-separated, from: Lägenhet, Villa, Kedjehus-Parhus-Radhus, Fritidshus, Gård, Tomt/Mark." - removed
Input schema / properties / offsetRemoved value: -{ - "description": "Pagination offset.", - "maximum": 9007199254740991, - "minimum": 0, - "type": "integer" -} - added
Input schema / properties / pageAdded value: +{ + "description": "1-based page (default 1).", + "maximum": 9007199254740991, + "minimum": 1, + "type": "integer" +} - removed
Input schema / properties / qRemoved value: -{ - "description": "Free-text area search (e.g. \"Nacka\", \"Södermalm\"). One of q / area_id / center / bbox scopes the search.", - "type": "string" -} - added
Input schema / properties / sortAdded value: +{ + "description": "Sort key (default: newest published).", + "enum": [ + "published", + "listPrice", + "listSqmPrice", + "rooms", + "livingArea", + "rent", + "plotArea" + ], + "type": "string" +}
- Changed
booli_search_sold13 fields changed- changed
Input schema / properties / area_id / descriptionPrevious value: -"Booli area id(s) from booli_search_areas, comma-separated for several (e.g. \"76,16\")."New value: +"Booli area id from booli_search_areas. Provide this OR `location`." - added
Input schema / properties / ascendingAdded value: +{ + "description": "Sort ascending (default false).", + "type": "boolean" +} - removed
Input schema / properties / bboxRemoved value: -{ - "description": "Bounding box \"lat_lo,lng_lo,lat_hi,lng_hi\" (SW then NE corner).", - "type": "string" -} - removed
Input schema / properties / centerRemoved value: -{ - "description": "Coordinate \"lat,lng\" (e.g. \"59.34674,18.0603\"); use with `dim`.", - "type": "string" -} - removed
Input schema / properties / dimRemoved value: -{ - "description": "Rectangle size in metres \"w,h\" (e.g. \"400,500\"), used with `center`.", - "type": "string" -} - removed
Input schema / properties / limitRemoved value: -{ - "description": "Default 30, max 100.", - "maximum": 100, - "minimum": 1, - "type": "integer" -} - added
Input schema / properties / locationAdded value: +{ + "description": "Free-text place name (e.g. \"Nacka\", \"Södermalm\") resolved to its top Booli area. Ignored when `area_id` is set.", + "type": "string" +} - removed
Input schema / properties / max_rentRemoved value: -{ - "description": "SEK/month", - "minimum": 0, - "type": "number" -} - changed
Input schema / properties / object_type / descriptionPrevious value: -"Property type(s), comma-separated, from: villa, lägenhet, gård, tomt-mark, fritidshus, parhus, radhus, kedjehus."New value: +"Property type(s), comma-separated, from: Lägenhet, Villa, Kedjehus-Parhus-Radhus, Fritidshus, Gård, Tomt/Mark." - removed
Input schema / properties / offsetRemoved value: -{ - "description": "Pagination offset.", - "maximum": 9007199254740991, - "minimum": 0, - "type": "integer" -} - added
Input schema / properties / pageAdded value: +{ + "description": "1-based page (default 1).", + "maximum": 9007199254740991, + "minimum": 1, + "type": "integer" +} - removed
Input schema / properties / qRemoved value: -{ - "description": "Free-text area search (e.g. \"Nacka\", \"Södermalm\"). One of q / area_id / center / bbox scopes the search.", - "type": "string" -} - added
Input schema / properties / sortAdded value: +{ + "description": "Sort key (default: newest published).", + "enum": [ + "published", + "listPrice", + "listSqmPrice", + "rooms", + "livingArea", + "rent", + "plotArea" + ], + "type": "string" +}
7 tool updates
v0.0.0- First observed
booli_get_listing - First observed
booli_get_sold - First observed
booli_healthcheck - First observed
booli_market_stats - First observed
booli_search_areas - First observed
booli_search_listings - First observed
booli_search_sold
TDQS
Scored across 6 tools
Each tool targets a distinct purpose: area resolution, active listing search, single-listing detail, sold-comparable search, aggregate stats, and a bridge healthcheck. The descriptions clearly draw boundaries (e.g. market_stats vs search_sold), so an agent can select reliably.
All tools share a consistent booli_ prefix and snake_case, with search_*/get_* following a predictable verb_noun pattern. market_stats and healthcheck deviate from verb_noun but remain clear and readable.
Six tools is well-scoped for a read-only real-estate data server, and each tool earns its place (search, detail, areas, stats, diagnostics). No redundancy or padding.
The surface covers the full read path: area resolution feeds both listing and sold searches, plus single-item detail and aggregated valuation stats. As a read-only server, mutation gaps are expected, though a performance/valuation-history helper would round it out.
Maintenance
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