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io.github.asturksever/agentic-house-search
serveur MCP (Model Context Protocol) · agentic-house-search 0.1.3
Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur.
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Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.
Les 5 outils
- postcode_compare≈ 981 tokens
Compare two to five UK postcodes on chosen categories, aligned measure by measure. Fetches each postcode's report concurrently and lines the facts up in a table, so you can answer "which of these is better connected / quieter / cheaper" in one call instead of several. Args: - postcodes (string[]): 2-5 UK postcodes - categories (string[]): 1-6 of demographics, crime, deprivation, prices, broadband, mobile, noise, transport, amenities, schools, environment - response_format ('markdown' | 'json'): default 'markdown' Returns: One row per measure with a column per postcode, each cell carrying the value, its band, and the category status for that postcode. Caveats collect anything that makes a row not strictly comparable. Comparability warnings you must respect, and which this tool surfaces: - Deprivation ranks from different UK nations are NOT comparable — different indices over different numbers of areas. - A measure missing for one postcode because the dataset does not cover that nation is not a low score; the cell says "out_of_coverage". - Ofcom mobile figures describe a whole local authority, so two postcodes in the same authority will always be identical. - Crime counts describe a 1 km square and depend on each police force submitting data; a very low count can be a gap rather than a quiet street. Examples: - "Which has better broadband, SW11 1AA or M1 1AE?" -> postcodes=[...], categories=["broadband"] - "Compare these three on crime and schools" -> categories=["crime","schools"] Don't use when: you have one postcode (use postcode_report) or want the underlying datasets (use postcode_search_datasets).
Paramètres, retour & exemple (3)
Paramètrespostcodes· array · requis
Two to five UK postcodes to compare, e.g. ["SW11 1AA", "M1 1AE"]categories· array · requis
Which categories to compare on. Keep it tight — comparing all eleven across five postcodes produces a very large answer.response_format· string · optionnel · markdown | json
'markdown' for a side-by-side table, 'json' for the structured comparison
Exemple d'appel{"name": "postcode_compare", "arguments": {"postcodes": [], "categories": []}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"rows": [], "caveats": [], "postcodes": [], "categories": []}} - postcode_get_dataset≈ 482 tokens
Full registry entry for one dataset, by id. Returns everything needed to call the source yourself: its home page, machine-readable endpoint, API documentation, format, licence, geographic coverage, update cadence, and the concrete questions it can answer. Args: - id (string): registry id, e.g. "police-street-crime", "land-registry-ppd", "ea-flood" - response_format ('markdown' | 'json'): default 'markdown' Examples: - "How do I call the police API?" -> id="police-street-crime" - "What licence is Price Paid under?" -> id="land-registry-ppd" Errors: - Returns the closest matching ids when the id is not found.
Paramètres, retour & exemple (2)
Paramètresid· string · requis
Registry id, e.g. "police-street-crime" — find one with postcode_search_datasetsresponse_format· string · optionnel · markdown | json
Exemple d'appel{"name": "postcode_get_dataset", "arguments": {"id": "texte"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"id": "texte", "api": "texte", "link": "texte", "format": "texte", "dataset": "texte", "licence": "texte", "api_docs": "texte", "category": "texte", "coverage": "texte", "publisher": "texte", "questions": [], "update_frequency": "texte"}} - postcode_lookup≈ 870 tokens
Resolve a UK postcode to its geography — coordinates, local authority, ward, constituency, LSOA/MSOA/output area, police force, rural-urban class and deprivation rank. One fast call with no downstream data fetching. Use it to check a postcode exists, to get the codes needed for other datasets, or when you only need where somewhere is rather than what it is like. Args: - postcode (string): UK postcode, spaces optional - response_format ('markdown' | 'json'): default 'markdown' Returns: Coordinates, administrative geography, statistical geography codes (LSOA/MSOA/OA — these are the keys most UK open datasets are published against), and the deprivation rank with the index it came from. Examples: - "Where is SW11 1AA?" -> postcode="SW11 1AA" - "What LSOA covers M1 1AE?" -> postcode="M1 1AE" - "Is XY1 2AB a real postcode?" -> postcode="XY1 2AB" (returns an error with suggestions) Don't use when: you want data about the area — use postcode_report instead. Note: deprivation ranks are NOT comparable between UK nations. Each nation ranks its own areas against its own index, over a different number of areas; the index and its size are returned so you do not compare them by mistake.
Paramètres, retour & exemple (2)
Paramètrespostcode· string · requis
A UK postcode, e.g. "SW11 1AA"response_format· string · optionnel · markdown | json
'markdown' to read, 'json' for the structured record
Exemple d'appel{"name": "postcode_lookup", "arguments": {"postcode": "texte"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"lsoa": {}, "msoa": {}, "ward": {}, "region": "texte", "country": "texte", "latitude": 1, "postcode": "texte", "longitude": 1, "output_area": "texte", "rural_urban": "texte", "constituency": "texte", "police_force": "texte"}} - postcode_report≈ 1197 tokens
Full neighbourhood report for one UK postcode, assembled live from UK government open data. Covers eleven categories: demographics (Census 2021), crime (data.police.uk), deprivation (IMD/WIMD/SIMD/NIMDM), property prices (HM Land Registry), broadband and 5G (Ofcom), noise (Defra), transport, amenities (OpenStreetMap), schools (DfE register: name, phase and distance only, no Ofsted grades) and planning constraints (Planning Data platform, Environment Agency). Every figure carries the geography it describes (a postcode, an LSOA of ~1,500 people, or a whole local authority), the period it covers, and a benchmark where one exists. Read those: a crime count describes a 1 km square, and Ofcom mobile coverage describes an entire local authority, not the street. Args: - postcode (string): UK postcode, spaces optional - categories (string[], optional): subset to fetch; omit for all eleven - include_sources (boolean): append publisher and licence per category (default false) - response_format ('markdown' | 'json'): default 'markdown' Returns: Per category: a status, a one-paragraph summary, the facts (label, value, band, benchmark, geography, period, source id) and any caveats. Statuses that are normal rather than failures: - "out_of_coverage": the dataset genuinely does not cover this nation. Census tables are England & Wales; police.uk excludes Scotland; Planning Data, Defra noise and the DfE school register are England-only. The reason and the devolved equivalent are given. - "unavailable": a pre-built extract has not been generated for this area yet (noise, currently). - "partial": some sources answered and some did not; check notes. Examples: - "What's SW11 1AA like?" -> postcode="SW11 1AA" - "Is the broadband any good at M1 1AE?" -> postcode="M1 1AE", categories=["broadband","mobile"] - "Crime and schools near LA23 1AA" -> postcode="LA23 1AA", categories=["crime","schools"] Errors: - "No such postcode" with suggestions when the postcode does not exist - Terminated postcodes are reported with the year they were withdrawn Not a survey, valuation or conveyancing search. Check anything decision-critical against the source.
Paramètres, retour & exemple (4)
Paramètrespostcode· string · requis
A UK postcode, with or without a space, e.g. "SW11 1AA" or "m11ae"categories· array · optionnel
Which sections to fetch. Omit for all eleven. Fetching only what you need is faster and much smaller — e.g. ["crime","schools"] for a family-safety question.include_sources· boolean · optionnel
Append the publisher and licence of each dataset used (default false)response_format· string · optionnel · markdown | json
'markdown' to read, 'json' for the full structured facts
Exemple d'appel{"name": "postcode_report", "arguments": {"postcode": "texte"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"country": "texte", "postcode": "texte", "categories": [], "local_authority": "texte"}} - postcode_search_datasets≈ 784 tokens
Search a curated registry of 45 UK open datasets and APIs for property and neighbourhood research. Each entry records the dataset's home page, its machine-readable endpoint, format, licence, geographic coverage, update cadence, and the concrete questions it can answer. Use it to find the right source for something this server does not report directly — EPC ratings, planning applications, flood risk, council tax bands, bus timetables, air quality, ground stability, land ownership. Args: - query (string, optional): free text over name, publisher, category, endpoint and questions - category (string, optional): category prefix, e.g. "Crime", "Transport", "Environment" - limit (number): 1-45, default 10 - offset (number): pagination offset, default 0 - response_format ('markdown' | 'json'): default 'markdown' Returns: { total, count, offset, has_more, next_offset, datasets: [{ id, dataset, publisher, category, api, licence, coverage, update_frequency }] } Examples: - "Where do I get EPC data?" -> query="EPC" - "What flood datasets are there?" -> query="flood" - "List every transport source" -> category="Transport", limit=20 Follow up with postcode_get_dataset for the full entry including API docs and the questions it answers.
Paramètres, retour & exemple (5)
Paramètreslimit· integer · optionnel
Maximum results (default 10)query· string · optionnel
Free text matched against dataset name, publisher, category, API endpoint and the questions each dataset answers. Omit to list everything.offset· integer · optionnel
Results to skip, for paginationcategory· string · optionnel
Filter by category prefix, e.g. "Crime", "Transport", "Environment"response_format· string · optionnel · markdown | json
Exemple d'appel{"name": "postcode_search_datasets", "arguments": {"limit": 1, "query": "texte", "offset": 1, "category": "texte", "response_format": "markdown"}}Exemple de retour{"content": [{"type": "text", "text": "…"}], "structuredContent": {"count": 1, "total": 1, "offset": 1, "datasets": [], "has_more": true, "next_offset": 1}}
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