com.southlondonscientific/hermes

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Au dernier audit MCP Hub, le serveur MCP « com.southlondonscientific/hermes » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

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 15 outils

• assess_location_aq≈ 246 tokens

  Comprehensive air quality assessment for a location in one call. Combines nearby monitor discovery and current readings with DAQI into a single response. Use this as the first tool call for any air quality question about a location. For long-term trend analysis, use the dedicated `trend_analysis` tool. Returns a structured 'summary' dict with purpose-appropriate sections. Present the summary description to users first. Args: location: Postcode, place name, or "lat,lon". purpose: What the user needs — "general" (default), "health" (safety/worry), "exercise" (outdoor activity), or "planning" (homebuying/school assessment/long-term).

  Paramètres, retour & exemple (2)

  Paramètres

  • purpose · string · optionnel
  • location · string · requis

  Exemple d'appel

  {"name": "assess_location_aq", "arguments": {"location": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• chart_aq_trend≈ 417 tokens

  Generate a time series chart of air quality data. Returns a PNG chart image with a brief text summary. Use this when users ask about trends, patterns, or want to visualise air quality over time. Args: start_date: Start date (ISO format, e.g. "2025-01-01"). end_date: End date (ISO format). location: Postcode, place name, or "lat,lon". Provide this or site_code. site_code: Direct site code. Provide this or location. pollutants: Optional filter, e.g. ["NO2", "PM2.5"]. Defaults to NO2, PM2.5, PM10, O3 if not specified. frequency: "hourly", "daily", or "monthly" (default "daily"). show_who_guidelines: Show WHO guideline reference lines (default True). show_daqi_bands: Show DAQI band background shading (default True).

  Paramètres, retour & exemple (8)

  Paramètres

  • end_date · string · requis
  • location · ? · optionnel
  • frequency · string · optionnel
  • site_code · ? · optionnel
  • pollutants · ? · optionnel
  • start_date · string · requis
  • show_daqi_bands · boolean · optionnel
  • show_who_guidelines · boolean · optionnel

  Exemple d'appel

  {"name": "chart_aq_trend", "arguments": {"end_date": "texte", "start_date": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• compare_locations≈ 200 tokens

  Compare current air quality across multiple locations side-by-side. Returns a ranked comparison by pollutant with DAQI bands and distance to nearest monitor. Useful for comparing development sites, school locations, or residential options. Args: locations: List of 2–6 locations (postcodes, place names, or "lat,lon"). pollutants: Optional filter, e.g. ["NO2", "PM2.5"]. Default: all available.

  Paramètres, retour & exemple (2)

  Paramètres

  • locations · array · requis
  • pollutants · ? · optionnel

  Exemple d'appel

  {"name": "compare_locations", "arguments": {"locations": []}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_aqi_summary≈ 212 tokens

  Get an AQI assessment with health advice and WHO compliance check. Returns a 'summary' with a plain-English health assessment, advice for general and at-risk populations, and WHO guideline context. Present the summary to users first. Also returns raw 'aqi' and 'who_compliance' data. Args: location: Postcode, place name, or "lat,lon". index: AQI system — "UK_DAQI" (default), "WHO", or "US_EPA". period: "current", "today", "this_week", or "this_month".

  Paramètres, retour & exemple (3)

  Paramètres

  • index · string · optionnel
  • period · string · optionnel
  • location · string · requis

  Exemple d'appel

  {"name": "get_aqi_summary", "arguments": {"location": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_current_aq≈ 282 tokens

  Get the most recent air quality readings near a location, with health context. Returns a 'summary' with a plain-English health assessment and advice for general and at-risk populations. Present the summary to users first. Also returns individual 'readings' from nearby monitors and 'metadata' about data freshness and sources. Args: location: Postcode, place name, or "lat,lon". radius_km: Search radius in kilometres (default 2.0). pollutants: Optional filter, e.g. ["NO2", "PM2.5"]. sources: Optional filter, e.g. ["AURN", "BREATHE_LONDON"].

  Paramètres, retour & exemple (4)

  Paramètres

  • sources · ? · optionnel
  • location · string · requis
  • radius_km · number · optionnel
  • pollutants · ? · optionnel

  Exemple d'appel

  {"name": "get_current_aq", "arguments": {"location": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_historical_aq≈ 344 tokens

  Get historical air quality data for a site or location, with health context. Returns a 'narrative' with plain-English interpretation of trends, WHO guideline exceedances, and guideline comparisons. Present the narrative to users first. Also returns raw 'data' and 'summary' statistics. Args: start_date: Start date (ISO format, e.g. "2025-01-01"). end_date: End date (ISO format). location: Postcode, place name, or "lat,lon". Provide this or site_code. site_code: Direct site code. Provide this or location. pollutants: Optional filter, e.g. ["NO2", "PM2.5"]. frequency: "hourly", "daily", or "monthly" (default "daily").

  Paramètres, retour & exemple (6)

  Paramètres

  • end_date · string · requis
  • location · ? · optionnel
  • frequency · string · optionnel
  • site_code · ? · optionnel
  • pollutants · ? · optionnel
  • start_date · string · requis

  Exemple d'appel

  {"name": "get_historical_aq", "arguments": {"end_date": "texte", "start_date": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• kb_get_guidelines≈ 178 tokens

  Get current air quality guideline and target values. Args: framework: "WHO", "UK", "EU", or "all" (default). pollutant: Optional filter for a specific pollutant. Returns the full guidelines document (markdown).

  Paramètres, retour & exemple (2)

  Paramètres

  • framework · string · optionnel
  • pollutant · ? · optionnel

  Exemple d'appel

  {"name": "kb_get_guidelines", "arguments": {"framework": "texte", "pollutant": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"result": "texte"}}

• kb_get_health_effects≈ 204 tokens

  Get health evidence summaries for a pollutant and population group. Args: pollutant: "NO2", "PM2.5", "PM10", or "O3". population_group: "general", "children", "elderly", "respiratory", "cardiovascular", or "pregnant" (default "general"). Returns health effects document (markdown).

  Paramètres, retour & exemple (2)

  Paramètres

  • pollutant · string · requis
  • population_group · string · optionnel

  Exemple d'appel

  {"name": "kb_get_health_effects", "arguments": {"pollutant": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"result": "texte"}}

• kb_get_local_context≈ 136 tokens

  Get area-specific contextual information. Args: area: "southwark", "london", or a specific neighbourhood. Returns local context document (markdown).

  Paramètres, retour & exemple (1)

  Paramètres

  • area · string · optionnel

  Exemple d'appel

  {"name": "kb_get_local_context", "arguments": {"area": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"result": "texte"}}

• kb_get_monitoring_explainer≈ 184 tokens

  Get plain-language explanations of monitoring methods and limitations. Args: topic: One of "how_monitors_work", "regulatory_vs_lowcost", "what_readings_mean", "why_numbers_differ", "representativeness", "data_quality", "what_monitors_measure". Returns monitoring explainer document (markdown).

  Paramètres, retour & exemple (1)

  Paramètres

  • topic · string · requis

  Exemple d'appel

  {"name": "kb_get_monitoring_explainer", "arguments": {"topic": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"result": "texte"}}

• kb_get_practical_advice≈ 284 tokens

  Generic protective-action guidance for a category of situation (NOT keyed to an individual user's context). For *personalised* advice that takes the user's specific health situation into account (asthma, pregnancy, gas cooker, tube commute, indoor sources), prefer the Clara MCP server's `contextual_advice` tool — it composes Hermes live readings with personal context to give an answer keyed to *this* user, *now*. Use this KB tool only as a fallback or when Clara is not available. Args: situation: One of "high_pollution_day", "commuting", "exercise", "school_run", "indoor_air", "planning_objection", "pregnancy", "child_asthma". Returns practical advice document (markdown).

  Paramètres, retour & exemple (1)

  Paramètres

  • situation · string · requis

  Exemple d'appel

  {"name": "kb_get_practical_advice", "arguments": {"situation": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"result": "texte"}}

• list_monitors≈ 220 tokens

  List air quality monitoring sites near a location, with context. Returns a 'summary' explaining how many monitors were found, their operational status, and what each monitor type represents. Present the summary to users first. Also returns a 'monitors' list with full metadata. Args: location: Postcode, place name, or "lat,lon". radius_km: Search radius in kilometres (default 5.0). sources: Optional filter, e.g. ["AURN", "BREATHE_LONDON"].

  Paramètres, retour & exemple (3)

  Paramètres

  • sources · ? · optionnel
  • location · string · requis
  • radius_km · number · optionnel

  Exemple d'appel

  {"name": "list_monitors", "arguments": {"location": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• regulatory_stats≈ 221 tokens

  Get LAQM Annual Status Report-style statistics for a location. Returns annual means, percentiles, exceedance counts, data capture percentages, and compliance assessment against UK legal limits and WHO guidelines. Args: location: Postcode, place name, or "lat,lon". year: Calendar year to report on (default: most recent complete year). pollutants: Optional filter, e.g. ["NO2", "PM2.5"]. Default: all available.

  Paramètres, retour & exemple (3)

  Paramètres

  • year · ? · optionnel
  • location · string · requis
  • pollutants · ? · optionnel

  Exemple d'appel

  {"name": "regulatory_stats", "arguments": {"location": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• time_patterns≈ 212 tokens

  Analyse when pollution is highest — hour of day, day of week, and month. Returns temporal profiles showing typical patterns. Useful for advising on best times for outdoor exercise, school runs, or commuting. Args: location: Postcode, place name, or "lat,lon". pollutant: Pollutant to analyse — "NO2", "PM2.5", "PM10", "O3" (default "NO2"). period: Time window — "last_month", "last_3_months", "last_6_months", or "last_year" (default).

  Paramètres, retour & exemple (3)

  Paramètres

  • period · string · optionnel
  • location · string · requis
  • pollutant · string · optionnel

  Exemple d'appel

  {"name": "time_patterns", "arguments": {"location": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• trend_analysis≈ 270 tokens

  Analyse the long-term trend in a pollutant near a location. Uses Theil-Sen slope estimation with Mann-Kendall significance testing to determine whether air quality is improving, worsening, or stable. Robust to outliers and missing data. Returns a 'summary' with plain-English trend description and statistical details. Present the summary to users first. Args: location: Postcode, place name, or "lat,lon". pollutant: Pollutant to analyse — "NO2", "PM2.5", "PM10", "O3" (default "NO2"). years: Number of years of data to analyse (default 5, range 2–5). Requests outside this range are clamped; the response includes ``metadata.years_clamped`` and a note in ``summary`` when so.

  Paramètres, retour & exemple (3)

  Paramètres

  • years · integer · optionnel
  • location · string · requis
  • pollutant · string · optionnel

  Exemple d'appel

  {"name": "trend_analysis", "arguments": {"location": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

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Source

https://hermes.southlondonscientific.com/mcp