UK personal air quality advice and daily exposure assessment. Pairs with Hermes for live data.
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https://clara-mcp.southlondonscientific.com/mcp2 tools · 2054mscontextual_advicePersonalised air quality advice for a UK location and a specific
user context.
Use this tool whenever the user asks an air-quality question that
depends on *who they are* or *what they're about to do*: e.g. asthma,
pregnancy, school-age child, gas cooker at home, tube commute,
outdoor exercise. It composes location-specific pollution with the
user's personal context to produce evidence-based advice — far more
targeted than a generic "high pollution day" handout.
Composable with Hermes: pass pm25/no2 from Hermes get_current_aq for
advice based on live readings rather than annual average estimates.
Returns structured advice with a plain-English summary, health context,
and local intervention information. Present the 'summary' to users first.
Args:
postcode: UK postcode (e.g. "SE17 1RL"). Provides coords + LAEI pollution.
latitude: Latitude for coordinate-based lookup.
longitude: Longitude for coordinate-based lookup.
pm25: PM2.5 concentration in ug/m3. Overrides location-based estimate.
no2: NO2 concentration in ug/m3. Overrides location-based estimate.
setting: Context — residential, school, workplace, outdoor_exercise, commute.
has_gas_cooker: Whether the person has a gas cooker (affects indoor advice).
commute_mode: If setting is commute — walk, cycle, bus, car, train, tube.
has_indoor_sources: Indoor pollution sources (smoking, woodstove).
audience: Target audience — general, children, elderly, respiratory, pregnant.Personalised air quality advice for a UK location and a specific user context. Use this tool whenever the user asks an air-quality question that depends on *who they are* or *what they're about to do*: e.g. asthma, pregnancy, school-age child, gas cooker at home, tube commute, outdoor exercise. It composes location-specific pollution with the user's personal context to produce evidence-based advice — far more targeted than a generic "high pollution day" handout. Composable with Hermes: pass pm25/no2 from Hermes get_current_aq for advice based on live readings rather than annual average estimates. Returns structured advice with a plain-English summary, health context, and local intervention information. Present the 'summary' to users first. Args: postcode: UK postcode (e.g. "SE17 1RL"). Provides coords + LAEI pollution. latitude: Latitude for coordinate-based lookup. longitude: Longitude for coordinate-based lookup. pm25: PM2.5 concentration in ug/m3. Overrides location-based estimate. no2: NO2 concentration in ug/m3. Overrides location-based estimate. setting: Context — residential, school, workplace, outdoor_exercise, commute. has_gas_cooker: Whether the person has a gas cooker (affects indoor advice). commute_mode: If setting is commute — walk, cycle, bus, car, train, tube. has_indoor_sources: Indoor pollution sources (smoking, woodstove). audience: Target audience — general, children, elderly, respiratory, pregnant.
No input schema was published for this tool.
exposure_assessmentEstimate personal daily air pollution exposure across home, work, and commute.
Uses time-weighted modelling across environments: home (with indoor source
adjustments), work, and commute (with route-based pollution and transport mode
factors). Based on annual average pollution estimates, not live readings.
Args:
home_postcode: Home location UK postcode (e.g. "SE17 1RL"). Required.
work_postcode: Work/school location postcode. Omit if not commuting.
transport_mode: Commute mode — walk, cycle, bus, car, train, tube.
work_frequency: How often you commute — most_days, some_days, less_often, never.
commute_hour: Hour of commute (0-23) for time-of-day pollution adjustment.
cooker_type: Home cooker type — gas, electric, induction, unknown.
smoking_at_home: Whether anyone smokes indoors (major PM2.5 source).
tube_line: London Underground line for tube commuters (e.g. "victoria").Estimate personal daily air pollution exposure across home, work, and commute. Uses time-weighted modelling across environments: home (with indoor source adjustments), work, and commute (with route-based pollution and transport mode factors). Based on annual average pollution estimates, not live readings. Args: home_postcode: Home location UK postcode (e.g. "SE17 1RL"). Required. work_postcode: Work/school location postcode. Omit if not commuting. transport_mode: Commute mode — walk, cycle, bus, car, train, tube. work_frequency: How often you commute — most_days, some_days, less_often, never. commute_hour: Hour of commute (0-23) for time-of-day pollution adjustment. cooker_type: Home cooker type — gas, electric, induction, unknown. smoking_at_home: Whether anyone smokes indoors (major PM2.5 source). tube_line: London Underground line for tube commuters (e.g. "victoria").
No input schema was published for this tool.
2 of 2 tools published a description.
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UK personal air quality advice and daily exposure assessment. Pairs with Hermes for live data.
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