Clara — Personal Clean Air Planner

com.southlondonscientific/clara

UK personal air quality advice and daily exposure assessment. Pairs with Hermes for live data.

healthy

status

tools exposed

11375ms

connect latency

547bd8b2e8a7

schema fingerprint

Tools (2)

contextual_advice

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

exposure_assessment

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 re

Endpoint

https://clara-mcp.southlondonscientific.com/mcp
Category: AI & LLM · Last checked: 2026-07-30T13:10:13Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.