mugilu
Server Details
The sky over any place in India now: air quality, heat, rain, fog, smoke, UV, official warnings.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-06-18
- URL
- Repository
- urbanmorph/mugilu
- GitHub Stars
- 2
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 5 tools
Each tool targets a distinct query type: place resolution (search_place), point conditions (conditions_at), national aggregates (national_now), station proximity (nearest_stations), and official warnings (active_warnings). The only real overlap is that conditions_at also surfaces any NDMA warning over a spot, which partially duplicates active_warnings, though the descriptions make the distinction (point-level vs national feed) reasonably clear.
All names are snake_case, which is consistent at the surface level, but the grammatical patterns vary: verb_noun (search_place), noun_locative (conditions_at), adjective_noun (active_warnings), and noun_time (national_now, nearest_stations). Readable, but there is no single predictable convention an agent can rely on.
Five tools is well-scoped for a 'current environmental conditions in India' server; each tool covers a genuinely different query shape (resolve, point, national, stations, warnings) with no filler. Nothing feels thin or padded.
The read-only surface covers the main access paths for present conditions: disambiguation, point readings, national extremes, measurement proximity, and official alerts. The notable gap is forecasting/time-series and historical queries, which the descriptions explicitly disclaim, so agents needing future conditions have no tool.
Available Tools
5 toolsactive_warningsARead-onlyIdempotentInspect
Official NDMA/IMD hazard warnings currently active across India (the authoritative channel). Optionally filter by a region/state name (matched against the headline).
Inputs: region.
conditions_atARead-onlyIdempotentInspect
What the sky is doing at a place in India RIGHT NOW (not a forecast): air quality (CPCB AQI + pollutants + AQLI years-of-life-lost), heat (feels-like, wet-bulb, WBGT), cold, rain, wind, fog/visibility, dust, fire-smoke, UV, and any official NDMA warning over that spot, plus an Ambient read naming the single worst hazard and the readings in order of risk (ambient.order). Separately, where it stands out, today's modelled daily high (the model's estimate for the whole local day, so partly forecast early in the day) against the 1991-2020 normal there. Pass persona to weight it for a vulnerable person. To target a specific ward, hospital, forest, river or boundary, resolve it with a geo source (e.g. the bharatlas MCP) first, then pass the coordinate here. Surface the returned attribution and disclaimer.
Inputs: place (required), persona.
national_nowARead-onlyIdempotentInspect
The national picture right now: the worst-air, hottest, and dustiest spots in India. Filter with kind (air | heat | dust).
Inputs: kind.
nearest_stationsARead-onlyIdempotentInspect
The nearest real (measured) air-quality monitoring stations to a place, with distance and current AQI. Use to judge how close hard measurement is. Conditions can be modelled when no station is near.
Inputs: place (required), n.
search_placeARead-onlyIdempotentInspect
Resolve an Indian place name to candidates (name, detail, coordinate). Use to disambiguate before conditions_at. Covers cities, districts and air-monitoring stations. For sub-city wards, hospitals, forests, rivers or boundaries, use a geo source like the bharatlas MCP instead.
Inputs: query (required).
Tool Schema Changelog
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