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Which MCP servers are Atmy's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-28

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Whose server it is
  • Registry nameai.atmy/air-qualityverified in the MCP registry

The registry name sits under atmy.ai. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-28
  • Stateanswerschecked 2026-10-28
  • Tools11
  • Server calls itselfatmy
  • Server version1.4.0
  • Protocol version2025-06-18

On 2026-10-28 the server answered initialize and tools/list without a sign-in. First answer in 625 ms.

Should an agent connect itNot proven either way yet
  • Its tools do Check current PM2.5 levels in a city, but not Download air quality readings as CSV files.
  • Checked on 1 of the 7 days it takes to judge reliability.

Once connected

  • For "Check current PM2.5 levels in a city", the likely first call is search_cities.
  • Parameters are untyped or undescribed in 6 of 11 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 1, the first on 2026-10-28
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
  • What an agent can do with it1 of 2 use cases
  • Use385 npm downloads a week
  • Answeredmeasuring1 of the 7 daily checks it takes to print a share
  • Median first answer639 ms
  • Space in an agent's context≈ 2,489 tokensthe definitions of all its tools (11), which an agent carries on every turn
  • Tool definitionsA · 91 of 100
  • Typed results0 of 11 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 6 of 11

What an agent can do with it

  • can do · Check current PM2.5 levels in a city
  • not sure · Compare air quality across European cities
  • cannot · Download air quality readings as CSV files

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers11 tools · read 2026-10-28
  • search_cities

    Find the cities with an Atmy air-quality summary by name (any language) or country. Returns slugs to pass to the other tools.

  • get_air_quality

    PM2.5 now in a city (mean of the latest reading of each eligible sensor, at most 60 minutes old) with its US EPA category and the weather now (temperature, humidity, pressure, wind, clouds, precipitation), plus the last completed day from…

  • get_air_quality_history

    Daily PM2.5 of a city from the Atmy Data Hub (UTC days, sensors after the quality check) with the day's weather from 2026-01-19 (mean, lowest and highest temperature, humidity, pressure, wind, strongest gust, clouds): the last days, or…

  • get_air_quality_monthly

    The whole measurement history of a city from the Atmy Data Hub: PM2.5 per month with the month's weather from 2026-01, yearly means (complete years marked), the dirtiest and cleanest months and days. For questions like "how has the air…

  • get_city_forecast

    The next hours of a city: temperature, wind, humidity, precipitation and the pollution accumulation index 0–100 (how strongly the weather keeps particles near the ground). A weather estimate, not a PM2.5 forecast.

  • get_country_ranking

    Cities of a country ranked by daily PM2.5 for the last completed day (Atmy Data Hub), most polluted or cleanest first.

  • list_sensor_networks

    The sensor networks in Atmy (Sensor.Community, AirGradient, Atmy) with their number of sensors, how many pass the quality check, and their license.

  • find_sensors

    Single sensors with their latest reading (PM1, PM2.5, PM10, temperature, humidity, pressure), network and quality check: status, rating 0–10 of the last checked day, the mean rating of the last 7 days and the reasons. Filter by city…

  • get_sensor

    One sensor by its id: location, network, license, quality check with rating and reasons, and the latest reading.

  • get_sensor_readings

    Readings of one sensor: raw (the last 31 days, at most 7 days a call), 5-minute means (the same windows), hourly means (the last 366 days, at most 92 days a call) or daily means (UTC days of the last 366 days, with the quality check of…

  • get_sensors_average

    The mean of up to 100 sensors per 5 minutes, hour or UTC day, each sensor counted once per bucket, with the number of sensors in each bucket. Windows as in get_sensor_readings; by day at most 92 days a call.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "air-quality": {
      "type": "http",
      "url": "https://api.atmy.ai/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http atmy https://api.atmy.ai/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://api.atmy.ai/mcp as a custom connector in the settings.

Also shipped through: npm

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.