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PixelGust MCP server

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

read 2026-10-20

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Whose server it is
  • Registry namecom.pixelgust/mcpverified in the MCP registry

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

When we asked itchecked 2026-10-20
  • Stateanswerschecked 2026-10-20
  • Tools9
  • Server calls itselfpixelgust
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-20 the server answered initialize and tools/list without a sign-in. First answer in 218 ms.

Should an agent connect itNot proven either way yet
  • Its tools do pull weather and terrain data into apps via API; assess flood and fire hazard exposure for a site, but not export location climate reports to PDF or Excel.
  • Checked on 3 of the 7 days it takes to judge reliability.

Once connected

  • For "assess flood and fire hazard exposure for a site", the likely first call is get_hazards.

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: 3, the first on 2026-10-20
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
  • What an agent can do with it2 of 3 use cases
  • Answeredmeasuring3 of the 7 daily checks it takes to print a share
  • Median first answer302 ms
  • Space in an agent's context≈ 1,339 tokensthe definitions of all its tools (9), which an agent carries on every turn
  • Tool definitionsB · 81 of 100
  • Typed results0 of 9 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 1 of 9
  • Not saying whether it only reads or can destroy: 9 of 9

What an agent can do with it

  • can do · pull weather and terrain data into apps via API
  • cannot · export location climate reports to PDF or Excel
  • can do · assess flood and fire hazard exposure for a site

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 (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). 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 offers9 tools · read 2026-10-20
  • get_current_weather

    Current weather conditions for a point: temperature, humidity, dewpoint, wind speed and direction, precipitation, pressure, cloud cover, solar radiation, plus terrain, land cover, NDVI, population density, and soil context. Source: NOAA…

  • get_weather_forecast

    Daily weather forecast for a point, up to 7 days ahead. day=0 is today, day=6 is six days out. Returns daily mean, min, and max per variable.

  • get_historical_climate

    10-year historical climate averages (2015-2025, ERA5 reanalysis) for a point. Omit month for the annual average, or pass month 1-12 for that month's climatology with min and max ranges. Use this for questions about typical climate…

  • get_climate_timeseries

    Monthly time series 2015-2025 (about 130 monthly values) for one variable at a point, plus the 12-month climatology. Variables: temperature_c, precipitation_mm, dewpoint_c, skin_temperature_c, surface_pressure_hpa, snowfall_cm…

  • get_terrain

    Terrain for a point: elevation, slope, and aspect at 30m resolution (Copernicus DEM), plus Topographic Wetness Index (flood susceptibility indicator).

  • get_hazards

    Natural hazard indices for a point: Fire Weather Index (current danger), soil erosion risk (RUSLE, t/ha/yr), and flood susceptibility (Topographic Wetness Index).

  • get_environment

    Environmental data for a point: NDVI vegetation index (300m), annual evapotranspiration (MODIS), and ESA WorldCover land cover class.

  • get_proximity

    Distances in km from a point to the nearest city, airport, port, hospital, power plant, and other key infrastructure.

  • get_polygon_stats

    Aggregate statistics (mean, min, max, std) over a polygon area: weather, terrain, hazards, environment, soil, and population. Coordinates are [longitude, latitude] pairs forming a ring. Maximum area depends on plan (free tier: 100 km2)…

How to connect

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

{
  "mcpServers": {
    "pixelgust": {
      "type": "http",
      "url": "https://pixelgust.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http pixelgust https://pixelgust.com/mcp

Add to CursorAdd to VS Code

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

OpenAPI spec

62 paths, read 2026-10-20. Open the spec ↗

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.