Air Quality

What it grounds

Ground agents in verifiable, real-time air quality — PM2.5, ozone and AQI by city — so health and environmental answers rest on live readings.

Ways to ground with it

Grounded scheduling & logistics

Let a scheduling or ops agent call Air Quality before it confirms an outdoor booking or route, so decisions rest on the real forecast instead of a guess.

Support agents that don't invent forecasts

A customer-support agent asked about conditions will make something up unless it can check. Enable Air Quality and it grounds the answer in live data it can cite.

Location-aware reasoning

Feed air quality into a multi-step agent so downstream reasoning — travel, delivery, events — starts from verified conditions.

Connect over MCP

Point your agent framework at the VerveContext endpoint. Every enabled source — this one included — becomes a tool the model can call. No per-source plumbing.

context.json

{
  "mcpServers": {
    "vervecontext": {
      "url": "https://api.vervecontext.com/v1/mcp",
      "headers": { "x-api-key": "vc_live_••••" }
    }
  }
}

# “airquality” is now a tool your agent can call

Facts your agent can cite

Each call returns structured fields your agent can read — and trace back to this source.

pm2_5
pm10
carbonMonoxide
ozone
nitrogenDioxide
sulfurdioxide
usEpaIndex
gbDefraIndex

Air Quality, answered

How to ground an agent in it over MCP.

How do I give my agent Air Quality?

Enable it on VerveContext and point your agent framework at the VerveContext MCP endpoint. Air Quality then appears to the model as a tool named airquality, which it calls when a task needs it — no per-source plumbing.

Which agents and frameworks can use it?

Any MCP client — Claude, Cursor, LangChain, and custom agents all speak the Model Context Protocol. Air Quality is exposed as a standard tool, so nothing source-specific is required.

Can the agent cite Air Quality?

Yes. Air Quality is verifiable factual grounding — every value the agent pulls can carry Air Quality as its source, so a person (or another system) can trace where the fact came from.

How many credits does a Air Quality call cost?

Each call costs 5 credits. Scoped keys let you grant an agent only the sources it should reach, and usage logs show exactly what was pulled to ground each answer.

How current is the data?

Air Quality is served live from APIVerve's production data engine and pulled at the moment the agent calls it, so answers reflect the world now rather than the model's training cutoff.

Where does the data come from, and what shows on my bill?

VerveContext runs on APIVerve, our production data engine; Air Quality is one of 300+ sources on the same key. Invoices and card statements show APIVERVE.

Grounded scheduling & logistics

Support agents that don't invent forecasts

Location-aware reasoning

Air Quality, answered

Ground your agents in Air Quality. Connect over MCP, enable the source, and every answer carries its receipts.

Scaling up?