Physical world context for AI agents

One API for data, enrichment, tools and signals.

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Every value cited

  • USGS
  • FEMA
  • NOAA
  • USDA
  • EPA
  • EIA
  • FCC
  • CENSUS
  • NREL
  • USFWS
  • USFS
  • FHWA
  • FAA
  • BTS
  • USACE
  • BLM
  • HUD
  • FHFA
  • BLS
  • NSIDC
  • OVERTURE
  • REGRID
  • JRC
  • SENTINEL-2

Power your agents to make decisions about the physical world

Without Mireye

What's the elevation at 40.7128, -74.006?

Claude

I don't have real-time access to elevation databases. Based on general knowledge, the area near 40.7128, -74.006 (Manhattan, NYC) has elevations ranging from roughly sea level to about 10 to 50 meters depending on the specific location.Would you like me to suggest some online tools for looking up precise elevation?

No source. No timestamp. Estimated range.

With Mireyelive · captured 2026-07-28

What's the elevation at 40.7128, -74.006?

Claude, powered by Mireye

The elevation at 40.7128, -74.006 is 13.03 meters above sea level (NAVD88 datum).

elevation
= 13.03 meters
fetched
= 2026-07-28
confidence
= medium

Federal source, clickable URL, fetched timestamp, confidence.

One API to connect your agents to physical world data, enrichment, tools and signals

AI agents — Claude, ChatGPT, Kimi, Gemini, Cursor, Grok, Copilot, DeepSeek, or custom agents — ask Mireye through one API with MCP tools. Mireye returns cited data, enrichment, proprietary fields, signals and tools, indexed from the physical world. A field the catalog doesn't have yet can be requested — matched against the catalog first, and a genuine gap becomes one queued build that flows back into Mireye for every caller after.

Sectors we power

Every “should I care about this place, and why?” question routes to the same API — these are the desks already asking it.

  • Data center siting

  • Renewable energy siting

  • Insurance underwriting

  • Mortgage & title

  • Residential land

  • Commercial lending

Ask anything about a place.

Ask a question about a place and get a cited answer. One call can resolve an address, fetch fields, and measure distances, and you get back the plan it ran so you can replay it.

mireye powered agent · claude-opus

Turn anything into a place.

Send a US street address and get back the coordinate it names, with how that coordinate was derived — sitting on the parcel, or interpolated along a street centerline — and a confidence score. Centroid-grade and low-confidence matches are refused rather than guessed.

mireye powered agent · gpt-5 · tools: mireye_geocode

One string, the whole stack.

Geocoding gives you a point. Lookup gives you the place: county, tract, congressional district, metro, timezone, elevation and flood status resolved in the same call — and a typed refusal when the match is not good enough to stand behind.

mireye powered agent · gpt-5 · tools: mireye_lookup

Cited facts at any location.

Name the fields or a preset and get typed values for any US location, each with its source, fetch time, and confidence. Send hundreds of locations in one call, and one bad address does not fail the rest.

mireye powered agent · claude-opus · tools: mireye_fetch

Measure what the data can't say.

Four drive-time operations at any US or Canadian location: point-to-point distance, nearest-by-road over curated infrastructure sets — airports, substations, power plants, rail, ports, urban areas — screening by drive-time cutoff, and labor sheds. Every answer states what it charged and what it can't know.

mireye powered agent · gpt-5 · tools: mireye_proximity

Request a field that doesn't exist yet.

Describe the data in plain language, with the locations where you need it. Already in the catalog and you get the field plus a cited sample now; close but not exact and you get the near miss to accept or reject; nothing answers it and one build is queued with a request_id to poll. An ask Mireye can't index — real-time, commercially licensed, personal contact data — comes back as a typed no with somewhere else to go.

mireye powered agent · gpt-5 · tools: mireye_request_field, mireye_field_request_status

Frequently asked questions

Mireye is the physical-world layer for AI agents: sourced data, enrichment, and the tools on top of them. Ask a question in natural language, resolve an address to its canonical parcel, or fetch cited fields at any US coordinate — one API and one MCP server, with a citation attached to every field.

Give your agents the context to act in the physical world.

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