varqo
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perception infrastructure

Real world perception
for intelligent systems.

varqo turns sensor streams into structured, schema-validated observations. One API for human operators and the AI agents that act on their behalf.

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142
sources online
9
schemas
2.4M
observations / day
180ms
p50 latency
live observations
142 sources · 9 schemas
source
location
event
conf
CHX-014
Chamonix · Aiguille du Midi
alpine.surface
firm-snow · vis 42.0km
0.94
TYR-088
Tyrol · Arlberg Pass
alpine.fog
visibility 1.2km · dense
0.91
BRD-101
Bordeaux · Pessac-Léognan
viticulture.disease
mildew risk · low (0.18)
0.88
STM-022
St. Moritz · Corviglia
alpine.frost
frost line ↑ 280m
0.79
KIT-201
Kitzbühel · Hahnenkamm
crowd.density
queue 142 · waiting 8m
0.96
BRG-440
Bregenz · Pfänder ridge
weather.lightning
cloud-to-ground · 1 / min
0.93
built for both audiences

A single perception layer for operators and the agents working on their behalf.

01

REST + streaming API

Pull the latest observation, subscribe to webhooks, or hold a long-poll cursor. Schema-typed responses, predictable shapes, no parsing of raw video.

02

MCP server, day one

Connect any MCP-compatible agent to your sources. Agents get tools to list sources, query observations, and subscribe — typed, scoped, audited.

03

Operator console

Real humans need to see what their agents are acting on. Live map, side-by-side observation feeds, one-click to the underlying frame.

HTTP · GET /v1/observations
copy
# latest reading from a source
curl https://api.varqo.io/v1/sources/CHX-014
     -H "Authorization: Bearer $VARQO_KEY"
 
# or subscribe
POST /v1/webhooks { url, schema: "alpine.*" }
MCP · client.json
copy
// register varqo as a tool source
{
  "mcpServers": {
    "varqo": {
      "command": "npx varqo-mcp",
      "env": { "VARQO_KEY": "…" }
    }
  }
}
schemas in production

Surface, fog, frost, lightning, plant disease, crowd density — typed observations on every frame.

updating every 1s
frame · live
1920×1080
Aiguille du Midi · North Face
CHX-014 · Chamonix
alpine.surface
surface
firm-snow
vis
41.0 km
wind
23 kph
temp
-6.1°C
0.94
0s ago
frame · live
1920×1080
Arlberg Pass · East
TYR-088 · Tyrol
alpine.fog
fog
dense
vis
0.9 km
ceiling
61 m
trend
↘ thinning
0.87
7s ago
frame · live
1920×1080
Pessac-Léognan · Block 7
BRD-101 · Bordeaux
viticulture.disease
mildew
low
risk
0.25
leaf-wet
10 min
canopy
closed
0.89
14s ago
frame · live
1920×1080
Pfänder Ridge · West
BRG-440 · Bregenz
weather.lightning
strikes
1 / min
proximity
3.4 km
cloud
cumulonimbus
polarity
−CG
0.96
21s ago
frame · live
1920×1080
Hahnenkamm · Top Station
KIT-201 · Kitzbühel
crowd.density
queue
179
wait
8 min
flow
+2.4%/m
density
high
0.97
28s ago
frame · live
1920×1080
Corviglia · Mid-Mountain
STM-022 · St. Moritz
alpine.frost
frost-line
2752 m
Δ24h
+280 m
surface
firm
dew-pt
-11.8°C
0.91
35s ago
early access

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