Provided by Serper
Search Images by Keyword or Description (Serper)
Search Google Images for pictures that match a phrase: every picture carries its title, the page it sits on, the image URL and its pixel dimensions. Supply a query phrase, and optionally a country code (gl), a language code (hl) and up to 20 pictures per call — this is the one vertical where the count really changes what comes back.
Contract snapshot: 2026-09-17. Inspect in Glasser for current terms.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"q"
],
"properties": {
"q": {
"type": "string",
"minLength": 1
},
"gl": {
"type": "string",
"pattern": "^[a-z]{2}$"
},
"hl": {
"type": "string",
"pattern": "^[a-z]{2}$"
},
"num": {
"type": "integer",
"maximum": 20,
"minimum": 1
}
},
"additionalProperties": false
}{
"q": "aurora borealis",
"num": 10
}This Endpoint publishes no output schema. You get the Provider's own response body, unchanged — we do not warrant a shape we cannot guarantee.
How to run it
Two fields identify it: the Provider and the endpoint key. The key looks like a path because it usually mirrors the Provider's own, but it is an opaque identifier — not a URL you can open. The same provider:endpoint pair is what your Policy lists.
Once: paste this into your agent's chat. The Skill installs the CLI and logs in by itself. For an agent that cannot use a shell, connect it over MCP instead.
set up https://glasser.ai/SKILL.mdThen ask for this Endpoint:
Run the Serper Endpoint /images on Glasser with input {"q":"aurora borealis","num":10}glasser run -p serper -e '/images' -i '{"q":"aurora borealis","num":10}' --endpoint-version 2Pinned to version 2, the one this page shows: if a newer version is published first, the Run is refused instead of charged under new terms. Install and log in first on Get Started.
Once per Run:
IDEMPOTENCY_KEY=$(uuidgen)Run it, and copy this same block to send it again:
curl -X POST https://api.glasser.ai/v1/runs \
-H "Authorization: Bearer gl_..." \
-H "Idempotency-Key: $IDEMPOTENCY_KEY" \
-H "Content-Type: application/json" \
-d '{"provider":"serper","endpoint":"/images","input":{"q":"aurora borealis","num":10},"endpoint_version":2}'Reuse the same Idempotency-Key to send it again: the second send is a read of the first Run. A new key is a new Run and a new Charge. Pinned to version 2 for the same reason as the CLI.
What each outcome charges
| No result | The Provider answered: nothing matched. | $0.0022 |
|---|---|---|
| Provider error | The Provider failed to answer. | $0.00 |
| Timed out | The deadline won. | $0.00 |
| Internal failure | Our defect. | $0.00 |