aetherya_read
shallowai.aetherya/mcp · Verify this server
Myrias instant read. Reads 2-5 variants against a census-weighted synthetic population for a market, in seconds, and returns each variant's predicted action propensity, its lift over the control, and which demographic archetypes favour it. A variant can be copy (text), a live page (url), an image (image_path, image_url or image_base64) or a video (video_path). Media reads are single-kind: images or videos cannot be mixed with copy, pages or each other. The first read of a new image takes about 30-45 s and may come back running (collect it with aetherya_get_result). A video is uploaded and prepared first, about 1-2 min. Much cheaper and faster than aetherya_test_copy, which is the deeper follow-up. Counts against the monthly read allowance, not simulation sessions. Results are SIMULATED, not real-user data.
1 trials · measured today
aetherya_read scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.aetherya/mcp, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/79d9ccbd-6749-4fd6-8def-ee03c56efea1)