Aient AI SRE MCP · Aient
Auth requiredAn authentication challenge is availability, not an outage — the endpoint is reachable and answering. Passive observation records the challenge and any OAuth discovery metadata without ever authenticating. OAuth-authenticated contract monitoring is planned.
Availability — last 30 days
Last observed 2 h ago by MCP Tools Edge Scanner · scheduled every 120 min
logging capability.logging capability.signup changed.| Path | Change | Classification | Detail |
|---|---|---|---|
| tools.signup | description changed | Informational | Descriptions or metadata for signup changed.No structural change. Wording changes can still influence model tool selection. |
| tools.verify_email | description changed | Informational | Descriptions or metadata for verify_email changed.No structural change. Wording changes can still influence model tool selection. |
Advertised capabilities
Tools 2
Resources 0
No resources advertised.
Prompts 0
No prompts advertised.
Inventory recorded Sep 18, 2026 — 11:45 AM as rev 2. Listing calls only — tools are never invoked.
Canonical contract hash
sha256:3bad376cd4354ad59f691af1715ec6dcd932c4fd8b5c53d467cea4ff064cf948
Computed centrally from the normalized capability inventory (normalizer v1). Scanners submit raw observations; the control plane normalizes and hashes, so every scanner agrees on the same value.
Revisions 2
| Rev | Observed | Hash |
|---|---|---|
| rev 2 | Sep 18, 2026 — 11:45 AM (45 d ago) | |
| rev 1 baseline | Sep 16, 2026 — 10:10 AM (47 d ago) |
Contract changes 1
Full snapshots are stored only when the canonical hash changes — unchanged observations update freshness without duplicating the contract.
Recent observations latest 30
| Observed | Result | Latency |
|---|---|---|
| Nov 2, 2026 — 12:25 AM (2 h ago) | Authentication required | 383 ms |
| Nov 1, 2026 — 10:20 PM (4 h ago) | Authentication required | 3304 ms |
| Nov 1, 2026 — 8:15 PM (6 h ago) | Authentication required | 575 ms |
| Nov 1, 2026 — 6:10 PM (8 h ago) | Authentication required | 453 ms |
| Nov 1, 2026 — 4:05 PM (10 h ago) | Authentication required | 551 ms |
| Nov 1, 2026 — 2:00 PM (12 h ago) | Authentication required | 3707 ms |
| Nov 1, 2026 — 11:55 AM (15 h ago) | Authentication required | 439 ms |
| Nov 1, 2026 — 9:50 AM (17 h ago) | Authentication required | 3742 ms |
| Nov 1, 2026 — 7:45 AM (19 h ago) | Authentication required | 374 ms |
| Nov 1, 2026 — 5:40 AM (21 h ago) | Authentication required | 543 ms |
| Nov 1, 2026 — 3:35 AM (23 h ago) | Authentication required | 625 ms |
| Nov 1, 2026 — 1:30 AM (1 d ago) | Authentication required | 358 ms |
| Oct 31, 2026 — 11:25 PM (1 d ago) | Authentication required | 374 ms |
| Oct 31, 2026 — 9:20 PM (1 d ago) | Authentication required | 435 ms |
| Oct 31, 2026 — 7:15 PM (1 d ago) | Authentication required | 363 ms |
| Oct 31, 2026 — 5:10 PM (1 d ago) | Authentication required | 384 ms |
| Oct 31, 2026 — 3:05 PM (1 d ago) | Authentication required | 386 ms |
| Oct 31, 2026 — 1:00 PM (2 d ago) | Authentication required | 301 ms |
| Oct 31, 2026 — 10:55 AM (2 d ago) | Authentication required | 396 ms |
| Oct 31, 2026 — 8:50 AM (2 d ago) | Authentication required | 368 ms |
| Oct 31, 2026 — 6:45 AM (2 d ago) | Authentication required | 2975 ms |
| Oct 31, 2026 — 4:40 AM (2 d ago) | Authentication required | 262 ms |
| Oct 31, 2026 — 2:35 AM (2 d ago) | Authentication required | 334 ms |
| Oct 31, 2026 — 12:30 AM (2 d ago) | Authentication required | 324 ms |
| Oct 30, 2026 — 10:25 PM (2 d ago) | Authentication required | 372 ms |
| Oct 30, 2026 — 8:20 PM (2 d ago) | Authentication required | 367 ms |
| Oct 30, 2026 — 6:15 PM (2 d ago) | Authentication required | 470 ms |
| Oct 30, 2026 — 4:10 PM (2 d ago) | Authentication required | 406 ms |
| Oct 30, 2026 — 2:05 PM (3 d ago) | Authentication required | 3137 ms |
| Oct 30, 2026 — 12:00 PM (3 d ago) | Authentication required | 361 ms |
Publisher supplied
unverified| Name | Aient AI SRE MCP |
| Vendor | Aient |
| Category | developer-tools |
| Docs | — |
| Repository | — |
| Auth expected | Auth expectations unknown |
Registry and publisher metadata from the deployment seed. Displayed as supplied — MCP Tools does not verify it.
Independently observed
verified| Server name | aient-mcp-signup |
| Server version | 0.1.0 |
| Transport | Streamable HTTP |
| Protocol version | 2025-06-18 |
| First observed | Sep 16, 2026 |
| Last observed | 2 h ago |
| Last successful | 2 h ago |
| Origin | Registry seed |
Facts recorded by scanners during passive observation — initialize and list calls only, never tool invocation.