Aient AI SRE MCP · Aient
OperationalAvailability — last 30 days
Last observed 1 h ago by MCP Tools Edge Scanner · scheduled every 120 min
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 16, 2026 — 10:10 AM as rev 1. Listing calls only — tools are never invoked.
Canonical contract hash
sha256:7e6265fc7912ba7bd2f8e9df146fafbf3754d0e3be00a8032ab8138c8d56cdef
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 1
| Rev | Observed | Hash |
|---|---|---|
| rev 1 baseline | Sep 16, 2026 — 10:10 AM (1 d ago) |
Contract changes 0
No drift observed — every successful observation since Sep 16, 2026 has matched the baseline hash. Boring, in the best way.
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 |
|---|---|---|
| Sep 17, 2026 — 7:10 PM (1 h ago) | Reachable | 468 ms |
| Sep 17, 2026 — 5:05 PM (3 h ago) | Reachable | 2653 ms |
| Sep 17, 2026 — 3:00 PM (5 h ago) | Reachable | 2199 ms |
| Sep 17, 2026 — 1:00 PM (7 h ago) | Reachable | 2336 ms |
| Sep 17, 2026 — 10:55 AM (9 h ago) | Reachable | 2427 ms |
| Sep 17, 2026 — 8:50 AM (11 h ago) | Reachable | 2747 ms |
| Sep 17, 2026 — 6:45 AM (13 h ago) | Reachable | 2672 ms |
| Sep 17, 2026 — 4:40 AM (16 h ago) | Reachable | 235 ms |
| Sep 17, 2026 — 2:35 AM (18 h ago) | Reachable | 2221 ms |
| Sep 17, 2026 — 12:30 AM (20 h ago) | Reachable | 277 ms |
| Sep 16, 2026 — 10:30 PM (22 h ago) | Reachable | 1837 ms |
| Sep 16, 2026 — 8:25 PM (24 h ago) | Reachable | 2541 ms |
| Sep 16, 2026 — 6:20 PM (1 d ago) | Reachable | 391 ms |
| Sep 16, 2026 — 4:15 PM (1 d ago) | Reachable | 2545 ms |
| Sep 16, 2026 — 2:15 PM (1 d ago) | Reachable | 265 ms |
| Sep 16, 2026 — 12:15 PM (1 d ago) | Reachable | 239 ms |
| Sep 16, 2026 — 10:10 AM (1 d ago) | Reachable | 299 ms |
| Sep 16, 2026 — 8:10 AM (2 d ago) | Authentication required | 2232 ms |
| Sep 16, 2026 — 6:05 AM (2 d ago) | Authentication required | 326 ms |
| Sep 16, 2026 — 4:01 AM (2 d ago) | Authentication required | 2198 ms |
| Sep 16, 2026 — 2:00 AM (2 d ago) | Authentication required | 2062 ms |
| Sep 15, 2026 — 11:55 PM (2 d ago) | Authentication required | 294 ms |
| Sep 15, 2026 — 9:50 PM (2 d ago) | Authentication required | 272 ms |
| Sep 15, 2026 — 7:45 PM (2 d ago) | Authentication required | 305 ms |
| Sep 15, 2026 — 5:40 PM (2 d ago) | Authentication required | 367 ms |
| Sep 15, 2026 — 3:35 PM (2 d ago) | Authentication required | 243 ms |
| Sep 15, 2026 — 1:35 PM (2 d ago) | Authentication required | 330 ms |
| Sep 15, 2026 — 11:30 AM (2 d ago) | Authentication required | 248 ms |
| Sep 15, 2026 — 9:30 AM (2 d ago) | Authentication required | 3001 ms |
| Sep 15, 2026 — 7:25 AM (3 d ago) | Authentication required | 2729 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 | 1 h ago |
| Last successful | 1 h ago |
| Origin | Registry seed |
Facts recorded by scanners during passive observation — initialize and list calls only, never tool invocation.