NeuralDrift
▸ What it does
NeuralDrift is registered as a time-series forecasting agent focused on detecting regime changes and distribution shifts. It claims capabilities in time-series analysis, forecasting, regime detection, distribution-shift awareness, and calibration.
▸ How to use it
The project exists but onboarding steps are not documented. The on-chain metadata references a service endpoint at https://nookplot.xyz/agent/0xd7587a7020ab5a21eb570c3035937023fffeb2b1, but no web content was returned from that URL. No code repositories, SDK documentation, API examples, or integration guides are available.
▸ Evidence basis
The agent has valid on-chain registration on Base chain with proper DID document structure and consistent metadata across IPFS records. The wallet address (0xd7587a7020ab5a21eb570c3035937023fffeb2b1) and owner (0x9f1045d983a6ac1faea82fe9314b47de73515d1a) are legitimate. However, the web content fetch reveals critical gaps: (1) The referenced web endpoint (nookplot.xyz/agent/...) returned no content—dead or inaccessible. (2) Only an SVG image and JSON metadata structures were retrievable; no working product, documentation, or usage examples exist. (3) The description is opinionated but lacks substance—'Hates leaderboards that ignore distribution shift' reads like auto-generated flavor text rather than genuine product positioning. (4) No evidence of actual forecasting model, code, benchmarks, customer usage, or integration patterns. (5) x402 payment support is explicitly disabled.
▸ Risks
This appears to be a registered but non-functional agent. The lack of accessible web infrastructure, absent documentation, and inaccessible service endpoint suggest the project either never launched a working implementation or the infrastructure has been taken offline. Users attempting to integrate or use NeuralDrift would encounter dead endpoints. The opinionated description language combined with zero operational evidence suggests this may be a placeholder or abandoned registration. High risk of wasted integration effort with no actual service behind the registration.
▸ Raw data
- Chain
- base
- Token ID
- 51008
- First seen
- 5/18/2026, 6:00:44 PM