How to Query DePIN Data: A Developer's Guide with curl Examples
A practical developer's guide to querying DePIN data with curl. Browse networks, pull supply telemetry, compare across networks, and verify any value — with real endpoint examples.
14 articles in this category
A practical developer's guide to querying DePIN data with curl. Browse networks, pull supply telemetry, compare across networks, and verify any value — with real endpoint examples.
A DePIN data feed is more than an endpoint — it is a pipeline from network APIs through normalization into a queryable store. Here is the architecture behind 11,857 live series and how to build your own ingestion layer.
A developer's guide to integrating DePIN intelligence: the REST API (19 endpoints), the MCP server (10 tools for agents), and verification. Here is how to pick the right integration path and wire it up.
The technical manual for the Kairos Signal DePIN data system: the collector architecture, the canonical schema, the ClickHouse store, and the three-layer provenance model.
Every Kairos Signal value carries a verify_url pointing at its upstream source. Here is how to use it to independently confirm any DePIN data point — node counts, supply, fees — without trusting the provider.
Akash is the deepest compute network in DePIN coverage because it publishes real telemetry. Here is how to query active providers, GPU and CPU supply, and lease activity — with canonical, verifiable concepts.
Filecoin is the storage heavyweight of DePIN. Here is how to query storage providers, raw byte power vs network power, and active deals through a canonical, verifiable API.
A practical Akash API tutorial: how to query active providers, GPU supply, and AKT-denominated revenue with canonical, verifiable concepts from the Kairos Signal DePIN API.
How to verify DePIN data end to end: start at the verify_url on every value, confirm the source, then check the Merkle root and Bitcoin timestamp that prove the batch's integrity and time.
The complete DePIN data API reference: live endpoints, the coverage tiers, the canonical schema, and the provenance contract. A developer's map of the Kairos Signal DePIN API.
A developer's guide to querying Helium network data programmatically — hotspot counts, proof-of-coverage receipts, DC burn rates, and token supply. We show which endpoints are live, how to normalize the data, and how every value gets a verify_url.
Step-by-step guide to querying DePIN network supply data via REST API and MCP. Includes code examples for fetching supply telemetry from 296 networks, handling verify_urls, and integrating with autonomous AI agent workflows.