LLMs can't parse raw hex calldata. SQD delivers pre-decoded events, typed transaction fields, and labeled contract interactions as clean JSON over a REST API — so your agents reason about blockchain state instead of fighting with data formats.
Events arrive with decoded parameter names, typed values, and contract labels. No ABI lookup, no hex-to-int conversion, no address resolution. Your agent gets {"from": "0x...", "amount": "1500000000", "token": "USDC"} — not raw log topics.
Feed your agent the latest blocks, events, and state changes as a continuous NDJSON stream. The agent's context stays current without polling or cron jobs — new on-chain actions arrive in the same HTTP connection within milliseconds.
An agent monitoring a cross-chain arbitrage opportunity doesn't need 5 different RPC integrations. One SQD query spans Ethereum, Arbitrum, Base, Polygon, and Solana — the agent sees all relevant state in a single response.
Plain HTTP POST returning JSON. Works as a LangChain tool, a CrewAI data source, an Eliza plugin, or a raw fetch() call in your custom agent loop. No SDK lock-in, no client library required.
A raw Ethereum event log is a blob of hex-encoded topics and data fields. An LLM needs to know the ABI, decode the parameters, resolve addresses to labels, and convert wei to human-readable amounts — all before it can start reasoning about what actually happened.
That's 500+ tokens of context window burned on data wrangling for every single event. Multiply by hundreds of events per block, across multiple chains, and your agent is spending more compute on parsing than on actual decision-making.
SQD delivers pre-decoded, typed JSON with human-readable field names. Your agent gets structured data it can reason about immediately — the same way a human analyst would read a block explorer, but at API speed.
{
"event": "Transfer",
"contract": "0xa0b8...3e7b",
"contractLabel": "USDC",
"from": "0x28c6...9f21",
"to": "0x7a25...4d08",
"amount": "1500000000",
"amountDecimal": "1500.00",
"blockNumber": 19847362,
"timestamp": "2025-03-15T14:32:11Z",
"txHash": "0xf7a1...8c3d"
}Decoded parameters, labeled contracts, human-readable amounts. No ABI lookup, no hex conversion, no address resolution needed.
SQD's Portal API is a single POST endpoint returning NDJSON. It works with any framework that can make an HTTP request — which is all of them.
Private Portal. Dedicated. Validated. Managed. Tell us what you're building — we'll show you what it looks like on SQD.