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Worth knowing before you build on it.

Official endpoints only

Every provider is accessed through its documented public API. Hive does not scrape sites or use reverse-engineered private endpoints. That makes coverage narrower in places than competitors who do scrape, and considerably more stable. A scraped source breaks without warning when the site changes; a documented API deprecates on a schedule.

Little LLM-searchable data

Hive does not serve social sentiment, trend scores, or web summaries. Your model already searches the web better than an API wrapper would, and putting a stale caching layer between your agent and an open web source makes the answer worse. News is the exception: get_news returns CoinGecko’s article feed with title, description, URL, author and publication date, filterable by coin, and get_coin_insights returns CoinGecko’s research notes on an Enterprise plan. Both are ordinary credentialed tools that cost a credit like any other. What Hive is for is what a model cannot get any other way: live market state, on-chain data, and contract risk.

Raw datapoints, not opinions

There are no buy signals, price predictions, or risk verdicts. Hive returns the inputs and your agent forms the judgment. Where a datapoint is questionable, that shows up as a field like is_price_suspect rather than the row being filtered out.

Coverage varies by chain

EVM chains and Solana have the deepest coverage. Other chains vary by provider and by data type. A tool existing does not guarantee it covers your chain; ask, or check the category page.

Portfolio values are estimates

A portfolio total is assembled from per-asset prices fetched at slightly different moments. Thin tokens may be marked at prices you could not actually realize. Treat totals as indicative.

Anonymous lane is for evaluation

25 material calls per IP per day is enough to judge whether Hive fits. It is not a production tier, and it is capped per IP, so shared networks share the allowance.

Some provider endpoints are Pro-gated upstream

DeFiLlama’s perpetual and derivatives endpoints need a DeFiLlama Pro subscription, and so do its Pro yield extensions. Those calls return plan_required or missing_key rather than data. For perpetual funding, use the CCXT tools instead, and check exact arguments with get_api_endpoint_schema first.

Docs counts can lag deployment

Tool counts in these docs describe the current release. The deployed catalog is the authority, and live catalog shows what is actually there.