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How CCTools Sources Data

CCTools brings together several different classes of data so that everything you see - prices, on-chain activity, DeFi metrics, and ecosystem signals - lives in one place. Rather than relying on any single source, we combine multiple provider categories and reconcile them, so a hiccup or gap in one feed doesn’t leave a page blank or stale. The main categories we draw from are:
  • On-chain indexers - Services that read and index the Canton Network ledger so we can surface validator data, transactions, burns/mints, featured apps, and wallet balances without each user having to run their own node.
  • Price oracles - Market-data providers that supply CC token price, market cap, 24h volume, and circulating supply.
  • TVL & DeFi aggregators - Sources that track total value locked, liquidity, and protocol-level metrics across Canton DeFi apps.
  • Social & community APIs - Public APIs used for engagement signals and campaign task verification (for example, confirming an X follow or retweet).
We intentionally describe these by category. The exact mix of providers behind each one evolves as the ecosystem and our infrastructure mature.

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Price Data

CC token price, market cap, 24h volume, and circulating supply come from established market-data providers (price oracles). Where more than one source is available, we cross-check them to reduce the impact of any single feed being delayed or off. Price data is refreshed frequently - on the order of every few minutes - so the numbers you see stay close to live market conditions.

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Network Data

On-chain network data is read from the Canton Network through on-chain indexers:
  • Validator and Super Validator counts
  • Daily transaction volume
  • Burn and mint amounts per round
  • Featured app count
  • Total network parties
Network stats are synced regularly so the Network Stats page reflects current chain activity.

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Portfolio Data

Wallet balances and rewards are fetched from the Canton Network via on-chain indexers. When you add a wallet, CCTools queries your holdings to display:
  • Token balances
  • Rewards history
  • Transfer records
This is read-only - CCTools only ever needs your public wallet address and never has access to move your funds.

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Refresh Cadence

Different surfaces update on different schedules, tuned to how fast each kind of data actually changes:
  • Prices - refreshed every few minutes
  • News feed - ingestion runs every 10 minutes, with the Google News queries throttled to roughly hourly
  • New-content scan (new projects, opportunities, campaigns, posts, learn paths) - every 30 minutes
If a number ever looks momentarily out of date, a refresh shortly after will usually pick up the latest values.