The fundamental health of a crypto-asset is determined based on factors associated with the development and utility of the crypto-asset. Developer activity data associated with the crypto-asset is received from one or more interfaces associated with one or more development servers associated with the crypto-asset, and a developer activity factor is calculated based on the developer activity data. A connection is established to a blockchain server that maintains a blockchain that tracks transactions associated with the crypto-asset, and transaction data for a plurality of the transactions is received from the blockchain server. A project utility factor is calculated based on a plurality of behavioral use cases derived from the transaction data, where the behavioral use cases are respectively associated with different uses of the crypto-asset. Then, a fundamental health score is determined for the crypto-asset based on the developer activity factor and the project utility factor.