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Building an Automated Token Allowance Scanner with Python

Safeguard your crypto wallet by detecting and revoking risky ERC-20 smart contract approvals using Python and Web3.py.

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Inewgen
28 Jul 2026Source: Dev.to2 min read (0 views)Last updated 01 Aug 2026
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Building an Automated Token Allowance Scanner with Python

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  • Accumulated token allowances create a silent attack surface in crypto wallets over time.
  • Build an automated risk scanner using Python and Web3.py to audit your addresses.
  • Classify risks based on approval amounts and whether the spender is a verified contract.
  • Generate revocation transactions directly to remove high-risk permissions.

Every time you swap tokens on Uniswap or deposit into a DeFi protocol, you grant ERC-20 token allowances — permissions that let smart contracts spend your tokens. Most users accumulate dozens of these approvals over time, many with unlimited amounts, creating a silent attack surface. A compromised contract with an active allowance can drain your wallet without needing your private key.

In this article, we build an automated allowance scanner with Python and Web3.py that audits every approval across your address, identifies risky ones, and generates revocation transactions. To get started, run pip install web3 requests eth-account, and begin by querying the Etherscan API for Approval events across all ERC-20 tokens.

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Stock photo for illustration only, not from the actual event

The core logic involves classifying each allowance using a custom function. It checks if the amount equals MAX_UINT256, flagging it as high risk with an Unlimited approval reason. Furthermore, it checks if the spender is a verified contract by retrieving its code; if the spender code is empty indicating an EOA rather than a contract, the risk level escalates to critical. The function then fetches the token symbol and converts the amount from wei into a readable format or an infinity symbol for unlimited allowances.

Conducting regular token allowance audits is an essential security practice for active DeFi participants. Many protocols request unlimited spending caps for convenience, leaving permissions active long after users stop interacting with them. Utilizing an automated Python script allows for efficient, programmatic auditing across multiple addresses compared to manual web-based revocation tools.

Once we identify risky allowances, we can proceed to build the revocation function to generate transactions that revoke those permissions. The full source code is available on GitHub by Byaigo — clone it, run the scanner against your own addresses, and audit what you have approved over the years. You might be surprised by the results.

Source: Dev.to

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