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Agent Data API

eth_wallet_profile

Who is this Ethereum address? Wallet age (first transfer), first funder, contract or EOA, ETH balance and nonce, the latest transfers in and out (native, ERC-20, NFTs), top counterparties by count, and recent large transfers in USD (ETH, WETH, USDC, USDT), from Alchemy's transfer index. Costs $0.01 USDC on Base via x402.

Input Schema

NameRequiredDescriptionDefault
addressYesWallet or contract address on Ethereum

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden and does well by disclosing the data source (Alchemy's transfer index) and the payment requirement ($0.01 USDC on Base via x402). It does not explicitly state read-only semantics, rate limits, or behavior when certain data points are unavailable, but the payment and source disclosures are meaningful operational context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is front-loaded with the core question and then efficiently enumerates the returned profile dimensions. The cost sentence is separated and useful. The first sentence is long but dense with relevant information rather than filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with no output schema, the description does a strong job explaining what information the profile includes, where it comes from, and what it costs. It stops short of specifying output format, time windows for 'latest' or 'recent', or null-handling, but it gives an agent enough to decide whether to invoke it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There is only one parameter, and the input schema fully documents it with a description and pattern. The description reinforces that the address is the subject of the profile but adds no syntax or constraints beyond the schema, so the baseline of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly frames the tool as a comprehensive Ethereum wallet profiler, listing the specific data returned: wallet age, first funder, contract/EOA status, balance, nonce, transfers, counterparties, and large USD transfers. It is distinguishable from siblings like eth_wallet_balances, though it does not explicitly name or contrast those alternatives.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The enumerated outputs imply when the tool is useful: when an agent needs a holistic address profile rather than a single data slice. However, it never explicitly says when to use this versus eth_wallet_balances, eth_transaction_summary, eth_contract_info, or other siblings, and it provides no exclusions or prerequisites beyond the cost note.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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