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US Spot Bitcoin & Ethereum ETF Flows

Single ETF daily flows

get_fund_flows
Read-onlyIdempotent

Daily net flows (USD) and cumulative total for one ETF by ticker, e.g. IBIT, FBTC, GBTC, ARKB, ETHA, FETH, ETHE. Requires a free or Pro API key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoNumber of most recent trading days to return.
fundYesETF ticker, e.g. IBIT.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent and non-destructive behavior, so the safety profile is covered. The description adds the one thing annotations cannot express: an authentication requirement (free or Pro API key), which materially affects whether the call will succeed.

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

Conciseness5/5

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

A single front-loaded sentence with no filler: what is returned, the unit (USD), the cardinality (one ETF), the keying parameter (ticker), and the auth constraint. Every clause earns its place.

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?

With no output schema, the description does its duty by naming the return payload (daily net flows in USD and a cumulative total). Combined with full schema coverage and annotations, only the sibling-routing guidance is missing, which is a modest gap for a two-parameter read tool.

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?

Schema description coverage is 100%, so both parameters (fund and days) are already documented with format, bounds and defaults. The description's ticker examples (IBIT, FBTC, GBTC, ARKB, ETHA, FETH, ETHE) add a little breadth beyond the schema's single 'IBIT' example but no syntax or behavior the schema lacks, making the baseline 3 correct.

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 states a specific verb+resource+scope: daily net flows in USD plus a cumulative total for one ETF identified by ticker. It is easy to tell apart from get_etf_flow_summary or get_latest_etf_flows by the word 'one ETF' and the daily-series framing, but it never names the alternatives explicitly.

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 prerequisite 'Requires a free or Pro API key' is a useful routing signal, but there is no explicit when-to-use guidance against the four sibling tools. An agent must infer that a custom date range belongs to get_etf_flows_by_date_range and a point-in-time snapshot to get_latest_etf_flows.

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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