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Leeway Financial Data

sentiment

sentiment
Read-only

Market sentiment. family is breadth, breadth_volume, naaim, fear_index, smart_money, cot, or sce. For breadth, breadth_volume, cot, and sce, omit series to list the catalog and pass series to read one. breadth and breadth_volume take an index symbol such as GSPC.INDX. cot and sce take the id from the catalog. naaim, fear_index, and smart_money are single series, so omit series. from and to are YYYY-MM-DD and apply to one series. cot filters active, set, contract, and report apply only when series is omitted. Free access is delayed: the newest points are omitted, and the response includes pointsRemoved and remedy_url. Costs 1 request unit.

Input Schema

NameRequiredDescriptionDefault
toNoLast date, YYYY-MM-DD
setNoPass all to list every stored series
fromNoFirst date, YYYY-MM-DD
activeNotrue (default), false, or all
familyYesWhich sentiment series.
reportNodisagg, tff, or legacy
seriesNoIndex symbol or series id. Omit to list the catalog. Omit for naaim, fear_index, and smart_money.
contractNoOne CFTC market code

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.2/5.0
Behavior5/5

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

Beyond the readOnlyHint/openWorldHint annotations, it discloses that free access is delayed with the newest points omitted and that the response carries pointsRemoved and remedy_url, plus an explicit cost of 1 request unit. That is exactly the operational context (data truncation, quota cost, remediation path) an agent needs before invoking.

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 domain label is front-loaded, followed by the family enumeration and then parameter rules in priority order. It is dense and somewhat run-on across many short clauses, but essentially every sentence carries a distinct rule with no 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 an 8-parameter, no-output-schema tool, the description covers the family taxonomy, series/catalog behavior, date semantics, cot-only filters, and free-tier return caveats. The main omission is that it never describes the shape of a returned series or catalog entry, though pointsRemoved/remedy_url are called out.

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

Parameters4/5

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

Schema coverage is 100%, so the schema documents each field, but the description adds conditional meaning the schema lacks: which families accept series, that from/to apply to a single series, that cot's active/set/contract/report filters only apply when series is omitted, and the index-symbol format (GSPC.INDX). It exceeds the baseline-3 expectation for full-coverage schemas.

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 names a specific resource domain ('Market sentiment') and enumerates all seven sub-families (breadth, breadth_volume, naaim, fear_index, smart_money, cot, sce), so an agent knows exactly what data it returns. It does not state an explicit verb (retrieve/list) or name a sibling tool, but the resource is distinct from anything in the sibling list (prices, news, macro, etc.).

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

Usage Guidelines4/5

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

It gives concrete routing rules: for breadth/breadth_volume/cot/sce omit series to list the catalog and pass series to read one; naaim, fear_index, and smart_money are single series so omit series entirely. It also scopes cot filters to the catalog-listing case. It stops short of naming alternative tools for when sentiment is the wrong choice.

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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