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List research reports

list_research_reports
Read-onlyIdempotent

Return published TradingAgents report metadata and URLs newest first, the matching total and counts for all tickers. Use this to find reports before read_research_report, optionally filter by ticker and page with limit and offset.

Input Schema

NameRequiredDescriptionDefault
limitNoMaximum reports to return per call; integer from 1 to 100, default 20.
offsetNoNumber of matching reports to skip, e.g. 20 for the next page with limit 20; integer from 0 to 9007199254740991, default 0.
tickerNoStock ticker, e.g. NVDA; case-insensitive, 1–32 characters after trimming. Omit to list all tickers.

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and open-world. The description adds value beyond that: results are restricted to published reports, sorted newest first, and the response includes a matching total plus per-ticker counts. It does not discuss rate limits or result size ceilings, but ordering and scope are useful disclosures.

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?

Two front-loaded sentences with no filler; the purpose and ordering come first, then the workflow and optional filters. The clause 'the matching total and counts for all tickers' is slightly dense but still earns its place by describing the return shape.

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

Completeness5/5

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

With an output schema present, return-value detail is not required, and the description still covers purpose, ordering, filtering, paging and the relationship to read_research_report. Nothing an agent needs to invoke it correctly is missing.

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 limit, offset and ticker are already fully documented with ranges and defaults. The description only restates that ticker filtering and limit/offset paging are optional, adding no syntax or edge-case guidance beyond the schema, so the baseline 3 applies.

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

Purpose5/5

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

States a specific verb and resource ('Return published TradingAgents report metadata and URLs'), specifies ordering (newest first), and names the sibling tool read_research_report as the follow-up step, so an agent can separate listing metadata from reading full reports without opening either schema.

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?

Explicitly says to use this to find reports before read_research_report, giving a clear discovery-then-read workflow and naming the alternative. It does not state when NOT to use it (e.g. when the report ID is already known), but the routing context is clear.

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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