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get_wsb_analysis

Get the AI-generated analysis report of r/wallstreetbets daily discussion threads. Reports cover market sentiment, trending tickers, notable trades, community mood, and contrarian signals. Each day may have multiple analysis runs as new comments accumulate. Use 'offset' to step back through earlier report posts and 'run' to view a specific analysis run of one post.

Input Schema

NameRequiredDescriptionDefault
runNoSpecific analysis run index within a day (0-indexed). Each day may have multiple runs as new comments come in. Omit for the latest run.
langNoReport language. 'en' = English, 'zh' = Chinese. Default: 'en'
offsetNoReport-post offset, newest first: 0 = the latest daily-discussion post, 1 = the one before, etc. A trading day usually has 2 posts, so this is not a day count. Default: 0

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses the non-obvious behavior that a single day can have multiple analysis runs and that posts are offset newest-first, which is genuinely helpful. However, it says nothing about read-only status, rate limits, data freshness, or what happens with out-of-range indices.

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?

Four sentences, front-loaded with what the tool returns before moving to navigation hints, and no filler. Slightly padded by the comma-separated report-contents list, but every sentence carries information an agent can use.

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 read-only 3-optional-parameter tool with no output schema and full schema coverage, the description covers what is returned and the run/offset addressing model. It is close to complete, missing only guidance on sibling selection and failure behavior.

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% and the schema descriptions are already thorough (including the 'not a day count' clarification for offset), so the baseline is 3. The description restates the offset/run navigation without adding format or edge-case meaning beyond what the schema provides.

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 gives a specific verb (Get) and resource (AI-generated analysis report of r/wallstreetbets daily discussion threads), and the content list (sentiment, tickers, trades, mood, contrarian signals) makes it distinguishable from the raw-comment sibling get_wsb_discussion. It stops short of naming that sibling explicitly, so differentiation is inferred rather than stated.

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 sentence about 'offset' and 'run' explains how to navigate the report hierarchy, which is useful usage context, but there is no guidance on when to choose this tool over get_wsb_discussion or the news-recap siblings, and no conditions or exclusions are given.

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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