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Equity Analyst — AI Investment Research Agent

equity_analyst
Read-only

Turn a Yahoo Finance or SEC scraper's tickers into cited, filings-grounded…. Turn a Yahoo Finance or SEC scraper's tickers into cited, filings-grounded investment memos. Paste tickers. Works with any stock scraper output.

Input Schema

NameRequiredDescriptionDefault
inputNoInput for Equity Analyst — AI Investment Research Agent. See https://apify.com/noniner/equity-analyst.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds that output is cited and filings-grounded and that it accepts any stock scraper's tickers, which is useful context. It says nothing about runtime, cost, API keys, or memo length, so it adds only moderate value beyond the annotations.

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

Conciseness2/5

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

The description opens with a truncated, garbled fragment ('...cited, filings-grounded….') and then immediately repeats the same sentence in full. That duplication consumes roughly a third of the text and can read as a corrupted or incomplete definition. The remaining sentences are short and front-loaded, but the self-repetition is a genuine structural defect.

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

Completeness3/5

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

With no output schema, the description must carry the return-value burden, and it only gestures at it ('investment memos', 'cited'). The nested 'input' object with zero required fields is not explained, and there is no indication of what the memo contains or how long it takes. It is adequate to pick the tool but not to set expectations for the call.

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 one parameter with 100% schema description coverage, though that schema text is only a generic doc link. 'Paste tickers' adds real semantic meaning about what the single input object should contain (ticker symbols), which goes slightly beyond the schema. Baseline 3 is appropriate given the schema nominally carries the field documentation.

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: turning tickers into 'cited, filings-grounded investment memos'. That is far more concrete than a vague 'analyze stocks', and it implies a distinct deliverable from siblings like sec_filings_extractor (raw filings) or company_due_diligence. It never names an alternative sibling, so it falls short of a 5.

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?

'Paste tickers. Works with any stock scraper output' implies the trigger condition (you have ticker symbols from a finance scraper) without stating it explicitly. There is no when-not-to-use guidance and no routing to the many overlapping siblings such as analyst_agent or sec_filings_extractor, leaving the agent to infer the 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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