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benethos-hub

Yahoo Finance MCP Server

by benethos-hub

Analyst estimates

get_estimates
Read-only

Fetches forward analyst estimates for a Yahoo symbol, including earnings, revenue, EPS trends, revisions, and growth by period. Works for equities only; ETFs, funds, and crypto return an error.

Instructions

Get forward analyst estimates for a Yahoo symbol.

Returns earnings and revenue estimates, EPS trend and revisions, and growth estimates (small tables keyed by period). Equity-only: an ETF, fund or crypto symbol answers with an error that says so.

Input Schema

NameRequiredDescriptionDefault
symbolYesA Yahoo ticker or an ISIN, e.g. 'AAPL', 'SAP.DE' or 'US0378331005'. For a company name, use 'search' first.

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changedv0.8.6
    • removedInput schema / properties / symbol / title
      Removed value: -"Symbol"
    • removedInput schema / title
      Removed value: -"get_estimatesArguments"
    • removedOutput schema / title
      Removed value: -"get_estimatesDictOutput"
  2. Changed1 schema field changedv0.7.0
    • addedInput schema / properties / symbol / maxLength
      Added value: +32
  3. Changed1 schema field changedv0.4.0
    • changedInput schema / properties / symbol / description
      Previous value: -"A native Yahoo Finance ticker symbol, e.g. 'AAPL', 'MSFT', 'SAP.DE', or 'BMW.DE'. This is NOT an ISIN, a WKN, or a company name, and must NOT be built by appending an exchange suffix to an ISIN (e.g. 'US0378331005.DE' is invalid). If you only have a name or ISIN, call the 'search' tool first and pass the 'symbol' value it returns."New value: +"A Yahoo ticker or an ISIN, e.g. 'AAPL', 'SAP.DE' or 'US0378331005'. For a company name, use 'search' first."
  4. First observedv0.2.2

TDQS

A3.7/5.0
Behavior4/5

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 value beyond that by disclosing a failure mode not present in any structured field: non-equity symbols (ETF, fund, crypto) return an error saying so, and results are 'small tables keyed by period'. It stops short of describing rate limits or auth, but the error behavior is a useful behavioral disclosure.

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?

Three tight sentences, front-loaded with the core purpose before the return contents and the equity-only caveat. The middle sentence restating return values is mildly redundant given an output schema exists, but it is brief and earns most of 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?

For a single-param read tool, the definition covers purpose, output shape, and the key failure mode, and annotations plus an output schema carry the safety and return-value burden. The only real gap is the absence of sibling routing, which is minor given how self-descriptive the tool is.

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 the single 'symbol' parameter is already fully documented in the schema (Yahoo ticker or ISIN, with the search fallback for company names). The description adds no format or syntax detail beyond that, so the baseline 3 is appropriate.

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 opens with a specific verb+resource ('Get forward analyst estimates for a Yahoo symbol') and enumerates the returned content (earnings/revenue estimates, EPS trend/revisions, growth estimates), which lets an agent distinguish it from broader siblings like get_financials. However, it never explicitly contrasts itself with the closest sibling, get_earnings, leaving some differentiation to inference.

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?

Usage is implied rather than stated: the agent infers it should call this when it wants forward-looking analyst estimates. The 'Equity-only' note functions as a genuine exclusion (ETF/fund/crypto will fail), but there are no explicit alternatives or when-to-use routing against siblings such as get_earnings or get_recommendations.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.