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Intrinio Analyst Estimates

intrinio_analyst_estimates
Read-onlyIdempotent

Zacks analyst EPS estimates for a company — consensus mean/high/low EPS estimate, number of analysts, and fiscal period. Example: intrinio_analyst_estimates({ symbol: "AAPL", _apiKey: "your-key" })

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolYesCompany identifier (ticker/CIK/LEI), e.g. "AAPL"
_apiKeyYesIntrinio API key (intrinio.com)
page_sizeNoMax estimates to return (default 100)
fiscal_yearNoOptional fiscal-year filter, e.g. 2026

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 disclose read-only, idempotent, non-destructive behavior, which lowers the burden on the description. The description adds the data source (Zacks) and the exact fields returned, but does not discuss pagination, output shape, or API-key/rate-limit behavior beyond what the schema states. This is adequate but not enriching.

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 description is one sentence followed by a compact call example, front-loading the purpose and a recall in the example. The example duplicates information already present in the schema's examples, which is a minor redundancy, so it's not a perfect 5.

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 simple read-only data lookup, the description enables correct invocation: it names the input (company), the required companion (_apiKey), and clearly enumerates the return fields (consensus mean/high/low, analyst count, fiscal period) despite no output schema. Missing error-handling notes and full response structure, but these are minor given the tool's simplicity.

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%; all four parameters (symbol, _apiKey, page_size, fiscal_year) are well documented in the schema. The description adds no additional meaning beyond that, and its example is largely redundant with the two schema examples. 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 names the resource precisely: 'Zacks analyst EPS estimates for a company' and enumerates the returned data (consensus mean/high/low EPS, number of analysts, fiscal period). This differentiates it from siblings like intrinio_target_price and intrinio_options_chain on domain alone, though no sibling is named explicitly.

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

Usage Guidelines2/5

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

No guidance is given on when to use this tool versus its siblings (e.g., intrinio_target_price, intrinio_options_chain) or when not to use it. The example only shows a call; there are no exclusions, conditions, or alternatives, leaving the agent to infer selection criteria.

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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