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Annalist Financial Statements

Search companies

search_companies
Read-onlyIdempotent

Find companies covered by Annalist by name, ticker, SEC CIK or id, optionally filtered by country. Returns each company's id (used by the other tools), identifiers, sources and latest snapshot.

Input Schema

NameRequiredDescriptionDefault
limitNomaximum number of companies (default 20)
queryNopart of a name, ticker, CIK or id; leave empty to list all
countryNoISO 3166 country code, for example US or JP

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 this a read-only, idempotent, closed-world operation, so the description correctly spends its words on the payload: id, identifiers, sources and latest snapshot. It omits result ordering and what happens when nothing matches, which leaves a small gap.

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

Conciseness5/5

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

Two tight sentences with zero filler: the search surface comes first, then the return contents. Every clause carries information an agent would otherwise have to infer.

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?

With no output schema, the description usefully previews the returned fields and explains the id's downstream role. Only minor details, such as ordering or empty-result behavior, are absent for a three-parameter lookup tool.

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, query and country are already fully documented, including 'leave empty to list all'. The description loosely echoes the query fields without adding syntax or matching behavior, 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 ('Find companies covered by Annalist') and enumerates the exact key spaces it searches: name, ticker, SEC CIK or id. That is enough for an agent to distinguish it from the get_* siblings without inspecting any 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?

Makes the retrieval path clear ('optionally filtered by country') and, crucially, tells the agent that the returned id is what the other tools consume, which implies search-first. It stops short of naming a specific sibling as the follow-up or stating when not to use it.

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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