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OpenNash Earnings

Search

search
Read-onlyIdempotent

Search companies, earnings results, outlook, management quotes and call transcripts. Returns ids and links; pass an id to fetch for the full text.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "query": "<query>"
    },
    "name": "search"
  }
}

Input Schema

NameRequiredDescriptionDefault
queryYesWords to search for, or a question

Output Schema

NameRequiredDescriptionDefault
resultsYes

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?

Adds genuine signal beyond the annotations: results are ids and links only, not full text, and full content requires fetch. Annotations already cover the safety profile (readOnly, idempotent, closed-world), so the remaining gap is ranking, result caps, and pagination, none of which are disclosed.

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?

Two short sentences, front-loaded with the covered content types and closed with the id-to-fetch handoff. No filler; nothing material is buried or padded.

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 one-parameter search tool with an output schema, the definition covers what is searchable and what comes back (ids/links). Pagination or result-limit behavior is the notable omission, but the output schema carries the return-shape burden.

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 coverage is 100% and the single query parameter is already documented as "Words to search for, or a question." The description restates the same framing without adding syntax, matching behavior, or example queries.

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?

Names a specific verb ("Search") and enumerates concrete resources: companies, earnings results, outlook, management quotes, call transcripts. It reads as the broad discovery tool among the siblings, though it never explicitly contrasts itself with search_earnings or search_transcripts.

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?

Gives a clear follow-on workflow ("pass an id to fetch for the full text"), which tells the agent this is a two-step retrieve pattern. It stops short of saying when to prefer it over the narrower siblings such as search_earnings, search_transcripts, or get_company.

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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