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SweetValueLab

Search covered stocks

search_stocks
Read-onlyIdempotent

Find a US stock SweetValueLab covers (the S&P 500 and Nasdaq-100 constituents) by ticker or company name. Returns up to 10 matches with the ticker to pass to get_stock_valuation and the stock's page. SweetValueLab model output, recomputed nightly from public filings and end-of-day prices. Not real-time quotes, not investment advice.

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_stocks"
  }
}

Input Schema

NameRequiredDescriptionDefault
queryYesA ticker ("NVDA", "BRK.B") or part of a company name ("nvidia").

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 cover read-only/idempotent/no-open-world safety, but the description adds meaningful behavior: results are capped at 10 matches, data is recomputed nightly from public filings and end-of-day prices, and it is explicitly not real-time. That freshness and result-cap context is the kind of thing annotations cannot express.

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?

Three sentences, front-loaded with what the tool does, followed by return shape and then the data-freshness/disclaimer caveat. Every sentence carries information an agent needs; nothing is padding.

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 no output schema, the description covers scope, input kinds, result count, the key return field, and data provenance. It stops short of describing zero-match or ambiguous-match behavior, which is a minor but real gap.

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% — the single 'query' parameter already documents ticker vs. partial-name usage with examples ('NVDA', 'BRK.B', 'nvidia') and length bounds. The description adds no syntax or format guidance beyond the schema, 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 (find) and resource (US stock covered by SweetValueLab), plus the exact universe (S&P 500 and Nasdaq-100 constituents) and the accepted lookup keys (ticker or company name). An agent can distinguish this from get_stock_valuation and get_market_context without opening 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?

Explicitly names the downstream consumer of the result ('the ticker to pass to get_stock_valuation'), which implicitly tells the agent when to reach for this tool first. It also sets scope boundaries ('Not real-time quotes, not investment advice'), but never states the inverse case — e.g. what to do if the lookup fails or the stock isn't covered.

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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