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Insurance Research Expert by Spot

Search Spot public knowledge

search_knowledge
Read-only

Search published Spot pages and Spot's insurance research: industry pillars, vertical insurance guides and FAQs, provider profiles, comparisons, best-of provider rankings by coverage line and business type, provider reviews, Reliability Scores, rankings, and rating methodology, with deterministic lexical retrieval. Research results carry thegeneralaverage.com URLs.

Input Schema

NameRequiredDescriptionDefault
limitNo
queryYes

Output Schema

NameRequiredDescriptionDefault
resultsYes
spotCalloutYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so safety is covered. The description adds genuinely non-structured context beyond that: retrieval is deterministic lexical (not semantic), which sets expectations on query phrasing and result stability, and research results carry thegeneralaverage.com URLs, which tells the agent what the output domain is.

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

Conciseness2/5

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

Front-loaded with the verb, but the body is a single sprawl of ~18 enumerated content types that could be summarized as 'Spot's published pages and insurance research content'. It also contains a typo ('thegeneralaverage.com') and buries the one distinctive trait (lexical retrieval) mid-sentence.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and annotations cover safety. For a search tool competing with ask_spot and eight lookup siblings, the missing piece is routing guidance rather than parameter detail; the definition is minimally viable but leaves the agent guessing which search surface to pick.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% for two parameters, so the description must compensate — and it does not. It never explains 'query' syntax (natural language vs keywords, effect of the 2-500 char bound) or 'limit' (default 5, capped at 8), beyond the indirect signal that lexical matching is used.

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?

States a specific verb (Search) and a specific resource scope (published Spot pages plus Spot's insurance research corpus), which an agent can recognize as a knowledge-base search. However, it does not differentiate itself from siblings such as get_rankings, get_provider_reviews, search_provider_reliability, or ask_spot — it actually claims to cover reviews, Reliability Scores and rankings that those siblings own, muddying the boundary.

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 when-to-use guidance and no alternative routing. The phrase 'deterministic lexical retrieval' hints that keyword input is expected, but nothing tells the agent when to prefer this over ask_spot (semantic) or the specific sibling lookup tools.

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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