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NeuralVerge Business Intelligence

Cyprus companies search

run_cy_companies_search

Search the Cyprus company registry (Registrar of Companies, DRCOR) by name: name, registration number, type, status and link. 1 point per returned record.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
statusNoStatus. Options: active = Active, inactive = Inactive / dissolved
keywordYesCompany name. e.g. bank of cyprus
max_itemsNoMax items (up to 200) Default: 25.
start_pageNoStarting page

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does add one genuinely useful behavioral fact: the cost model ('1 point per returned record') plus the fields returned. It omits permissions/auth needs, rate limits, and pagination behavior, so it is only partially transparent.

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?

A single front-loaded sentence covering scope, source, returned fields, and cost, with no redundant or filler text. Every clause earns its place.

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 4-parameter, no-output-schema search tool, the description compensates by enumerating what a record contains. The only shortfall is absence of pagination/limit guidance despite max_items and start_page existing.

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 keyword, status, max_items and start_page are already documented with examples and enum meanings. The description adds nothing about parameter syntax or defaults, so the baseline 3 applies.

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 resource (Cyprus company registry / Registrar of Companies, DRCOR), and scopes it to name-based lookup, listing the returned fields. It clearly differs from the sibling run_cy_companies (single-company detail) and other country searches, though it never explicitly says so.

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?

The phrase 'search ... by name' implies the tool's role versus the per-company detail sibling, but there is no explicit when-to-use/when-not statement or named alternative. Usage is inferred rather than stated.

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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