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ApiOne B2B Enrichment (GCC and MENA)

Normalize company name

apione_name_normalize
Read-only

Normalizes one GCC or MENA company name: strips legal forms, returns the core name, a match key and Arabic and Latin spelling variants. Use to clean a name before a search, a dedupe or a CRM import. To compare two names directly, use apione_name_match. Cost: 1 credit per call. Misses, errors and answers without live evidence are free.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesCompany name in Arabic or English, for example 'شركة الفطيم للتجارة ذ.م.م'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / name / description
      Added value: +"Company name in Arabic or English, for example 'شركة الفطيم للتجارة ذ.م.م'."
  2. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint, openWorldHint), so the description's added value is the cost model (1 credit, free on misses/errors/no live evidence) and the shape of what comes back. It stops short of stating rate limits, auth needs, or latency, but the credit model is genuinely useful behavioral context beyond the structured fields.

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, each earning its place: capability + outputs, usage and sibling routing, then cost. The core capability is front-loaded with no filler.

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

Completeness5/5

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

With no output schema, the description compensates by naming the return fields, and it adds a cost model plus the sibling alternative. An agent has everything needed to decide to call it and to interpret the result.

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?

There is a single required parameter with 100% schema description coverage, so the schema already documents the input including Arabic/English examples. The description restates the Arabic/Latin scope but adds no format or syntax detail beyond what the schema provides, making 3 the correct baseline.

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 (normalize a company name), scopes it to GCC/MENA, and enumerates the outputs (core name, match key, Arabic and Latin variants). It is immediately distinguishable from apione_name_match, which it names explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives concrete usage contexts (clean a name before a search, a dedupe or a CRM import) and an explicit alternative with the condition that selects it: 'To compare two names directly, use apione_name_match.' Nothing is left to inference.

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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