Skip to main content
Glama
neuralverge

NeuralVerge MCP Server

Official
by neuralverge

run_phone_enrichment

Enrich a phone number with associated profile data including name, email, company, social profiles, and carrier.

Instructions

Enriches a known phone number with associated profile data (name, email, company, LinkedIn/X profiles, carrier) when available.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
phoneYesPhone number in international format, e.g. +1234567890
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It mentions 'when available', indicating that data may not always be present, but does not disclose any other behavioral traits such as data sources, rate limits, or error handling for invalid numbers.

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?

The description is a single, clear, and front-loaded sentence. Every word serves a purpose, with no redundancy or filler.

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?

Given the tool's simplicity (one parameter, no output schema), the description adequately covers the core functionality and lists expected data fields. It could mention behavior when no data is found, but 'when available' partially addresses this.

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?

The schema description covers the only parameter fully (phone number in international format). The description adds minimal extra meaning beyond the schema, essentially restating that the number is 'known' without additional context.

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?

The description uses a specific verb ('enriches') and resource ('known phone number'), and lists the associated profile data types. It clearly states the tool's function, but does not explicitly differentiate from the sibling tool 'run_phone_enrichment_us', so it loses a point.

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?

Usage context is implied: use when you have a known phone number and want associated profile data. However, there is no explicit guidance on when not to use it or how it differs from siblings like 'run_phone_enrichment_us'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/neuralverge/mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server