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Virtuous MCP by usefulapi

Find a contact by email or reference

virtuous_find_contact
Read-only

Look up a single contact by email address, or by an external reference (reference source + id, e.g. Stripe customer id). Give either email, or both reference_source and reference_id; if both are given Virtuous prioritises the reference. Virtuous: GET /api/Contact/Find.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
emailNoThe email address.
reference_idNoThe identifier within that reference source.
reference_sourceNoThe reference source, e.g. Stripe, MailChimp, Shopify.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds a genuine behavioral rule beyond the schema: when both identifiers are supplied, Virtuous prioritises the reference. It does not disclose not-found behavior or the shape of the returned contact.

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?

Two sentences plus an endpoint reference, with the primary use case front-loaded and no filler. Every clause carries operational information.

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?

With no output schema and an empty required-parameter list, the description usefully compensates by specifying the valid parameter combinations. What an agent still cannot infer is the failure mode when neither identifier matches a contact.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3, but the description adds real semantics the schema lacks: the either/or requirement between email and the reference pair, and the precedence rule when both are provided. That cross-field logic is not expressible in the flat property descriptions.

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 and resource ('Look up a single contact') and names the two lookup keys, which distinguishes it from bulk siblings like virtuous_search_contacts. It never names a sibling explicitly, so the differentiation is inferred rather than stated.

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?

Gives an explicit invocation rule: supply either email, or both reference_source and reference_id, with reference taking precedence when both are present. It does not say when to prefer this over virtuous_search_contacts or virtuous_get_contact, so no exclusions or alternative routing are offered.

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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