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myPhoner MCP by usefulapi

Find leads by field

myphoner_find_leads
Read-only

Exact match on one or more fields of a list, for example a phone number or an email address (to check whether a lead already exists). All fields must match unless match_all is false. GET /lists/{id}/leads/find.

Input Schema

NameRequiredDescriptionDefault
fieldsYesColumn key → non-empty value to match exactly, e.g. {"mobile_phone":"15324083898652"}. Keys from myphoner_list_columns.
list_idYesList id.
match_allNotrue (default) = every field must match; false = any one is enough.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is clear. The description adds exact-match semantics and the endpoint shape, but it does not explain what happens on no match, how many results are returned, or any pagination behavior.

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?

It is three compact sentences with the exact-match behavior and the key use case front-loaded. The endpoint reference is secondary and does not bury the decision-relevant information.

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?

There is no output schema, so the description should ideally clarify what a successful find returns, such as matching lead objects or an empty result. It covers the input behavior and safety context adequately but leaves a meaningful gap around return values and no-match behavior.

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 coverage is 100%, so the schema already documents fields, list_id, and match_all in detail. The description reinforces that fields are exact-match keys and restates the match_all rule, but adds little beyond the schema's own parameter 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?

The description states a specific operation: exact-match lookup on one or more fields of a list, with examples such as phone number or email. It distinguishes itself reasonably from broader retrieval tools like myphoner_list_leads or myphoner_search_leads by specifying 'exact match,' though it does not name those siblings directly.

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?

It gives a concrete usage scenario, checking whether a lead already exists, but does not say when to prefer this over myphoner_search_leads or myphoner_list_leads. The guidance is implied rather than explicit about alternatives or exclusions.

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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