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GregoriSoria

billforward-mcp

by GregoriSoria

list-profiles

List all account profiles with contact details including name, email, and address fields.

Instructions

List all account profiles. Profiles contain contact details like firstName, lastName, email, and address fields.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of records to return (Hard Max: 200)
offsetNoNumber of records to skip
Behavior2/5

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

No annotations exist, and the description does not disclose behavioral traits like read-only nature, pagination behavior (despite the schema having limit/offset), performance implications, or authorization requirements.

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 extremely concise at two sentences, with the main action front-loaded. Every sentence adds value (purpose and output fields). No redundant 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?

Given no output schema, the description partially explains return fields but lacks details on pagination, sorting, total count, or any filtering criteria. It is minimally adequate for a simple list tool but could be more complete.

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 both parameters. The description adds no extra meaning beyond what is in the schema, such as the default values or hard max, so a baseline score of 3 is appropriate.

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?

The description clearly states it lists all account profiles and specifies the contained fields (firstName, lastName, email, address). This distinguishes it from sibling tools like list-accounts or list-subscriptions, which deal with different entities.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives such as search, list-accounts, or get-account. The description does not mention any preconditions 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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