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olgasafonova

productplan-mcp-server

list_all_customers

Read-onlyIdempotent

Retrieve all customers across ideas, showing names and count of linked ideas. Useful for identifying feedback sources.

Instructions

List all customers across ideas. Returns customer names and linked idea counts.

USE WHEN: "Who are our customers?", "All feedback sources" FAILS WHEN: API token invalid.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already indicate read-only and idempotent behavior. Description adds value by specifying the return format (customer names and linked idea counts) and the scope across ideas. No contradictions with annotations.

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 concise sentences: one for purpose, one for use cases, one for failure condition. Zero wasted words and front-loaded with key action.

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 no output schema, description adequately explains return values. Could optionally mention ordering or limits, but the information is sufficient for a simple list operation without parameters.

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

Parameters5/5

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

No parameters exist (0 parameters, 100% schema coverage). Description does not need to add parameter information and is implicitly complete for parameter semantics.

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?

Description clearly states the tool lists all customers across ideas, and specifies the return content (names and linked idea counts). It uses a specific verb-resource combination and is distinct from sibling tools which target different resources.

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?

Explicitly provides use cases ('Who are our customers?', 'All feedback sources') and a failure condition (invalid API token). Lacks explicit when-not-to-use or alternative tools, but the use cases are sufficiently clear for an agent to decide.

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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