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List competitors

list_competitors
Read-only

List competitor tracking pairs. Each pair holds your app (id, app_id, title, icon, store only) and the competitor app with its full store metadata (title, description, url, icon, screenshots, developer_name, genre, version, score, ratings), plus both apps' visibility scores (app_score vs competitor_score, 0-100) for direct ASO comparison. Use list_applications to get the full metadata of your own app.

Input Schema

NameRequiredDescriptionDefault
app_idNoFilter competitors by application internal ID (numeric, e.g. "344")

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

With no output schema, the description carries the return-value burden and does so well, enumerating the exact fields per pair and the app_score/competitor_score comparison semantics. Annotations already cover read-only/safe-profile, so this adds genuine behavioral context rather than repeating it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the verb+resource, then a structured enumeration of pair contents. The field list is dense but informative given the absent output schema; only minor trimming would be possible without losing return-shape clarity.

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?

For a read-only list tool with no output schema, the description adequately explains the return structure, score semantics, and the sibling alternative. It doesn't describe pagination or empty-result behavior, a minor gap given the simple closed-world read.

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 description coverage is 100% and there is one optional param, so the schema already documents app_id fully. The description adds no filter semantics beyond the schema-provided numeric example, making this baseline-level.

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?

States a specific verb (List) and resource (competitor tracking pairs), then details exactly what a pair contains. It also explicitly distinguishes itself from list_applications, so an agent can separate it from the many siblings without opening schemas.

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 routes the agent to list_applications for the user's own app metadata, which is clear context. It stops short of stating when to prefer this over add_competitor/remove_competitor or the filtering effect of app_id, so it's clear but not fully exhaustive.

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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