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Tracked Competitors

list_competitors
Read-onlyIdempotent

List tracked competitors with their brand names, URLs, and total GEO citation counts.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "list_competitors"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNoMax competitors to return (1-100, default 50)

Output Schema

NameRequiredDescriptionDefault
competitorsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety and scope profile is fully covered. The description adds little beyond that — 'tracked' hints that only pre-registered competitors are returned rather than arbitrary domains, which is modest added value. No mention of pagination behavior, ordering, or what an empty result means.

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?

One sentence, no filler, with the core verb and the concrete return fields front-loaded. Nothing is redundant relative to the structured fields except the field list, which is brief enough to earn its place.

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 single-optional-parameter read tool with an output schema and full annotation coverage, the description is nearly sufficient: an agent knows what it gets and that it is safe. The only real gap is the absence of any routing guidance against the many other list_* siblings.

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?

The single optional 'limit' parameter is 100% covered by the schema, including range and default, so the schema does the heavy lifting. The description says nothing about the parameter, which is acceptable at full coverage but adds no meaning.

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?

Uses a specific verb ('List') plus a specific resource ('tracked competitors') and enumerates the returned fields (brand names, URLs, GEO citation counts). The resource is unique among the siblings (list_sites, list_llm_sources, list_clusters), but the description never explicitly contrasts itself with them, so it falls short of a 5.

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 when-to-use or when-not-to-use guidance is given, and no alternative is named. The word 'tracked' weakly implies a pre-configured competitor set, but an agent cannot tell from the text whether this should be called instead of list_sites or get_geo_analysis.

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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