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CONN-SKILL

@connskill/mcp-growth-services

Official

competitors

Identify organic search rivals for a domain and compare keyword overlap metrics to reveal shared ranking opportunities.

Instructions

Organic search competitors of a domain, with keyword overlap metrics (costs 0.05 USDC on Base via x402)

Input Schema

NameRequiredDescriptionDefault
limitNo
targetYesDomain, e.g. example.com. Also accepted as "domain" or "url".
language_codeNode
location_codeNo
confirmNewPurchaseNoSet true only to intentionally buy an identical completed request again. Never use for retries or accepted/unclear purchases.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.3.1

TDQS

C2.9/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does disclose one materially important trait: the call costs 0.05 USDC on Base via x402. However, it omits the purchase mechanics implied by confirmNewPurchase (caching, re-billing on identical requests) and says nothing about rate limits, permissions, or what happens if payment fails.

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?

A single front-loaded sentence with no filler, and the cost is placed at the end where it is easy to catch. It is efficient, though its brevity contributes to the gaps in the other dimensions rather than being purely virtuous.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a five-parameter, paid, purchase-gated tool with no annotations and no output schema, the description is thin. It never explains the language/location defaults, the billing model tied to confirmNewPurchase, or the shape of the returned competitor list beyond 'keyword overlap metrics'.

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

Parameters2/5

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

Schema description coverage is only 40%, so the description must compensate and does not. It adds no meaning beyond the schema for limit, language_code (default 'de'), or location_code (default 2276), and an agent gets no hint that results default to the German market unless it inspects the raw defaults.

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 names a specific resource and scope: organic search competitors of a domain, plus the returned metric type (keyword overlap). An agent can distinguish it from data-retrieval siblings like domain_rank or ranked_keywords. It stops short of explicitly contrasting with the closest sibling, keyword_gap.

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 guidance, no prerequisites, and no named alternatives are given. The only routing hint is the price disclosure, which tells the agent this is a paid call but not when it is the right call versus free siblings such as keywords_for_site or domain_rank.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.