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Nuqti — Ahrefs-alternative SEO data

Website SEO overview

domain_overview
Read-only

SEO snapshot of any website: Nuqti Authority score (0-100) with explanation, estimated monthly Google organic traffic and ranking keywords, top keywords, organic competitors and backlink summary. Free, cached data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYese.g. example.com
countryNoSearch market (2-letter country code)us

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so safety is covered. The description adds genuinely new behavior beyond that: the data is cached (freshness caveat) and free (no cost/quota concern), which affects how an agent should interpret and re-request results.

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?

One dense sentence with the core deliverable front-loaded and the cost/freshness note at the end. The mid-sentence list of returned metrics is long but every item earns its place as return-value disclosure in the absence of an output schema.

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?

With no output schema, the description compensates by enumerating the returned fields, and annotations cover the read-only safety profile. The only gap is the absence of any mention of the country parameter's effect on the returned traffic/keyword data.

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 both parameters are already documented in the schema. The description says 'any website' but never mentions the country/market parameter, so it adds no meaning beyond the schema — the baseline 3 applies.

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?

States a specific resource and deliverable ('SEO snapshot of any website') and enumerates the actual outputs: Authority score, organic traffic, ranking keywords, competitors, backlinks. It distinguishes itself implicitly from keyword_overview by being domain-scoped, though it never names the sibling to make the contrast explicit.

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

Usage Guidelines3/5

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

Usage is only implied — an agent needing a domain-level SEO picture will infer this tool, and 'Free, cached data' hints that no quota is consumed. There is no statement of when to prefer this over keyword_overview or run_seo_tool, and no prerequisites.

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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