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GSCPAP - Google Search Console, GA4, PageSpeed Insights & live SERPs MCP

SERP competitor analysis

serp_competitor_analysis
Read-only

For a single query, find where YOUR domain ranks plus the full top-10 competitor list. Pairs naturally with GSC: you ask GSC for your low-CTR queries, then call this to see who's beating you.

Input Schema

NameRequiredDescriptionDefault
queryYessearch query (e.g. one your GSC find_quick_wins flagged).
deviceNodesktop
countryNotr
languageNoen
my_domainYesyour domain ("example.com" or "https://example.com/" - both work, www. and trailing slashes are normalised away).

Output Schema

NameRequiredDescriptionDefault

No arguments

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?

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds useful scope disclosures (one query per call, results capped at the top 10, your-domain-centric view), but says nothing about cost, rate limits, geographic sensitivity of live SERP data, or what a miss looks like. With annotations carrying the safety burden, this is adequate but thin.

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?

Two short sentences, front-loaded with the core capability and followed by the workflow hint. Nothing is padded, though the GSC aside is informal and slightly loose for a tool definition.

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

Completeness3/5

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

An output schema exists, so return values need not be described, and the read-only nature is handled by annotations. What is missing is anything about the three undocumented optional parameters and their defaults, which for a geo-sensitive SERP tool is the main thing an agent could get wrong.

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 40%, so the description needs to compensate, and it does not: device, country (default 'tr') and language all go unexplained anywhere. Those defaults materially change SERP results, and a 'tr' country default is surprising enough that silence is a real gap. The description adds only that a single query is accepted, which the schema already implies.

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 verb and resource: 'find where YOUR domain ranks plus the full top-10 competitor list' for a single query. That is more specific than the sibling serp_top_results (which presumably just lists results) because it adds the my_domain rank lookup. However, it never names a sibling tool, so the distinction from serp_top_results or serp_features_audit has to be inferred.

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?

Gives an explicit workflow: pull low-CTR queries from GSC (find_quick_wins), then call this to see who outranks you. That is real when-to-use guidance tied to a sibling tool. It does not state when NOT to use this versus serp_top_results, and there is no prerequisite or rate/cost note, which keeps it below a 5.

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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