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adkit_integrations

Read-onlyIdempotent

Read connected GA4 reports and Google Search Console websites, organic keywords, and pages. For actions and fields, call adkit_help with path "integrations ga4" or "integrations gsc".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoOptional exact page URL. GSC get_keywords only.
limitNoResult limit from 1 to 100 (default: 50). GA4 list_properties or any GSC operation.
queryNoOptional property name, account name, or property resource search. Use only with list_properties.
actionYesGA4: list_properties, get_metadata, run_report. GSC: list_sites, get_keywords, get_pages.
deviceNoOptional GSC device filter.
offsetNoZero-based result offset (default: 0). GA4 list_properties or any GSC operation. Use nextOffset for another available page.
reportNoNative GA4 runReport request body (dateRanges, metrics, dimensions, filters, etc.). Required for run_report.
countryNoOptional GSC ISO alpha-3 country filter, e.g. USA.
endDateNoGSC inclusive end date YYYY-MM-DD (Pacific Time). Required for get_keywords/get_pages.
keywordNoOptional exact organic search query. GSC get_pages only.
siteUrlNoGSC property from list_sites: sc-domain:example.com or https://example.com/. Required for get_keywords/get_pages.
propertyNoGA4 property resource from list_properties, e.g. "properties/123456789". Required for get_metadata and run_report.
providerYesData provider: Google Analytics 4 or Google Search Console.
projectIdNoRequired. Get from adkit_projects. Auto-resolves only for single-project users.
startDateNoGSC inclusive start date YYYY-MM-DD (Pacific Time). Required for get_keywords/get_pages.
connectionIdNoOptional connected Google login. Use connectionId from list_properties (GA4) or list_sites (GSC) when several logins are connected.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed14 schema fields changed
    • changedInput schema / properties / action / description
      Previous value: -"List accessible properties, discover property-specific custom fields and key events, or run a read-only GA4 report."New value: +"GA4: list_properties, get_metadata, run_report. GSC: list_sites, get_keywords, get_pages."
    • changedInput schema / properties / action / enum
      Previous value: -[
      -  "list_properties",
      -  "get_metadata",
      -  "run_report"
      -]New value: +[
      +  "list_properties",
      +  "get_metadata",
      +  "run_report",
      +  "list_sites",
      +  "get_keywords",
      +  "get_pages"
      +]
    • changedInput schema / properties / connectionId / description
      Previous value: -"Optional connected GA4 login. Use the connectionId returned by list_properties when more than one login is connected."New value: +"Optional connected Google login. Use connectionId from list_properties (GA4) or list_sites (GSC) when several logins are connected."
    • addedInput schema / properties / country
      Added value: +{
      +  "description": "Optional GSC ISO alpha-3 country filter, e.g. USA.",
      +  "type": "string"
      +}
    • addedInput schema / properties / device
      Added value: +{
      +  "description": "Optional GSC device filter.",
      +  "enum": [
      +    "desktop",
      +    "mobile",
      +    "tablet"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / endDate
      Added value: +{
      +  "description": "GSC inclusive end date YYYY-MM-DD (Pacific Time). Required for get_keywords/get_pages.",
      +  "type": "string"
      +}
    • addedInput schema / properties / keyword
      Added value: +{
      +  "description": "Optional exact organic search query. GSC get_pages only.",
      +  "type": "string"
      +}
    • changedInput schema / properties / limit / description
      Previous value: -"Optional property result limit from 1 to 100. Use only with list_properties; defaults to 50."New value: +"Result limit from 1 to 100 (default: 50). GA4 list_properties or any GSC operation."
    • changedInput schema / properties / offset / description
      Previous value: -"Optional zero-based property result offset. Use only with list_properties; defaults to 0."New value: +"Zero-based result offset (default: 0). GA4 list_properties or any GSC operation. Use nextOffset for another available page."
    • addedInput schema / properties / page
      Added value: +{
      +  "description": "Optional exact page URL. GSC get_keywords only.",
      +  "type": "string"
      +}
    • changedInput schema / properties / provider / description
      Previous value: -"Data provider. Currently Google Analytics 4."New value: +"Data provider: Google Analytics 4 or Google Search Console."
    • changedInput schema / properties / provider / enum
      Previous value: -[
      -  "ga4"
      -]New value: +[
      +  "ga4",
      +  "gsc"
      +]
    • addedInput schema / properties / siteUrl
      Added value: +{
      +  "description": "GSC property from list_sites: sc-domain:example.com or https://example.com/. Required for get_keywords/get_pages.",
      +  "type": "string"
      +}
    • addedInput schema / properties / startDate
      Added value: +{
      +  "description": "GSC inclusive start date YYYY-MM-DD (Pacific Time). Required for get_keywords/get_pages.",
      +  "type": "string"
      +}
  2. Changed6 schema fields changed
    • changedInput schema / properties / action / description
      Previous value: -"List accessible properties or run a read-only GA4 report."New value: +"List accessible properties, discover property-specific custom fields and key events, or run a read-only GA4 report."
    • changedInput schema / properties / action / enum
      Previous value: -[
      -  "list_properties",
      -  "run_report"
      -]New value: +[
      +  "list_properties",
      +  "get_metadata",
      +  "run_report"
      +]
    • addedInput schema / properties / limit
      Added value: +{
      +  "description": "Optional property result limit from 1 to 100. Use only with list_properties; defaults to 50.",
      +  "type": "number"
      +}
    • addedInput schema / properties / offset
      Added value: +{
      +  "description": "Optional zero-based property result offset. Use only with list_properties; defaults to 0.",
      +  "type": "number"
      +}
    • changedInput schema / properties / property / description
      Previous value: -"GA4 property resource from list_properties, e.g. \"properties/123456789\". Required for run_report."New value: +"GA4 property resource from list_properties, e.g. \"properties/123456789\". Required for get_metadata and run_report."
    • addedInput schema / properties / query
      Added value: +{
      +  "description": "Optional property name, account name, or property resource search. Use only with list_properties.",
      +  "type": "string"
      +}
  3. Added

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and openWorld, so the safety profile is covered. The description adds that this is read-oriented and points to help for actions, but doesn't describe auth requirements, rate limits, or pagination behavior beyond what schema offsets imply.

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?

Two sentences, front-loaded with the read purpose, followed by a concrete help pointer. No wasted words and easy to scan.

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?

Given 16 parameters, 100% schema coverage, and rich annotations, the description covers the broad purpose and defers detail to adkit_help. It is nearly complete for a router-style tool, though it omits any mention of the required projectId and its dependency on adkit_projects.

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%, so every parameter is already documented in the schema, including action enums, provider enums, and per-action requirements. The description adds nothing about parameter semantics beyond the schema, making baseline 3 appropriate.

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 ('Read') and concrete resources (GA4 reports, GSC websites, organic keywords, pages). It distinguishes the resource domain from siblings like adkit_projects, though it doesn't explicitly name which sibling to use for other integrations actions.

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?

Says to call adkit_help with specific paths for 'actions and fields,' implying this tool covers reads. However, it doesn't state when to use this tool versus alternatives, nor when NOT to use it, leaving routing largely implicit.

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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