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Read connected data

read_integration_status
Read-onlyIdempotent

Read which data sources (Search Console, GA4, server logs) are connected to the project and how far their import has got, to explain why a traffic or search read is unavailable. It returns the overall stage (not_connected, connected, importing, core_data_ready, analysis_ready or import_failed), the backfill state and the date data is imported through, whether performance and demand snapshots exist, and each connection with its provider, property and last sync. Read it when another read returns unavailable or not_connected, before reading that again. Connecting a source happens in CiteLadder, not through this tool.

Input Schema

NameRequiredDescriptionDefault
project_idYesA project id that list_projects returned.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / project_id / description
      Added value: +"A project id that list_projects returned."
  2. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint=false and destructiveHint=false, so safety is covered. The description adds value beyond that: the full stage vocabulary, backfill/import-through semantics, snapshot existence, and the fact that connection setup is out-of-band. It doesn't discuss pagination or cost, but for a diagnostic read this is rich.

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?

Front-loaded with purpose then return shape then trigger, and no sentence is filler. It is dense and long for a single-parameter read, which keeps it just short of a 5.

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

Completeness5/5

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

No output schema exists, so the description carries the burden of explaining the return payload — and it does so thoroughly, including the enum of stages and per-connection fields. Nothing an agent needs to call or interpret this tool is missing.

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?

Only one parameter with 100% schema coverage, and the schema itself notes project_id comes from list_projects. The description adds no syntax or format detail beyond that, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Read which data sources ... are connected to the project and how far their import has got') and enumerates the exact return surface including the stage enum values. An agent can distinguish it from read_performance or read_search_dataset without opening any schema.

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

Usage Guidelines5/5

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

Gives an explicit trigger ('Read it when another read returns unavailable or not_connected, before reading that again') and a clear exclusion ('Connecting a source happens in CiteLadder, not through this tool'), so both when-to-use and when-not-to-use are covered.

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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