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insights.get

Read-onlyIdempotent

Collect workload from the tenant database and return analyzed, agent-actionable findings. GET .../insights.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "organization_id": "<organization_id>",
      "project_id": "<project_id>",
      "environment_id": "<environment_id>"
    },
    "name": "insights.get"
  }
}

Input Schema

NameRequiredDescriptionDefault
project_idYesproject_id (required)
environment_idYesenvironment_id (required)
organization_idYesorganization_id (required)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

The annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds that it reads from the tenant database and performs analysis before returning 'agent-actionable' results, which hints at cost/latency of an aggregation, but it says nothing about scope limits, freshness of data, or volume of output.

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 compact sentences with the action front-loaded and no filler. The wording is efficient, though the efficiency partly comes from being under-specified rather than truly tight.

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?

For a three-parameter read-only tool with no output schema, the description should at least characterize the kinds of findings returned, since the agent cannot inspect a return schema. 'Analyzed, agent-actionable findings' gestures at that but leaves the content and format opaque, so it is only marginally adequate.

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 each of the three required identifiers is already documented, albeit minimally as tautologies. The description contributes nothing about how organization_id, project_id, and environment_id constrain the insight scope, so the baseline of 3 applies.

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

Purpose3/5

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

The description names a verb and resource ('Collect workload... return analyzed findings') plus the endpoint, so the general shape is clear. But 'workload' and 'findings' are abstract, and nothing distinguishes it from near-neighbors like analytics.summary, metrics.get, usage.get, or errors.list, all of which sound like they produce analyzed output.

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?

There is no statement of when to call this versus the many analytics/metrics/usage/errors siblings, and no prerequisites or exclusions. The agent must guess from the name alone whether it wants insights over analytics.summary or metrics.get.

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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