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redline-analytics: GET /api/redline-analytics/kpis

get_redline_analytics_kpis_7e73a13d0a47ba291d2c64b0
Read-onlyIdempotent

GET /api/redline-analytics/kpis. GET /api/redline-analytics/kpis. Operation ID: 7e73a13d0a47ba291d2c64b0; describe_operation provides native request schemas.

Input Schema

NameRequiredDescriptionDefault
queryNo
paramsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive and closed-world, so the safety profile is covered. The description contributes nothing beyond that, not even what the KPI set covers or whether results are scoped to a workspace/document set.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three clauses, one of which is an exact duplicate of the first. The redundancy is pure waste and the useful content (the describe_operation pointer) is buried at the end rather than front-loaded.

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

Completeness2/5

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

No output schema, a nested open-ended query object, and no return-value or filter information anywhere. For an analytics endpoint with a free-form query parameter, the definition leaves an agent unable to construct a correct call without a second tool call.

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 0% and the two parameters include an untyped free-form 'query' object with additionalProperties: {}, so the schema explains almost nothing. The description does not compensate at all — no mention of supported filters, date range, or expected query keys; it only defers to describe_operation.

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

Purpose2/5

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

The description only restates the HTTP path 'GET /api/redline-analytics/kpis' twice, adding no verb-and-resource framing beyond the tool name. It never says what a 'KPI' payload contains or how it differs from siblings like get_redline_analytics_summary or get_redline_analytics_risk_dashboard.

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?

The sole guidance is a pointer: 'describe_operation provides native request schemas.' That is discoverability help, not when-to-use guidance — no condition, no exclusions, no comparison against the four sibling redline-analytics endpoints an agent must choose between.

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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