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sprkly-mcp

Get account summary

sprkly_get_account_summary
Read-only

Plan tier, trial state, connected account count, scheduled post counts by status, and the next three upcoming posts. Never returns tokens or secrets.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, and the description adds a meaningful behavioral guarantee: 'Never returns tokens or secrets.' This security-related disclosure goes beyond the annotations and is valuable for safe invocation, though it does not cover other potential behaviors like caching or data freshness.

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?

The description is a single, information-dense sentence that front-loads the returned data elements and ends with a security note. Every word contributes value, with no repetition or filler.

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 there is no output schema, the description carries the full burden of explaining what the tool returns. It covers the main data categories sufficiently for a summary tool, though it omits details like exact field names or status values. Overall, it is adequate for the tool's simplicity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has zero parameters, so the baseline for this dimension is 4. The description correctly avoids mentioning parameters, and nothing more is needed.

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?

The description clearly enumerates what the tool returns: plan tier, trial state, connected account count, scheduled post counts by status, and next three upcoming posts. This makes the resource and scope unambiguous and distinguishes it from siblings like sprkly_get_billing_summary and sprkly_get_analytics.

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 description provides no explicit guidance on when to use this tool versus alternatives. It does not mention exclusions, prerequisites, or sibling tools for comparison, leaving the agent to infer usage context from the data content alone.

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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