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smallest-inc

Smallest MCP Server

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by smallest-inc

get_attempt_cohorts

Analyze call attempt cohorts to compare volume and success rates across 1st, 2nd, and subsequent attempts for retry strategy optimization.

Instructions

Get attempt cohort analysis — shows volume and success rate by attempt number (1st attempt, 2nd attempt, etc.). Useful for optimizing retry strategies.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
start_dateNoStart date (ISO 8601, e.g. 2025-01-15T00:00:00Z). Defaults to 7 days ago.
end_dateNoEnd date (ISO 8601, e.g. 2025-01-20T23:59:59Z). Defaults to now.
agent_nameNoFilter to a specific agent (partial match)
campaign_idNoFilter to a specific campaign by ID
call_typeNoFilter by call type
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It states the tool shows data but doesn't disclose side effects, authentication needs, or rate limits. As a read operation, it's safe, but more transparency would be beneficial.

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 two sentences, front-loading the purpose with no extraneous words. It is concise and well-structured.

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?

With no output schema, the description adequately explains the return value (volume and success rate by attempt number). Parameters are optional and clearly described in the schema. The tool is simple and the description is sufficient.

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%, fulfilling the baseline. The description does not add parameter-specific meaning beyond the schema; it focuses on output. No additional semantic value is provided for the parameters.

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 identifies the tool as getting an attempt cohort analysis, specifying it shows volume and success rate by attempt number. It distinguishes itself from sibling tools, none of which focus on cohort analysis.

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

Usage Guidelines4/5

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

The description states it's useful for optimizing retry strategies, giving clear context for use. It does not explicitly mention when not to use or alternatives, but the purpose is clear enough for appropriate selection.

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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