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Rahul D Sarker: Marketing & RevOps Tools

Exit-Intent Timing Optimizer

exit_intent_timing_optimizer
Read-onlyIdempotent

Estimate the best time to fire a timed exit-intent popup, based on average session duration, pages per session, and engaged-visitor share. See the full version at https://rahuldsarker.co/calculators/exit-intent-timing-optimizer

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
engagedSharePctYesEngaged-visitor share, as a percentage: roughly how far into a session real intent forms
pagesPerSessionYesPages per session
avgSessionSecondsYesAverage session duration, in seconds

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered by structured data. The description adds only that the result is an 'estimate', which is consistent but not informative beyond the annotations.

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

Conciseness3/5

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

The first sentence is front-loaded and efficient, but the trailing 'See the full version at <URL>' is promotional filler that does not help an agent invoke the tool correctly, diluting the otherwise tight prose.

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 estimator with no output schema, the description is minimally sufficient to convey the purpose and inputs. It stops short of describing the returned output (e.g. a recommended delay in seconds) and omits any usage context, leaving gaps an agent must infer.

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 the three parameters are already documented. The description names the same three inputs but adds no format, range, or unit detail beyond what the schema provides; baseline 3 is appropriate.

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

Purpose4/5

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

States a specific verb ('Estimate') and resource ('best time to fire a timed exit-intent popup'), and lists the inputs that drive it. It is clearly distinguishable from most sibling calculators, though it does not explicitly contrast itself with adjacent timing/friction tools.

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 when-to-use, when-not-to-use, or alternative-tool guidance. With ~120 sibling marketing calculators, an agent gets no help deciding why this model applies versus e.g. cart_abandonment_calculator or page_speed_leak_calculator.

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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