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Rahul D Sarker: Marketing & RevOps Tools

Conversion Funnel Calculator

conversion_funnel
Read-onlyIdempotent

Calculate conversion rate and the traffic needed to hit a target number of conversions at that rate. See the full version at https://rahuldsarker.co/calculators/conversion-funnel

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
targetYesTarget number of conversions to reach
visitorsYesVisitors in the period
conversionsYesConversions (signups, leads, or purchases) in that same period

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is already covered. The description adds that it computes two outputs (conversion rate and traffic needed), but does not disclose return format, precision, or assumptions.

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 sentences with the core function front-loaded. The external link to a full version is extra but brief and does not bury the essential information.

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?

No output schema exists, so the description should cover return values; it names the two computed results. For a simple calculator with complete parameter docs and clear annotations, this is sufficient, though it omits assumptions such as linear extrapolation.

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 all three parameters are documented in the schema. The description references target and traffic needed but adds no syntax, format, range, or constraints beyond what the schema provides.

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 and resource: calculate conversion rate and the traffic needed to hit a target number of conversions at that rate. Clear, but does not distinguish it from many sibling calculators such as cpl_cpa_calculator or roas_calculator.

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

Usage Guidelines3/5

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

Implies a conversion-funnel or target-planning context but gives no explicit when-to-use versus alternatives, no exclusions, and no prerequisites. No sibling tool is named to route the agent.

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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