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Just Fucking Prompt It

Create a JFPI link

create_jfpi_link

Creates a Just Fucking Prompt It (JFPI) link for a question someone could have asked an AI themselves. JFPI is a joke site in the spirit of "Let Me Google That For You": whoever opens the link watches the question being typed into an AI, then gets a cheeky answer in the chosen tone.

Use it only when the user asks for a JFPI or "just prompt it" link for someone else, or explicitly wants to tease another person about a question that was easy to ask an AI. Do not use it on your own initiative, and never use it to mock the user you are talking to.

Input: the other person's question, as they asked it (max 500 characters). Optional tone: mild, rude, brutal (default mild). The site checks every question; offensive or abusive ones are refused.

Returns the link and a short line in the chosen tone that you can say together with it. Give the user the link exactly as returned.

Input Schema

NameRequiredDescriptionDefault
toneNoOne of: mild, rude, brutal. Default: mild.
questionYesThe other person's question, as they asked it. Max 500 characters.

Output Schema

NameRequiredDescriptionDefault
urlYes
lineYes
toneYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Adds real context the annotations cannot convey: every question is screened and offensive ones are refused, the response contains a link plus a tone-appropriate line, and the link must be passed through verbatim. Annotations already declare the non-read-only, open-world, non-idempotent profile, and the description does not contradict them. Minor gap: it does not say whether repeat calls produce identical or distinct links, which matters against idempotentHint=false.

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?

Front-loaded with the definition, then usage rules, then inputs, then return behavior – a sensible order with no filler sentences. Slightly long for a two-parameter tool, but each paragraph carries distinct information.

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?

An output schema exists, yet the description still gives the one agent-actionable fact the schema can't: the returned link must be delivered exactly as received, alongside the supplied line. Combined with the moderation-refusal caveat and the usage guardrails, nothing needed to call this correctly is missing.

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 coverage is 100%, so the schema already carries the 500-character limit, the required question field, and the mild/rude/brutal enum with default mild; the description largely restates these. It adds only the framing that 'question' is the other person's wording and that 'tone' shapes the answer style, which is modest value over a fully documented schema.

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?

States a specific verb and resource ('Creates a ... JFPI link') and then explains what the artifact actually is: a joke site where a recipient watches their question being typed into an AI. An agent knows exactly what this tool produces without opening the schema.

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

Usage Guidelines5/5

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

Gives explicit positive triggers ('only when the user asks for a JFPI or "just prompt it" link for someone else') and explicit exclusions ('Do not use it on your own initiative, and never use it to mock the user you are talking to'). This is the highest-risk ambiguity for a joke tool and it is closed off directly.

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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