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SkyFareNet: cheap flights for Pakistan

Today's ticket prices

ticket_price

Today's lowest ticket prices from Pakistan for a popular trip, by city: Dubai, Saudi Arabia (Jeddah, Riyadh, Dammam, Madinah), Umrah (Jeddah and Madinah, and flights home), Skardu and Gilgit, domestic flights within Pakistan, and China. Use for "Umrah ticket price today" or "Dubai ticket price from Pakistan".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden. It discloses the data kind (lowest price, today) but says nothing about currency, whether prices are cached/estimates or live, update cadence, or what happens with invalid/unavailable topics — all material for a price tool.

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?

The purpose is front-loaded in the first clause, followed by the destination list and two example queries, with little padding. The parenthetical destination enumeration is somewhat sprawling but each item adds coverage of a distinct enum value.

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 one-parameter, no-output-schema, no-annotation tool, the description covers what is returned at a high level (lowest prices today, broken out by city/topic) and how to ask for it. It falls short on output shape cues (currency, one price per route vs. per city, freshness) and gives no hint that only a fixed set of six topics is accepted.

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?

Schema description coverage is 0%, so the description must compensate, and it largely does: it enumerates what each enum bucket covers (Saudi Arabia = Jeddah/Riyadh/Dammam/Madinah; Umrah = Jeddah and Madinah plus flights home; Skardu/Gilgit; domestic; China). This maps meaningfully onto the six enum values beyond the bare tokens, though it never states the required 'topic' parameter explicitly.

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+resource: 'Today's lowest ticket prices from Pakistan ... by city', which tells an agent this is a daily snapshot of cheapest fares per destination topic. It does not differentiate itself from siblings like cheapest_days, search_fares, or deals, so an agent must still infer which of the seven fare-ish tools to pick.

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?

Example phrasings ('Umrah ticket price today', 'Dubai ticket price from Pakistan') imply the intended context and help map user queries to the topic enum. There is no statement of when NOT to use it, nor any pointer to alternatives such as search_fares for specific routes/dates or cheapest_days for flexible-date advice.

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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