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SkyFareNet: cheap flights for Pakistan

Search fares on a route

search_fares

Cheapest one-way fares for a route, by day, with airline, stops and a skyfarenet.com link.

    Use for questions like "cheapest Lahore to Jeddah flight in November" or "Dubai to Islamabad ticket price".
    origin and destination: a city name (Lahore, Dubai, Madinah, Buraydah), a 3-letter airport code (LHE, DXB),
    or a country (Canada, UK, USA, Saudi Arabia, UAE, Italy...), which compares every airport we cover there.
    month: optional, "YYYY-MM"; by default this month and next. Prices are in PKR.
    

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
monthNo
originYes
destinationYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

No annotations, so the description must disclose behavior. It adds useful context: output includes airline, stops, skyfarenet link; prices in PKR; month defaults to this and next. However, it omits rate limits, auth needs, pagination, and result limits, leaving gaps for a no-annotation 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?

Front-loads purpose, then usage examples, then parameter semantics. Line breaks aid scanning; examples and parameter details each earn their place. Slightly verbose but not wasteful.

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?

Given no annotations, no output schema, and 0% schema descriptions, the description is largely complete: purpose, usage examples, all parameter formats, output fields, currency, and defaults. Missing pagination/result-limit details, but sufficient to call correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description compensates fully. It explains origin/destination accept a city name, 3-letter airport code, or country, and month is optional 'YYYY-MM' defaulting to this and next month. This adds rich meaning beyond the bare schema titles.

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 resource and scope: cheapest one-way fares by route/day with airline, stops, and a skyfarenet.com link. Clear what it returns and gives example questions. Does not explicitly differentiate from sibling tools like ticket_price or cheapest_days, so short of 5.

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?

Provides explicit example queries ('cheapest Lahore to Jeddah flight in November') that tell when to use the tool. No when-not-to-use or alternatives among siblings (e.g., ticket_price), so not 5.

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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