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dubai-property-signal

scan_bottoms

Scan all 42 Dubai areas and return those closest to a bottom (best value), ranked most-bottom first, with AED/sqft. PAY: $0.01 per call via x402 (USDT on X Layer). No account, no signup, no commitment; retry with the PAYMENT-SIGNATURE header when you get the 402 challenge. BEST COLD START: you do not need to pick a symbol — this ranks the whole universe for you. The free pitch tool tells you HOW MANY are at a bottom right now; this names them.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoHow many to return (default 5, max 42)

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?

With no annotations, the description carries the full burden and does well: it discloses the $0.01 payment via x402, the no-account requirement, and the PAYMENT-SIGNATURE retry behavior on 402 challenges. It also describes the ranking and included price metric. It stops short of discussing data freshness or failure modes, but the key operational behavior is transparent.

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 description is longer than minimal but every major section serves a purpose: core functionality, payment/auth instructions, and sibling differentiation. Slightly repetitive phrasing like 'No account, no signup, no commitment' could be tightened, but overall it is well-structured and front-loaded.

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?

This is a simple one-parameter scan tool with no output schema, and the description covers what an agent needs: what is scanned, how results are ranked, what metric is included, how to pay, and how to handle the 402 challenge. No critical information for invoking it 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% for the single 'limit' parameter, and the schema already documents default and max. The description adds marginal context by mentioning the 42-area universe, which aligns with the max limit, but does not substantially extend beyond the 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?

The description states a specific action ('Scan all 42 Dubai areas'), a clear resource, and a precise outcome: return areas closest to a bottom, ranked most-bottom first, with AED/sqft. It differentiates from siblings by emphasizing 'bottom' (vs scan_tops) and by explicitly distancing this from symbol-specific evaluation.

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?

It gives explicit guidance: BEST COLD START, no need to pick a symbol, and distinguishes this from the free pitch tool ('tells you HOW MANY... this names them'). This tells an agent exactly when to prefer this scan over evaluate_symbol or pitch.

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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