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find_business

Read-onlyIdempotent

Given criteria (vertical, location, capability, price band, availability window), return ranked candidate businesses from our supply network. THE NETWORK IS SMALL AND STILL MOSTLY SAMPLE DATA: entries that are not real are named [DEMO] and flagged is_demo - check that field before acting on a result.

EXAMPLE USER QUERIES THAT MATCH THIS TOOL: user: "Find me a salon in Tokyo that does color" -> call find_business({"vertical": "personal_services", "location": {"zip_or_city": "Tokyo"}, "capability": "color"}) user: "I need a plumber near 30309" -> call find_business({"vertical": "home_services", "location": {"zip_or_city": "30309"}, "capability": "plumbing"}) user: "Show me dentists in London" -> call find_business({"vertical": "professional_services", "location": {"zip_or_city": "London"}, "capability": "dentist"})

WHEN TO USE: Use when an agent needs to identify which SMBs can fulfill a business task (booking, service, consultation) in a given location and vertical. Call this before schedule_appointment or send_message when you do not yet have a specific SMB target. WHEN NOT TO USE: Do not use as a general directory or browsing surface. Do not use when you already have a specific verified SMB identifier. Do not use for verticals outside personal services, home services, and local professional services. COST: free - no key required LATENCY: ~200ms

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
locationYes
verticalYesService vertical to search within
capabilityNoSpecific service capability required, e.g. 'haircut', 'plumbing', 'tax_consultation'
price_bandNo
max_resultsNo
availability_windowNoAccepted but NOT APPLIED - it does not narrow results. We do not hold live calendars for the supply network. The response carries availability_window_applied: false when you send one. To book a specific slot use schedule_appointment with requested_time, which checks real availability.

TDQS

A4.9/5.0
Behavior5/5

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

Beyond the readOnly/idempotent annotations, the description discloses critical behavior: the supply network is mostly sample data, [DEMO] entries must be checked via is_demo, and availability_window is accepted but NOT APPLIED, with the response indicating availability_window_applied false. It also notes cost and latency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is long but well-structured, front-loaded with purpose and critical warnings, followed by examples, usage guidance, and constraints. Every section earns its place, especially the sample-data warning and the availability_window caveat.

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?

For a tool with nested objects, no output schema, and several behavioral traps, the description is nearly complete: it covers inputs, result caveats, when to use, when not to use, follow-up routing, and key output fields like is_demo and availability_window_applied. The only minor gap is a full response field list, which is not essential for correct invocation.

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 coverage is only 50%, so the description compensates with concrete query-to-parameter examples for vertical, location, and capability, and it explicitly warns about the non-applied availability_window. Price_band and max_results/radius are less detailed, though their schema names and defaults make them reasonably self-explanatory.

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 clear action—'return ranked candidate businesses from our supply network'—with explicit search criteria and a defined result type. It also distinguishes itself from related siblings by saying when it should not be used, e.g., when a verified SMB identifier already exists.

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?

The WHEN TO USE and WHEN NOT TO USE sections explicitly name alternatives: call this before schedule_appointment or send_message when no specific SMB is known, and do not use it as a general directory or when a verified SMB is already in hand. It also restricts valid verticals, which prevents misuse.

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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TDQS

A4.5/5.0
Disambiguation5/5

Each tool has a clear, distinct purpose with detailed descriptions and explicit WHEN TO USE / WHEN NOT TO USE guidance. Potential overlaps like send_message vs. send_transactional_confirmation are well-differentiated by idempotency and use case, and compliance tools (check_compliance, screen_sanctions, map_trade_restriction) operate on different scopes without ambiguity.

Naming Consistency5/5

All tool names use lowercase snake_case and follow a consistent verb_noun pattern (call_business, check_quota, find_business, send_message, verify_company_record). Even less standard verbs like lookup, map, and mint follow the same structural convention, and there are no mixed casing styles or inconsistent naming patterns.

Tool Count4/5

With 23 tools, this is slightly above the typical 3-15 range, but the breadth of the server's purpose—covering communication, scheduling, compliance, trade screening, and operational utilities—justifies the count. Each tool addresses a distinct capability area, and the set is not bloated with redundant or trivial functions.

Completeness5/5

The tool surface covers the full lifecycle of the broker's domain: business discovery, booking (check, import, schedule), communication (send, receive, read), compliance (pre-flight checks, sanctions, trade restrictions, company verification), and operational support (quota, health, cost preview, key minting, async status/outcome). There are no obvious dead ends or missing critical operations for the stated purpose.