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find_buyers

Read-onlyIdempotent

Search 500,000+ verified importers and distributors by product category and target country. Returns company profiles + a coverage object. When in-database coverage is thin (empty/partial), the response includes an acquisition task (task_id) — a background crawl is started automatically (free). Poll it with check_discovery_task until status=completed to get freshly gathered buyers. Contact details are not included — use enrich_buyer_contact to get them.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results to return (default 20, max 100)
categoryYesProduct category (e.g. 'flour', 'stainless steel tableware', 'LED lighting')
country_isoNoISO 3166-1 alpha-2 country code (e.g. MY, ID, KE, AE, GB)
quality_gradeNoFilter by data quality. 'premium' = verified contact + multi-source evidence.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.7/5.0
Behavior5/5

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

Description aligns with annotations (readOnly, idempotent, not destructive) and adds key behavioral details: returns profiles/coverage object, starts background crawl if coverage thin, no contact details included. No contradiction.

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?

Concise at 4 sentences, front-loaded with main action. Each sentence adds necessary information without fluff. Well-structured for agent consumption.

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?

Complete context: explains tool purpose, parameters, behavior with acquisition tasks, and links to related tools (check_discovery_task, enrich_buyer_contact). No output schema, but return format is described clearly.

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 baseline is 3. Description adds minimal extra meaning beyond schema (e.g., 'by product category and target country' restates parameters). Does not significantly enhance parameter understanding.

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?

Description clearly states the tool searches verified importers and distributors by product category and target country, and distinguishes from siblings (check_discovery_task, enrich_buyer_contact) by explaining when to use each.

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?

Explicitly explains when to use this tool (search for buyers), what to do when coverage is thin (poll with check_discovery_task), and how to get contact details (use enrich_buyer_contact). Provides clear alternatives and context.

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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