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Reevol Source: supplier search

Match suppliers by buyer brief

match_suppliers_by_brief
Read-onlyIdempotent

Best tool when a buyer describes what they need in their own words. Combines semantic search (Voyage embeddings over supplier industry, HS codes, certifications, trade-fair history, and the EN summary) with structured filters (country, HS codes, certifications, employee range, year founded, business type, export markets). Returns a ranked list of supplier cards, each with a matchExplanation summarizing why it surfaced. Example brief: 'BSCI-certified Vietnam factory for women's woven outerwear, MOQ-flexible, 11-50 staff, exports to EU'.

Input Schema

NameRequiredDescriptionDefault
langNoLocale for the returned URLs. Default en.
briefYesFreeform description of what the buyer is sourcing.
limitNoMax results, default 10.
countryNoSingle canonical country name.
hsCodesNoAny-of HS codes (2-12 digits each).
industryNoPrimary industry filter.
countriesNoMulti-country allow-list. Takes precedence over `country`.
businessTypeNo
foundedAfterNoMinimum year founded.
employeeRangeNoAllowed employee bands.
exportMarketsNoAny-of canonical export-market names.
foundedBeforeNoMaximum year founded.
certificationsNoAny-of certification names. E.g. ["ISO 9001","BSCI","GOTS"].
excludeCountriesNoCountry deny-list.

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?

Annotations already cover read-only/idempotent/closed-world safety, so the description earns credit for disclosing the internals that matter: semantic search over specific supplier fields combined with hard structured filters, plus a ranked result set with per-result matchExplanation. It doesn't clarify how conflicts between freeform brief and structured filters resolve (hard exclude vs. boost) or note behavior when no matches exist.

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?

Three sentences plus a compact example, front-loaded with the selection condition before mechanism, output, and illustration. Every sentence carries distinct information: when to use, how it works, what comes back, and a concrete input.

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?

For a 14-parameter tool with no output schema, the description covers the essential contract: what goes in, how ranking happens, and that supplier cards carry a matchExplanation. The remaining gap is edge-case behavior (empty result sets, precedence between brief-derived and explicit filters), which is minor but non-zero.

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 93%, so the baseline is 3; the description adds real value by enumerating the filter families and, more importantly, by showing a realistic `brief` value that mixes certifications, country, staff band, and export markets into freeform text. That example teaches an agent what belongs in `brief` versus the dedicated parameters, which the schema alone does not convey.

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?

States a specific verb+resource (match suppliers to a buyer brief) and immediately scopes it to freeform natural-language requests, which separates it from the structured-lookup siblings like find_suppliers_by_country and find_suppliers_by_hs_code. The mention of the ranking output and matchExplanation makes the outcome concrete.

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?

"Best tool when a buyer describes what they need in their own words" gives a clear selection condition, and the contrast with structured filters implies when the pure-filter siblings are better. It stops short of explicitly naming alternatives or stating when not to use it, so it lands at 4 rather than 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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