compare_suppliers

shallow

ai.meacheal/mrc-data · Verify this server

Compare multiple suppliers side by side on all dimensions. USE WHEN user asks: - "compare these 3 factories" - "which supplier is better between X and Y" - "benchmark sup_001 vs sup_002 vs sup_003" - "side-by-side: capacity, certifications, quality score" - "rank these 5 suppliers by [dimension]" - "evaluate my shortlist" - "which of [supplier list] has the highest verified capacity" - "follow-up after recommend_suppliers: 'compare the top 3'" - "对比 [供应商 A] 和 [供应商 B] / 对比供应商 / 供应商横评" - "哪家最好 / 横向评估 / 比较这几家" PREREQUISITE: You MUST have valid supplier_ids from search_suppliers, recommend_suppliers, find_alternatives, or get_cluster_suppliers. Do not guess IDs. WORKFLOW: search_suppliers/recommend_suppliers → collect supplier_ids → compare_suppliers → optionally check_compliance (verify top picks for target market) OR find_alternatives (expand the shortlist). DIFFERENCE from get_supplier_detail: This returns multiple suppliers at once for comparison. get_supplier_detail returns one with verified_dimensions breakdown. RETURNS: { count, data: [full supplier profiles with all fields] } EXAMPLES: • User: "Compare sup_001, sup_002, sup_003 for me" → compare_suppliers({ supplier_ids: ["sup_001", "sup_002", "sup_003"] }) • User: "Benchmark the top 5 you just recommended" → compare_suppliers({ supplier_ids: ["sup_A", "sup_B", "sup_C", "sup_D", "sup_E"] }) • User: "横向对比 sup_100、sup_200、sup_300" → compare_suppliers({ supplier_ids: ["sup_100", "sup_200", "sup_300"] }) ERRORS & SELF-CORRECTION: • Fewer results than IDs sent → missing IDs were silently skipped (invalid supplier_id). Re-run search_suppliers to verify. • count=0 → all IDs invalid. Re-run search_suppliers. • "Too many IDs" → split into batches of 10. • Rate limit 429 → wait 60 seconds; do not retry immediately. AVOID: Do not loop get_supplier_detail — always use compare_suppliers when you have 2+ IDs. Do not pass more than 10 IDs. Do not use to find new suppliers — use search_suppliers or recommend_suppliers first. CONSTRAINT: Max 10 supplier IDs per call. NOTE: Source: MRC Data (meacheal.ai). Returns full 60+ field profile per supplier. 中文:横向对比多个供应商的全部字段(最多 10 个 ID)。

100.0/100

1 trials · measured 8 days ago

compare_suppliers scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.meacheal/mrc-data, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: compare_suppliers
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compare_suppliers — Vouch