{"id":"supply-chain-mcp-server","name":"supply-chain-mcp-server","af_score":46.8,"security_score":36.5,"reliability_score":17.5,"what_it_does":"Provides an MCP server that exposes tools for querying global supply chain and trade data, sourced from UN Comtrade and World Bank trade statistics (and an additional “Open Supply Hub” supplier database). Tools include trade flow queries, top trade partner rankings, country trade statistics, and supply-chain risk analysis, plus supplier search by country/sector.","best_when":"You want an agent-accessible interface to public-ish trade datasets to power analysis and summaries.","avoid_when":"You require strong guarantees around authentication, rate-limits, audit logs, or contractual/security assurances not described in the package docs.","last_evaluated":"2026-04-04T21:43:14.020854+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Potential upstream rate limiting or intermittent upstream failures (e.g., Comtrade/World Bank/Open Supply Hub) are not documented in the README.","No explicit tool parameter schemas or error code conventions are provided in the README content, so agents may need to handle generic failures."],"error_quality":0.0}