{"id":"hanlulong-openecon-data","name":"openecon-data","af_score":46.0,"security_score":44.5,"reliability_score":22.5,"what_it_does":"OpenEcon Data is an AI-assisted economic data aggregator that routes natural-language requests to multiple official data providers (e.g., FRED, World Bank, IMF, Eurostat, BIS, Comtrade, plus crypto/currency sources). It provides charts and exports, and exposes access to agents via an MCP server endpoint over SSE. It also includes a web UI (data.openecon.ai/chat).","best_when":"You want agent-friendly, source-attributed economic time-series retrieval via MCP, especially when natural-language querying and multi-provider coverage matter.","avoid_when":"You cannot tolerate reliance on an LLM parsing step (for intent/country/indicator/date extraction) or you need strict, audited compliance assurances without reviewing the implementation.","last_evaluated":"2026-03-30T15:41:38.802145+00:00","has_mcp":true,"has_api":false,"auth_methods":["MCP access via SSE endpoint (as described for MCP clients)","Optional OpenRouter API key for LLM parsing","Optional Supabase credentials for persistent history/auth on the web app"],"has_free_tier":false,"known_gotchas":["MCP endpoint is described over SSE; agent clients must support SSE transport.","The system relies on an LLM parsing/router step (OpenRouter) for intent/country/indicator/date extraction; ambiguous queries may lead to incorrect routing even if provider data retrieval is correct.","Because the repo content provided is high-level, the exact MCP tool names, parameters, and error payload schema are not visible here—agents should validate tool contracts against actual MCP schema at runtime."],"error_quality":0.0}