# mcp.cpgknowledgegraph.ai — CPG Knowledge Graph — SPARKS

The CPG Knowledge Graph v3.2.0 powered by SPARKS: 38,350 brands · 15,495 makers · 15,688 retail banners · 3.29M points of sale. Resolved, cited answers for Beauty & Personal Care and CPG procurement agents — GTIN-first, no LLM in the request path.

MCP endpoint (streamable-http): https://mcp.cpgknowledgegraph.ai/mcp
Tools: check_eligibility, count_gtin_coverage, find_makers, find_retailers, get_kernel, get_signal_chain, list_brands_by_node, list_nodes, list_sku_types, node_market, resolve_gtin, resolve_node, resolve_scope, resolve_sparks

Operator: GreenCore Solutions Corp. | D-U-N-S 24-336-6774 | Microsoft AI Cloud Partner
Standards: acm-sparks.ai / sm-eco-10060.org / acm-68000.ai
Canonical numbers: 38,350 brands / 15,688 retail banners / 3.29M points of sale / 50 markets — monthly inbound agent transaction number published at https://gsc-radar.ai (source of record)
HITL contact: https://gsc-navigator.ai/