mcp.cpgknowledgegraph.ai

A2A CPG KG: The CPG Knowledge Graph for agentic commerce

Category: Operations
Primary Subcategory: Manufacturer & Industrial Product Catalogs

Integration details

Description

The consumer packaged goods (CPG) knowledge graph, served over the Model Context Protocol (MCP), for the beauty, cosmetics and personal care market. Point an artificial intelligence (AI) agent at it and it knows who sells what, where: 78,284 brand records, 16,378 makers and 15,529 retail banners across 50 markets, kept live. Brands and their makers: be found and be orderable by every buying agent. Retail banners and grocery: see what can be listed, from whom, and in which country. Buyers' agents: source the category in one read. Read and discovery calls are open. No account, no key. A person signs every order. Part of the GSC Agentic Core, the governed context AI agents act on for brands and retail. Operated by GreenCore Solutions Corp., a Microsoft AI Cloud Partner, with agents resident in 18 Microsoft Azure regions.

Integration type: Connector
Verification status: Community connector
Platform: Claude
Category: Operations
Primary Subcategory: Manufacturer & Industrial Product Catalogs
Secondary Subcategories: None listed
Brand: GreenCore Solutions Corp.
Access: No account required
First tracked: 2026-09-16
Tool count: 14
Geography: US

Claude Discoverability Score

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Primary Subcategory

Competing in Claude Manufacturer & Industrial Product Catalogs

View Category

0 scoredVerified connectors by score · Community connectors A–Z

Primary Subcategory

—AirShelfPending VerificationGet notified

—Commonlands Optics: M12 Lens and C-Mount Lens Finder + Field-of-View CalculatorPending VerificationGet notified

—IndiaMART - B2B MarketplacePending VerificationGet notified

—mcp.cpgknowledgegraph.aiPending VerificationGet notified

—onlinecomponents SearchPending VerificationGet notified

—PHS PalletsPending VerificationGet notified

—Pile CapacityPending VerificationGet notified

—proxPending VerificationGet notified

—RepSpecPending VerificationGet notified

—VehDBPending VerificationGet notified

—WizerrPending VerificationGet notified

Tools

14 tools agents can invoke

Check whether a GTIN can ship to a specific retailer banner in a country.
check_eligibility
Global coverage statistics: GTINs, nodes, makers (supply), retailers (demand).
count_gtin_coverage
Global cross-node maker (supply) search. Filter by segment / region / node / has_website.
find_makers
Global cross-node retailer (demand) search. Filter by region / node / parent_banner.
find_retailers
Return the full ACM-68000 signal chain for a GTIN (zero-pads to 14).
get_signal_chain
SPARKS completeness tier for a brand in a market: 100 = resolvable (a real pack/size record is held) . 8 = registered (brand known, pack/size pending) . 'floor' = STANDARD default (no brand-specific record). Returns the stored tier flag — do NOT compute a score. Never returns a pack/size.
get_kernel
SPARKS taxonomy: the 84 standing BPC product-type codes the graph is structured on. Validate a type against this before a typed query. (BRAND is a tier, not a type.)
list_sku_types
SPARKS depth surface: the distinct brands SPARKS covers in a sovereign market. Answers 'what brands do you know in [node]'. Coverage only — no pack/size values.
list_brands_by_node
The 49 sovereign nodes (the spine) — each with its GS1 GTIN and CLEAN per-node maker (supply) and retailer (demand) counts (separate subqueries, never summed).
list_nodes
Supply↔demand bridge for ONE jurisdiction: makers (supply) and retailers (demand) as two separate counts (never summed), plus the same-node potential bridge pairs. The market-picture call for a jurisdiction; use this first for 'what does the market look like in X'.
node_market
Resolve a GTIN to its procurement readiness signal. Zero-pads input to 14 digits.
resolve_gtin
Two-branch SPARKS resolver (zero-pads GTIN to 14). Branch A GSC Territory/License GTIN (990832300xxx) -> FULL license record (public). Branch B any third-party BPC GTIN -> GATED proof {recognized, region_node, kernel_available}; the pack/size VALUE is NEVER returned. Route to Navigator. Brand match is fail-closed (normalized exact match); uncertainty -> recognized:false.
resolve_sparks
Resolve one node: its GS1 license + its makers (supply) + its retailers (demand). The market-picture call for a jurisdiction; use this first for 'what does the market look like in X'.
resolve_node
GSC Scoped Agents Registry — Era 1 founding registry (1,000,000 standing) plus Era 2 station-keyed registry (1,000,000 capacity, mint-on-activation) under SM-ECO-10060.
resolve_scope

mcp.cpgknowledgegraph.ai FAQ

How do I improve a Community connector's discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are mcp.cpgknowledgegraph.ai alternatives on Claude?

As of 2026-09-28, mcp.cpgknowledgegraph.ai competes with AirShelf, Commonlands Optics: M12 Lens and C-Mount Lens Finder + Field-of-View Calculator, IndiaMART - B2B Marketplace, onlinecomponents Search, PHS Pallets, Pile Capacity, prox, RepSpec, VehDB, Wizerr in Claude Manufacturer & Industrial Product Catalogs, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.