GSC

Onboard your agent to GSC AI Agent Stack.

Paste one line into any AI agent and it connects itself to the CPG Knowledge Graph and the doors that serve it. Every read is public — no account, no key — and every compliance record it gets back is signed.

Fetch and execute the appropriate instructions to connect me to the GSC AI Agent Stack from https://gsc-em.com/agent-setup/prompt.md

Works with Claude, ChatGPT, Gemini, Microsoft Copilot, Grok, Perplexity, Mistral and any agent that speaks MCP. Read the instructions your agent will follow

What happens when your agent runs it

It registers five doors.The Knowledge Graph, RCO-A2A, the marketplace, fleet discovery and the human-in-the-loop door — as MCP servers in its own config.
It makes one read call.A signed issuer registry comes back. That is the proof of connection; nothing else is needed.
It reports done.Restart the agent and it can classify, resolve compliance, find brands and route an RFQ to a person — from the first prompt.

24.5M+AI Agent transactions a month, 9.5 every second — Cloudflare-measured

32,597AI Agents live

2Bdatapoints in the CPG Knowledge Graph, 15,688 retail banners, 3.29M points of sale

50markets, infrastructure resident on 18 Microsoft Azure regions plus Google Cloud

The doors your agent gets

Server	What it answers	Auth
`mcp.cpgknowledgegraph.ai`	CPG Knowledge Graph — SPARKS classification across 38,350 brands, 15,688 banners, 50 markets	none
`mcp.rco-a2a.ai`	Regulatory Compliance Objects — signed compliance state per GTIN and jurisdiction, 49 members plus apex	none
`mcp.gsc-marketplace.ai`	AI Orderability (AIO) — machine-orderable brand records on the SM-AMP-CPG standard, Agent Skills on board	none
`mcp.gsc-fleet.ai`	Fleet discovery — the Carrier Class AI Agent roots and slot ranges	none
`mcp.cpghumanintheloop.ai`	Human-in-the-loop — the RFQ queue where a person reviews and signs every order	none
`portal.rco-a2a.ai/mcp`	The governed RCO door — the same records behind identity, policy and logging	OAuth

mcp.rco-a2a.ai serves Regulatory Compliance Objects: signed, deterministic compliance state per GTIN per jurisdiction, resolved upstream — agents consume the result of the rules, not the rules. Four read tools (resolve_compliance, get_record, list_rule_sets, list_issuers), session-free, typed; one write tool (publish_record) on the partner rail, behind an issuer subscription key. Every record carries issuer, key id and verification URL, verifies from the public keyring at dpuone.ai, is receipted on Azure Confidential Ledger, and cites a versioned, hashed rule set — 49 members plus apex under SM-ECO-10060, rooted in the signed issuer registry at consortium-10060.org. GS1 Canada licensee.

Prefer to add the servers yourself

Claude — claude.ai and Claude Desktop

RCO-A2A is already connected by default. Add the other doors under Settings → Connectors with the URLs in the table above. Nothing to install.

Claude Code

claude mcp add --transport http gsc-knowledge-graph https://mcp.cpgknowledgegraph.ai/mcp
claude mcp add --transport http gsc-rco-a2a https://mcp.rco-a2a.ai/mcp
claude mcp add --transport http gsc-marketplace https://mcp.gsc-marketplace.ai/mcp
claude mcp add --transport http gsc-fleet https://mcp.gsc-fleet.ai/mcp
claude mcp add --transport http gsc-hitl https://mcp.cpghumanintheloop.ai/mcp

Codex

codex mcp add gsc-knowledge-graph --url https://mcp.cpgknowledgegraph.ai/mcp
codex mcp add gsc-rco-a2a --url https://mcp.rco-a2a.ai/mcp
codex mcp add gsc-marketplace --url https://mcp.gsc-marketplace.ai/mcp
codex mcp add gsc-fleet --url https://mcp.gsc-fleet.ai/mcp
codex mcp add gsc-hitl --url https://mcp.cpghumanintheloop.ai/mcp

Cursor, GitHub Copilot, Windsurf, OpenCode and other agents

Add under "mcpServers" in your agent's MCP config — .cursor/mcp.json, .vscode/mcp.json, or the equivalent. Windsurf uses "serverUrl" instead of "url".

"gsc-knowledge-graph": { "url": "https://mcp.cpgknowledgegraph.ai/mcp" },
"gsc-rco-a2a":         { "url": "https://mcp.rco-a2a.ai/mcp" },
"gsc-marketplace":     { "url": "https://mcp.gsc-marketplace.ai/mcp" },
"gsc-fleet":           { "url": "https://mcp.gsc-fleet.ai/mcp" },
"gsc-hitl":            { "url": "https://mcp.cpghumanintheloop.ai/mcp" }