Autonomous Infrastructure for Agentic Operations
Stop Building Brittle Scripts. Give Your AI Agents Native System Context.
Connect your inventory, pipelines, and core system truth straight to your AI environment through one standardized MCP gateway. Every tool runs today against a full hosted sandbox catalog, with Shopify and Amazon connectors in active development, so you prove the workflow before you wire production.
Cohorts strictly capped at 25 technical leaders and operators. Entry: $1,997
Illustrative output from a sample audit run on the sandbox catalog. Connect your own stack and these numbers become yours.
Try the protocol first
Test the gateway locally in under 60 seconds.
$ claude mcp add --transport http supliichain https://dpx-mcp.vercel.app/api/mcp \
--header "Authorization: Bearer <your-free-token>"Mint a free read-only token below and point your local LLM setup or code editor at a live, structured inventory schema. Test how fast your agent queries real tool schemas before you connect your production stack. No credit card, nothing to install or host.
The Friction
Fragmented Data Kills Agentic Workflows
If you are trying to use local LLM frameworks or developer environments to automate operations, you are fighting a constant battle with fragmented data. Your system truth lives trapped behind disconnected APIs, forcing your team to write complex, brittle middleware that breaks the moment a platform pushes a backend update. Your internal AI agents remain passive text-generation tools instead of active, autonomous operators.
Core Protocol
A Lightweight, Standardized Protocol Layer
The SupliiChain MCP Server acts as a secure, real-time gateway that standardizes how your LLM hosts interact with your backend data. By moving away from slow, scheduled batch processes and adopting real-time tool calling, your agents can instantly query stock levels, calculate sales velocity anomalies, and audit pipeline logistics without enterprise overhead.
Get your link
Enter your email. The key-gen system issues a secure, tier-scoped MCP link instantly.
Connect Claude
Paste the connection command into Claude Code or Claude Desktop and restart.
Run the audit
Send the master playbook prompt. Claude runs the diagnostic and hands back a risk matrix.
Simulated demo. Illustrative prompt and output, not a screen recording.
What you get
A scannable operational risk matrix, not another chart to interpret.
| SKU | Class | Stockout ETA | Safety stock drift | Trapped capital | Action |
|---|---|---|---|---|---|
| DPX-SKU-014 | A / Z | 9 days | −22% | $0 | Draft PO, VENDOR-01 |
| DPX-SKU-031 | A / X | 27 days | −6% | $0 | Monitor weekly |
| DPX-SKU-007 | C / Z | no near-term risk | +140% | $8,420 | Liquidate / reallocate |
Built for how you already work
Built to plug into the stack you already run.
The tool schema is built around a 47-signal demand model: your own sales data layered with economic indicators, weather, competitor pricing, and social sentiment. Every tier runs today on a deterministic sandbox catalog so you can test the full workflow risk-free. Live connections roll out connector by connector. Shopify and Amazon Seller Central are in active development now.
Inside the MCP server
15 operational primitives, locked to what you've paid for.
The free sandbox shows you the damage. The workshop license hands you the full diagnostic, forecasting, and marketing engine. Enterprise unlocks everything, including dry-run-gated write access. The complete tool schema, every argument, every parameter, unlocks in the console after you sign up.
3 tools
Free, read-only situational awareness. The terminal hook above.
13 tools
Adds analytics, forecasting, marketing, and revenue signals.
All 15 tools
Adds write-enabled execution, dry-run gated. Nothing held back.
Value Stack
Everything in the Workshop & Protocol Stack.
| Workshop & Protocol Stack Deliverables | Operational Business Impact | Standalone Value |
|---|---|---|
| SupliiChain Core MCP Platform License | Production-ready protocol infrastructure connecting your LLM environment over secure JSON-RPC 2.0 (Streamable HTTP + scoped bearer auth). 13 hosted analytics, forecasting, and marketing tools. | $4,000 |
| 2-Day Architecture Mapping Blueprint | Complete custom audit of your technical stack boundaries to outline exact AI tool-calling permissions and guardrails. | $2,500 |
| Live Implementation & Governance Workshop | Direct engineering sessions to set ironclad user-consent parameters, secure authorization schemas, and dry-run-gated write rules. | $3,500 |
| The “Agentic Logistics” Template Vault | Pre-configured prompt playbooks and tool schemas to instantly deploy stockout risk checking and supplier lead-time tracking. | $1,500 |
| Total Verifiable Value | An active, automated data architecture layer. | $11,500 |
| Workshop Entry Price | Locked Session Access | $1,997 |
Enrollment Terms
No Excuses, Just Execution.
- The full Workshop & Protocol Stack above ($11,500 standalone value)
- SupliiChain Core MCP Platform License with 30 days of hosted access included
- Live cohort implementation sessions, not recordings
- The "Agentic Logistics" template vault and playbooks
- Ongoing access at $197/month offered inside the workshop before your link lapses
To secure a custom, dedicated self-hosted enterprise endpoint configuration built into legacy ERP arrays, talk to us.
FAQ
Before you ask.
What is MCP, and why not just a normal dashboard?
Model Context Protocol lets an LLM like Claude call live tools directly. There's no chart to build and no filter to configure. The model generates the tables and summaries on the fly, and if you want it structured differently, you just ask.
Does this only work with Claude?
No. SupliiChain runs a standard MCP server, not a Claude-only integration. Any MCP-compliant client can connect using the same URL and Bearer token, including OpenAI's MCP tool connector and any other client that adopts the open protocol.
Is this running on my real store data?
Not yet, and we won't pretend otherwise. Every tier currently runs on a full, deterministic sandbox catalog so you can prove the entire workflow risk-free. Shopify and Amazon Seller Central connectors are in active development and roll out first; the tool schemas won't change when live data lands, so everything you build in the workshop carries over.
Is my inventory data safe?
The sandbox and workshop tiers are read-only. Every tool input is a bounded, validated schema, every request requires a scoped bearer token, and write actions (PO drafts, reallocations) always default to a dry-run preview you approve before anything goes live.
What's the source of truth for inventory counts?
Whatever system you connect (Shopify, your ERP, or a warehouse feed) stays authoritative. SupliiChain reads from it; it never silently overwrites a count. Any write action is human-in-the-loop by default via the dry-run flag until you trust the recommendation enough to automate it.
What exactly does the $1,997 ticket include?
Everything in the value stack: the live cohort workshop sessions, the architecture mapping blueprint, the template vault, and the Core MCP Platform License with 30 days of hosted access to all 13 workshop-tier tools. You leave with a working, connected AI operations layer, not a slide deck.
What happens after my 30 days of hosted access?
Your link keeps working for 30 days after purchase. Inside the workshop you'll get the option to continue with the same tools for $197/month. Nothing is cancelled or renewed automatically without asking you first.
What forecasting models does it use?
An AutoML ensemble that evaluates an ARIMA-style exponential smoothing model, a Prophet-style seasonal decomposition, and linear regression in-sample, then picks whichever has the lowest WMAPE for your SKU. You can also force a specific model.
Can I self-host this instead of using your hosted endpoint?
Enterprise customers can run the server on their own infrastructure with a direct ERP connection instead of our hosted endpoint. Talk to us about a dedicated configuration.
Run the sandbox before your next reorder deadline.
Free, read-only, sixty seconds. See exactly how an agent with native system context works before you commit to the workshop.