NeonPanel MCP: your ledger, tool-calling ready
Claude, Cursor, Codex, or custom agents call reconciled settlements, FIFO COGS, shipment inventory, and Brand Analytics — one OAuth2-gated surface
Unified system
- Accounting
- Inventory
- Forecasting
- AI access
Trusted by 200+ ecommerce teams
Augmentation on the operational ladder
Augmentation on the ladder: MCP is structured read and write against the ledger you already reconcile through Foundation, Resolution, and Anticipation.
Augmentation opens the live ledger to your AI stack through NeonPanel MCP — read and write against the numbers your team already trusts.
MCP (Model Context Protocol) is the open standard for connecting AI tools to live data sources. If you're here, you already know that.
Three suites your model can call
Reconciled objects and tool responses — not CSV dumps — so the model reasons on NeonPanel’s ledger, not reconstructed spreadsheets.
Brand Analytics
Brand Analytics as MCP tools: query catalog and search performance, then join to your NeonPanel financials in the same session without re-exporting ranges.
- Search Catalogue Performance — impressions through purchases, conversion rates per ASIN
- Search Query Performance — which search terms drive your brand, query volume, click/cart/purchase funnels
- Top Search Terms — category-level keyword demand, top 3 products and brands per term
- Customer Loyalty Analytics — repeat purchase trends, lifetime value segmentation
- Repeat Purchase Behaviour — new vs. returning customer splits
- Market Basket Analysis — co-purchased products, cross-sell opportunities
- Demographics — age, income, education, gender breakdowns (US market)
Financials
Settlements, fees, refunds, FIFO COGS, and journals as structured tool payloads — the accounting-grade slice of the ledger your close already depends on.
- P&L — by SKU, by entity, consolidated
- COGS — with full landed cost breakdown, FIFO-calculated
- Margin analysis — revenue trends, SKU-level profitability
- Journal entries — accounting system health and audit trail
- Settlement reconciliation — marketplace fees, refunds, adjustments
Inventory
FBA, AWD, 3PL, and internal nodes in one queryable state — transfers, adjustments, and inbound receipts with traceability.
- Stock positions — across FBA, AWD, 3PL, and internal warehouses simultaneously
- Transfer and adjustment history — with reason codes and audit traceability
- Inbound shipment tracking — receipt events, batch arrivals, processing status
- Multi-warehouse movements — full inventory transaction history across all nodes
Also available via MCP
Velocity, reorder guidance, stockout risk, and replenishment scenarios — same MCP interface when Forecasting is enabled.
Forecasting module required. Available on Professional and Enterprise plans.
See the shape of the data
A single MCP tool call. A structured response your AI can reason over immediately.
get_sku_margin_with_search_performance(
period: "2026-03",
top_n: 5,
sort_by: "gross_margin",
include: [
"search_query_performance",
"cogs_breakdown"
]
)[
{
sku: "NP-OMEGA-12",
revenue: 48200,
cogs: 19800,
gross_margin: 0.589,
landed_cost_per_unit: 4.12,
top_search_terms: [
"omega supplement",
"fish oil 1000mg"
],
search_query_trend: "↑ +18% MoM click share",
purchase_funnel: {
impressions: 142000,
clicks: 3800,
purchases: 610
}
},
...
]Structured fields from live NeonPanel state — ready for downstream reasoning without cleanup passes.
Viktor in Slack and Teams
For teammates who will not live inside an IDE: Viktor calls the same NeonPanel MCP tools behind OAuth2, so finance and ops get identical numbers to engineering.
Ask “show me lagging SKUs in the UK channel” and Viktor returns structured fields from the reconciled ledger — FIFO batches, inventory nodes, settlements — without manual exports.
Need multi-step agent fleets with routing and guardrails beyond raw MCP? See NeonaSphera — NeonPanel AI agents →
Ready to connect?
$79 / month flat, company-wide. Available on all plans as a standalone add-on. See pricing →