Ask your data.
Get answers.
The MCP AI Connector lets AI assistants like Claude answer questions about your routes, deliveries, orders, payments and support cases, straight from your FwdMbl data. It is read-only, you decide what each key can see in WebAdmin, and every request is logged.
Route 104 had the most skipped stops last week. Most were closed on arrival.
| Route | Skipped | Top reason |
|---|---|---|
| 104 | 6 | Closed on arrival |
| 212 | 4 | No receiver |
| 118 | 3 | Refused delivery |
Example conversation. Figures are illustrative.
What your team can ask about
Routes and deliveries
Stops completed, skipped and in progress by route and day, with cases, weight, invoice totals, first arrival and last completion.
Exceptions
Skipped stops by reason, deliveries not completed, short and backordered lines, and returns by reason and item.
Sales and order entry
Order totals by day, route, customer, rep or order type, plus top-selling and most-returned items.
Drivers and customers
Stops, time on site and on-time arrivals per driver. Deliveries, sales, credits and return rate per customer.
Payments and no-sale stops
Collections by route, customer or payment type, and why stops ended without a sale.
Setup and support cases
Routes, warehouses and authorization lists, including whether a customer can buy an item and why, plus support cases by status.
Built so IT can say yes
The connector sits next to WebAdmin on your own site. It answers questions. It never edits, deletes or sends anything.
- Read-only by designEvery query is fixed and parameterized. There is no free-form SQL, and nothing can be changed.
- Least-privilege loginThe connector runs as its own database user that can read only the tables its tools use.
- Keys you controlCreate keys in WebAdmin, choose the areas each one can see, set an expiry, or turn a key off.
- Sign in with WebAdminClaude connects with your normal WebAdmin sign-in and 2FA, and you can revoke a connection any time.
- HTTPS, limits and IP rulesHTTPS only, rate limits per key and per IP, capped result sizes, and optional IP allow-lists.
- Every request loggedSee who asked, which tool ran, how many rows came back and how long it took in WebAdmin AI Usage.
How it works
- We install itFwdMbl adds the AI Connector to your site at /ai, running alongside WebAdmin.
- Create a keyIn WebAdmin, create an AI Connection key and choose which areas it can view.
- Connect your assistantAdd your site as a connector in Claude and sign in with WebAdmin, or use the key with other MCP clients.
- Ask in plain English"Which routes ran late yesterday?" The assistant picks the right tool and answers from your data.