"How to implement intent recognition in MCP" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Deterministic revenue recognition schedules, repricing and cancellation for contracts.
Connect ChatGPT and Claude to Fortnox: read your books and propose changes you approve before anything is written.
Get better answers from business data. Serve data from CRMs, databases, ERPs or SaaS apps via Dataddo MCP, which adds needed context and descriptions to improve correctness and reduce confidently wrong answers.
Every Xero organisation you run, in one AI session. Writes wait for a person to approve them.
Work orders, PM schedules, assets, capital plans and infrastructure in AssetLab CMMS/EAM.
weclapp ERP in your AI assistant: reads instantly, writes only after a preview you approve.
Connect any AI assistant to Odoo 16-19 via OAuth 2.0 + PKCE. 400 free calls, no local install. Plans from 9/mo.
Taokeh is accounting software for Malaysian SMEs — double-entry books, LHDN e-Invoice (MyInvois), SST, and full statutory payroll — and this connector opens a company's live books to the AI its owner already uses. 59 tools. The reads answer real questions from the ledger: P&L and balance sheet with server-computed comparisons, cash position, A/R and A/P aging, per-channel marketplace sales, an 8-week cash-flow forecast, tax position, document search with e-Invoice standing, and a one-call daily brief. The writes are drafts only — expenses, invoices, bills, quotes, purchase orders, receipts, credit and debit notes, adjusting journals, bank-statement imports and bank-row suggestions — every figure re-checked by the server, every draft waiting for a human tap in Taokeh. The AI can also work the Shoebox: staff snap paper on free phone logins, and the connector lists the pile, reads each photo, and files the draft with the original attached — the server maps its own stored copy, so the document trail stays byte-perfect. One connection is bound to one company at consent; no tool takes a company argument. Migrating from another system? The same connector stages the chart of accounts, opening balances, contacts, products, historical documents and workspace settings onto the owner's own review screens. Bring your own AI subscription — no per-call fees.
Find the cash trapped in your inventory, then size reorder points, safety stock and EOQ.
Connect any AI assistant to Odoo 16–19 via OAuth 2.0 + PKCE. 400 free calls, no local install.
QuickBooks Online in Claude and ChatGPT: 221 tools, full ledger, multi-company, Canada + US, FR/EN.
Analyze inventory levels and optimize stock allocation to reduce waste and avoid stockouts.
Get quotes in minutes and order wholesale industrial and operational supplies from a US distributor.
Official HireHint ATS & HRIS facts and guides from hirehint LLC, in English, Arabic and Spanish.
Work out how many flat-pack units fit in a 20ft or 40HQ container: layers, weight and utilisation.
Job cards for trades and field service: hours and materials per job, open to invoiced.
Credit notes against your invoices and purchase orders to suppliers, with VAT and A4 PDFs.
Loan and lease schedules: payment, interest, early settlement and the journal, to the minor unit.
Browse opportunities, products, stock, availability and invoices, and create quotes in Current RMS.
Extract structured JSON from any document: invoices, receipts, contracts, purchase orders, bills. Auto-detects type and returns vendor, customer, line items, totals.
