Row and column exports, checked against the dataset schema on upload.
Files, feeds and storageOrders, customers, products and inventory from your storefront.
CommerceLeads, deals, accounts and activities.
Sales and CRMContacts, opportunities, projects and tasks.
Sales and CRMDatasets and query results from your Google Cloud warehouse.
Warehouses and lakehousesContacts, email campaigns and deals.
MarketingDynamics 365 Business Central
Sales orders, items, stock and posted ledger entries.
ERP and accountingConversations, contacts, companies and support tickets.
Support and serviceEmail sends, bounces and engagement events.
Sales and CRMOrders and catalogue from a WordPress store.
CommerceDelta tables and SQL warehouse results from your lakehouse.
Warehouses and lakehousesForm submissions, as structured rows.
Sales and CRMDeals, pipelines, activities and contacts.
Sales and CRMPayments, orders and catalogue across POS and online.
CommerceCMS collections, form submissions and store orders.
MarketingRecords, lists and deal activity from a flexible CRM.
Sales and CRMIncidents, requests, changes and configuration items.
Support and servicePayments, refunds, settlements and customers.
Payments and financeLakehouse and warehouse tables stored in OneLake.
Warehouses and lakehousesCharges, invoices, subscriptions and payouts.
Payments and financeChannels, messages and members.
Work managementFeature requests, votes and roadmap status.
Support and serviceMulti-currency balances, transactions and payouts.
Payments and financeServers, channels and messages.
Work managementFiles dropped in a bucket, picked up as they land.
Files, feeds and storageSubscriptions, invoices, plans and revenue.
Payments and financeIncidents, on-call schedules and escalations.
Developer toolsLine-delimited JSON, one record per line.
Files, feeds and storageAccounts payable, bills, vendors and payments.
Payments and financeErrors, occurrences and deploys.
Developer toolsTransactions, subscriptions, customers and payouts.
Payments and financeOrders, products and customers from your online store.
CommerceCard spend, reimbursements and vendor transactions.
Payments and financeDaily reference exchange rates for currency conversion.
Payments and financeCard transactions, expenses and cash balances.
Payments and financeBases, tables and records your team keeps by hand.
Work managementSales orders, stock, invoices and ledger entries.
ERP and accountingShipments, labels and tracking across EU carriers.
Shipping and logisticsColumnar files, read without a conversion step.
Files, feeds and storageOrders, products and customers from your Wix store.
MarketingOrders, items, warehouses and business partners.
ERP and accountingGerman carrier shipments and tracking events.
Shipping and logisticsAudiences, campaigns and email engagement.
MarketingMulti-carrier labels, rates and tracking.
Shipping and logisticsLeads, calls, emails and opportunities.
Sales and CRMSubscribers, groups, campaigns and results.
MarketingOrder fulfilment, shipments and carrier rates.
Shipping and logisticsFleet telematics, vehicle and driver activity.
Shipping and logisticsMailing lists, campaigns and delivery statistics.
MarketingBucket objects read on arrival, in any supported file format.
Files, feeds and storageDeals, contacts, companies and pipeline activity.
Sales and CRMBooked meetings, event types and invitees.
Work managementPush events from any system that can post to a URL.
Files, feeds and storageEmail and SMS campaigns, profiles and engagement events.
MarketingBookings, event types and attendees.
Work managementTickets, conversations, satisfaction scores and help centre articles.
Support and serviceCRM deals, quotations and invoices.
Sales and CRMDatabases, pages and their properties.
Work managementTickets, agents and resolution times.
Support and serviceTasks, time tracking and project throughput.
Work managementBoards, items, statuses and updates.
Work managementShifts, timesheets and labour cost.
HR and peopleTasks, projects and completion across teams.
Work managementBoards, lists, cards and checklists.
Work managementEmployees, absence and payroll data.
HR and peopleBlob containers read as files arrive.
Files, feeds and storageSpaces, pages and page history.
Work managementContacts, opportunities and activity from Google Workspace.
Sales and CRMMessage and call logs across SMS, voice and WhatsApp.
Sales and CRMBoards, items and collaborators.
Work managementIT service tickets, assets and change requests.
Support and serviceForm responses, as structured rows.
Sales and CRMProjects, tasks, timelogs and workflows.
Work management · name onlyDocs, tables and rows.
Work managementProjects, tasks and completions.
Work managementBases, tables and rows.
Work managementPeople, contracts, payroll and time off.
HR and peopleRepositories, pull requests, issues and commits.
Developer toolsProjects, merge requests, pipelines and issues.
Developer toolsIssues, sprints, projects and worklogs.
Developer toolsIssues, cycles, projects and teams.
Developer toolsIssues, projects, agile boards and work items.
Developer toolsStories, epics, iterations and workflows.
Developer toolsErrors, issues, releases and affected users.
Developer toolsMetrics, monitors, incidents and logs.
Developer toolsDashboards, alerts and annotations.
Developer toolsSearch indices, records and search analytics.
Developer toolsEvents, persons, feature flags and insights.
Product analyticsEvents, user properties and cohorts.
Product analyticsPostgres tables, auth users and storage objects.
Warehouses and lakehousesPublic government datasets from open data portals.
Files, feeds and storageAsk Claude about your data. It queries Beetl through the MCP server.
MCP serverChatGPT and OpenAI models, reading your datasets over MCP.
MCP serverGoogle's Gemini models, querying Beetl over MCP.
MCP serverA European model provider, pointed at your Beetl data over MCP.
MCP serverxAI's Grok models, running Beetl queries over MCP.
MCP serverDeepSeek models, reading pipelines and datasets over MCP.
MCP serverMeta's open-weight Llama models, connected over MCP.
MCP serverAlibaba's Qwen models, querying Beetl over MCP.
MCP serverMoonshot AI's Kimi models, connected over MCP.
MCP serverPerplexity's Sonar models, with your own data one tool call away.
MCP serverCohere's enterprise models, reading Beetl over MCP.
MCP serverFast open-model inference, querying Beetl over MCP.
MCP serverOpen models hosted by Together AI, connected over MCP.
MCP serverOpen models served by Fireworks AI, connected over MCP.
MCP serverOne gateway to hundreds of models, each able to query Beetl.
MCP serverInference Providers on Hugging Face, connected over MCP.
MCP serverModels running on your own hardware, querying Beetl over MCP.
MCP server
