What we're building, what's next, and what we're exploring. Updated monthly.
Last updated: July 2026
Have a feature request? Open an issue or start a discussion.
The v2 rebuild has shipped. The platform now runs the full commissioned-analysis pipeline with four depth tiers — Snapshot (instant read), JSON (computed answer as a re-runnable tool), Brief (one-page report), and Deck (full commissioned study you own). Rebuild history: #22.
These are in progress or shipping soon.
- Shopify live connector — analyze orders, products, and customers without CSV export (#1)
- Stripe live connector — subscription analytics, MRR, churn directly from Stripe (#2)
- Bayesian A/B testing — posterior distributions, credible intervals, expected loss
- Text/NLP analysis — sentiment analysis, topic modeling, keyword extraction from text columns
- Causal inference — difference-in-differences, synthetic control, regression discontinuity
- Scheduled reports — run an analysis on a recurring schedule and get notified
- Team workspaces — share datasets and reports within an organization
Designed but not yet in active development. Timing depends on demand — open an issue to let us know what you need.
- HubSpot — CRM contacts, deals, marketing events
- Salesforce — opportunities, pipeline analytics
- QuickBooks — financial data, P&L analysis
- PostgreSQL / MySQL — direct database connections for internal data
- Forecasting ensemble — combine ARIMA, Prophet, and exponential smoothing with automatic model selection
- Customer journey mapping — sequence analysis across touchpoints
- Geospatial analysis — regional patterns, heatmaps, distance-based clustering
- Survey analysis suite — Likert scales, factor analysis, structural equation modeling
- API webhooks — get notified when analyses complete
- Custom report branding — add your logo and colors to reports
- Comparison reports — run the same analysis on two time periods and highlight changes
- Dataset versioning — track changes to your data over time
Things we're thinking about. No timeline yet.
- Real-time streaming connectors — analyze data as it arrives (Kafka, webhooks)
- Embedded reports — iframe reports into your own dashboards
- White-label API — run MCP Analytics under your own brand
- R/Python notebook export — download the code behind any analysis
- Multi-language reports — generate insights in languages other than English
- On-premise deployment — self-hosted option for regulated industries
| Feature | Version | Date |
|---|---|---|
| Four depth tiers — Snapshot / JSON / Brief / Deck | v2 | Jul 2026 |
Commissioned analysis pipeline (create_analysis / build_status) |
v2 | Jun 2026 |
| PDF export with methodology and citations (#4) | v2 | Jun 2026 |
| GA4 connector | 1.0.3 | Mar 2026 |
| Google Search Console connector | 1.0.3 | Mar 2026 |
| Agent Advisor (conversational AI) | 1.0.3 | Mar 2026 |
| 5-signal semantic discovery | 1.0.2 | Jan 2026 |
| OAuth 2.0 with PKCE | 1.0.1 | Oct 2025 |
| Interactive HTML reports | 1.0.1 | Oct 2025 |
- User demand — issues and module requests with the most upvotes ship first
- Build feasibility — our module build pipeline can ship new analysis types in days, so module requests often move fast
- Strategic value — connectors and platform features that unlock new use cases
The fastest way to get something built: open a module request with a clear description of your data and the question you're trying to answer.