Data-Driven Decisions
5x faster decisions.
Ask questions about your MongoDB data, get answers in seconds.
Go beyond static dashboards and filters — no query writing required.
Free forever plan available · No credit card required · Setup in minutes
Already answering 35,000+ questions every day
Static dashboards
Fixed filters, pre-built charts. If your question isn't on the dashboard, you're stuck.
Ask any question
Type your question in plain English. Get the answer in seconds — no filters, no waiting.
Fully secure
Built-in data separation ensures each user only sees their own data — enforced at query level.
Quick Start
Setup in a coffee break
Connect your MongoDB database, activate collections, and give your team instant data access.
Connect your database
Add your MongoDB Atlas or Community Edition connection string.
Activate collections
Florentine analyzes your schema automatically. Activate the collections your team needs.
Ask, don't query
Use the built-in playground or integrate via MCP or API. Decisions in seconds, not days.
Features & Concepts
Built for production use cases
Every feature is designed around real-world requirements: accuracy, privacy and seamless integration.
Response Control
Choose between raw query, query result, or natural language answer. Execute read-only queries automatically or review them first — you decide the level of control.
Schema Exploration
Florentine automatically explores and analyzes the schema of your collections and tables, enabling accurate, structure-aware query generation without sending your data to the LLM.
Secure Data Separation
Key/value based isolation enforces mandatory filters in every query — no relying on LLM compliance. Perfect for multi-tenant SaaS applications.
MCP Server & API
Integrate with Claude, Cursor, or any MCP-compatible agent via the MCP Server, or use the REST API to embed Florentine directly into your application.
Vector Search & RAG
Supports semantic searches with automated embedding creation. Set custom score thresholds and use your own embeddings. (MongoDB only)
Advanced Lookup / JOIN Support
Automatically creates $lookup stages across MongoDB collections or JOINs across MySQL tables. Manual mapping assistance available for complex schemas.
Custom Prompt Instructions
Control query behavior at the database or collection/table level with custom prompt instructions. Fine-tune exactly what the LLM should and should not do.
Pricing
Simple, transparent pricing
All plans include MongoDB and MySQL support. Bring your own LLM API key — you control your AI costs.
Free
For individuals exploring their data. No credit card required.
1 database- 5 active collections / tables
- 500 requests per month
- MongoDB & MySQL support
- MCP Server & API access
- Secure data separation
- Vector Search (MongoDB)
- $lookup / JOIN support
Pro
For teams that need more capacity and more active collections / tables.
- 1 database
- 25 active collections / tables
- 2,500 requests per month
- MongoDB & MySQL support
- MCP Server & API access
- Secure data separation
- Vector Search (MongoDB)
- $lookup / JOIN support
Enterprise
For organizations with multiple databases and high request volumes.
- 5 databases
- 50 active collections / tables
- 10,000 requests per month
- MongoDB & MySQL support
- MCP Server & API access
- Secure data separation
- Vector Search (MongoDB)
- $lookup / JOIN support
Need a more powerful plan or an on-premise solution? Just contact us.
Data-Driven Decisions
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