Florentine.ai
Enables natural language querying of MongoDB data by transforming AI agent questions into MongoDB aggregations. Supports secure data separation, semantic vector search, and advanced lookup capabilities for database interactions.
What is Florentine.ai?
Florentine.ai is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enables natural language querying of mongodb data by transforming ai agent questions into mongodb aggregations. supports secure data separation, semantic vector search, and advanced lookup capabilitie...
Enables natural language querying of MongoDB data by transforming AI agent questions into MongoDB aggregations. Supports secure data separation, semantic vector search, and advanced lookup capabilities for database interactions.
This server falls under the Databases category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Enables natural language querying of MongoDB data by transfo
Use Cases
Maintainer
Works with
Installation
NPM
npx -y @florentine-ai/mcpManual Installation
npx -y @florentine-ai/mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Florentine.ai
What is Florentine.ai?
Florentine.ai is a Model Context Protocol (MCP) server that enables natural language querying of mongodb data by transforming ai agent questions into mongodb aggregations. supports secure data separation, semantic vector search, and advanced lookup capabilities for database interactions. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Florentine.ai?
Install via npm with the command: npx -y @florentine-ai/mcp. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).
Which AI clients work with Florentine.ai?
Florentine.ai works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Florentine.ai free to use?
Yes, Florentine.ai is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
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Set Up Florentine.ai in Your Editor
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Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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