SERVER
MCP Server
Rank #7237io.github.florentine-ai/mcp
Natural language interface for MongoDB databases with vector search and multi-tenant security
First listed
Sep 2, 2025
Last publish date
Oct 7, 2025
OVERVIEW
MCP Server is a Model Context Protocol (MCP) server published by florentine-ai. It ranks #7237 of 58,900 servers tracked on MCP Toplist, and its repository has 6 GitHub stars. MCP Server is listed across 3 registries — Official MCP, Glama and PulseMCP, with 4 tracked versions. It was first listed on Sep 2, 2025 and most recently updated on Oct 7, 2025.
STANDING
#7,237of 58,900 tracked serversTop 25%
Ranks ahead of 51,663 of 58,900 servers on MCP Toplist.
CONNECT
Use MCP Server
Add MCP Server to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.
npm package
{
"mcpServers": {
"florentine-ai": {
"command": "npx",
"args": [
"-y",
"@florentine-ai/mcp"
],
"env": {
"FLORENTINE_TOKEN": "<your FLORENTINE_TOKEN>",
"LLM_SERVICE": "<your LLM_SERVICE>",
"LLM_KEY": "<your LLM_KEY>",
"SESSION_ID": "<your SESSION_ID>",
"RETURN_TYPES": "<your RETURN_TYPES>",
"REQUIRED_INPUTS": "<your REQUIRED_INPUTS>"
}
}
}
}Replace each placeholder with your own value before saving.
REGISTRIES
Listed on 2 registries (1 delisted)
ORGANIZATION
florentine-ai
VERSIONS
Available versions (4)
| Version | Published |
|---|---|
| 0.2.1 | Oct 7, 2025 |
| 0.2.0 | Sep 19, 2025 |
| 0.1.4 | Sep 10, 2025 |
| 0.1.0 | Nov 25, 2024 |
FAQ
Frequently asked questions
- What is MCP Server?
- Natural language interface for MongoDB databases with vector search and multi-tenant security
- Who maintains MCP Server?
- MCP Server is maintained by florentine-ai, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
- Is MCP Server an official MCP server?
- Yes — MCP Server is listed on the Official MCP Registry, alongside Glama and PulseMCP.
- How many versions does MCP Server have?
- MCP Toplist tracks 4 versions of MCP Server, most recently published on Oct 7, 2025.
- Where can I find the source code for MCP Server?
- The source code for MCP Server is hosted at github.com/florentine-ai/mcp.
EXPLORE