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MCP server for Florentine.ai - Natural language to MongoDB aggregations
About
MCP server for Florentine.ai - Natural language to MongoDB aggregations
What You'll Need
Set these up before or after installing:
Your Florentine.ai API key, get it from https://florentine.ai/dashboardRequired
Environment variable: FLORENTINE_TOKEN
The LLM service to use, one of 'openai', 'anthropic', 'google' or 'deepseek' (must only be provided if you did not set it in your Florentine.ai account)
Environment variable: LLM_SERVICE
Your API key for the LLM service (must only be provided if you did not set it in your Florentine.ai account)Required
Environment variable: LLM_KEY
Session ID for maintaining server-side context across requests
Environment variable: SESSION_ID
Stringified JSON array of return types for the response
Environment variable: RETURN_TYPES
Stringified JSON array of values for required inputs keys
Environment variable: REQUIRED_INPUTS
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-florentine-ai-mcp": {
"env": {
"LLM_KEY": "your-llm-key-here",
"SESSION_ID": "your-session-id-here",
"LLM_SERVICE": "your-llm-service-here",
"RETURN_TYPES": "your-return-types-here",
"REQUIRED_INPUTS": "your-required-inputs-here",
"FLORENTINE_TOKEN": "your-florentine-token-here"
},
"args": [
"-y",
"@florentine-ai/mcp-examples"
],
"command": "npx"
}
}
}Security Report
5.2
Moderate5.2Moderate RiskThis is a well-structured MCP server for Florentine.ai MongoDB querying service with proper API token authentication and secure credential handling. The server requires API keys, handles tokens securely via environment variables, and has good input validation. No significant security concerns were found. Supply chain analysis found 4 known vulnerabilities in dependencies (0 critical, 3 high severity). Package verification found 1 issue (1 critical, 0 high severity).
5 files analyzed · 9 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
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