MCP.Market

Florentine AI MCP server

by florentine-ai·io.github.florentine-ai/mcp·v0.2.1·6 stars
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MCP server for Florentine.ai - Natural language to MongoDB aggregations

C68/100grade C
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Safety scan
C68/100

full report

Adoption
New

6 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Florentine AI tools (2)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • florentine_ask

    … IMPORTANT: Only provide the 'question' parameter. All other parameters (sessionId, requiredInputs, returnTypes) are automatically configured by the client and should NOT be provided.

  • florentine_list_collections

    Used internally to fetch metadata (name, summary, structure) of database collections **only when needed** to help answer a question via the "ask" tool. Should not be used alone.

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

no findings
  • Code scan9 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 206 days ago4/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 68/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Florentine AI compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
68/100
higher than 30% of 48,273 servers
Tools
2
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
6
more than 85% of 28,534 servers

What its tools let an agent do: 2 read

Install Florentine AI in Claude Code, Cursor or VS Code

Runs npx -y @florentine-ai/mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mcp -- npx -y @florentine-ai/mcp
Add to Cursor

Florentine AI: common questions

Is Florentine AI MCP server safe?
With care: it is graded C, so read the findings first (68/100). Read the Florentine AI safety report
How do I install Florentine AI?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Florentine AI need an API key?
Yes. The registry entry asks for FLORENTINE_TOKEN, LLM_KEY.
Is Florentine AI maintained?
The last commit was 238 days ago (2026-03-09). The latest release is v0.2.1.
How does Florentine AI compare with other MCP servers?
safety score 68/100 (higher than 30% of 48,273 servers); tools 2 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.