florentine-ai/mcp

MCP server for Florentine.ai - Natural language to MongoDB aggregations

Connector by florentine-ai · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 6

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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/florentine-ai-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

MCP server for Florentine.ai - Natural language to MongoDB aggregations

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 2 read · 0 write · 0 deleteRead-only
Secrets: 2 (API keys, tokens or passwords)
Install scripts: Not scanned yet
Runs as: Node.js package

Tools by what they do 2

Read from the source code; the running server may list different tools.

Read 2 · Look things up without changing anything.

florentine_ask
florentine_list_collections

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

FLORENTINE_TOKEN
LLM_KEY

Other settings (environment variables or headers).

LLM_SERVICE
REQUIRED_INPUTS
RETURN_TYPES
SESSION_ID

Tools (2)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

florentine_askFlorentine Ask
Description is built at runtime.
florentine_list_collectionsFlorentine 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.

Signals

Stars: 6
Forks: 2
Open issues: 0
Weekly downloads: 65
Last commit: Mar 9, 2026 (8 months ago)
Last release: Mar 9, 2026 (8 months ago)
Last package publish: Mar 9, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.florentine-ai/mcp
Version: 0.2.1
Auth: API key
Packages: npm @florentine-ai/mcp
License: MIT
Repository: github.com/florentine-ai/mcp
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

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Cite this page

florentine-ai/mcp. Agent Mart. https://agentmart.dev/connectors/florentine-ai-mcp (last updated 2026-10-24)