Profitlee MCP server

by AronLEEdev·io.github.AronLEEdev/profitlee-mcp·v0.2.1

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MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikTok Shop).

B78/100grade B

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Safety scan

B78/100

full report

Adoption

New

0 stars72 downloads/wk

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

Profitlee tools (7, 3 write)

write = sends, deletes, buys or posts

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

calculate_profit
Calculate ecommerce profit for one product on Amazon FBA, Amazon FBM, TikTok Shop FBT, or TikTok Shop self-fulfilled. Returns per-unit fees, landed cost, gross margin, net margin after ads/returns/storage, and monthly P&L. Free to use; no Profitlee API token required.
copy_scenario
Duplicate an existing Profitlee scenario into a new one. Profitlee reads the source inputs server-side and recomputes outputs, so the copy reflects the current fee tables. The new name defaults to "Copy of <source name>" unless you pass name. Counts against the saved-scenario limit. Requires PROFITLEE_API_TOKEN.
delete_scenariowrite action
Delete one saved Profitlee scenario by id. This permanently removes the saved scenario from the authenticated Pro account. Requires PROFITLEE_API_TOKEN.
get_scenario
Fetch one saved Profitlee scenario by id, including the original calculator inputs and the computed profit output. Requires PROFITLEE_API_TOKEN.
list_scenarios
List saved Profitlee profit scenarios for the authenticated Pro account. Use this before get_scenario, update_scenario, or delete_scenario when you need a scenario id. Requires PROFITLEE_API_TOKEN.
save_scenariowrite action
Create a saved Profitlee scenario from a scenario name and calculator inputs. Profitlee validates the inputs and computes outputs server-side. Requires PROFITLEE_API_TOKEN.
update_scenariowrite action
Update an existing Profitlee scenario by id. Pass name to rename it, inputs to replace calculator inputs and recompute outputs, or both. Requires PROFITLEE_API_TOKEN.

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings

Code scan8 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 81 days ago12/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 78/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How Profitlee compares

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

Safety score: 78/100; higher than 67% of 2,174 E-commerce servers
Tools: 7; the typical E-commerce server has 6
Tools that change things: 43%; typical: 0%. Fewer write tools means less an agent can break
Downloads a week: 72; more than 60% of 411 E-commerce servers with a package

What its tools let an agent do: 4 read · 1 create · 1 change · 1 delete

Install Profitlee in Claude Code, Cursor or VS Code

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

claude mcp add profitlee-mcp -- npx -y profitlee-mcp

Add to Cursor

What the publisher says

From the Profitlee repository's README, as published. We do not edit it. Read it on GitHub

profitlee-mcp

An MCP server for Profitlee — compute country-accurate Amazon FBA/FBM and TikTok Shop profit margins, and manage saved scenarios, from any MCP client (Claude Desktop, Claude Code, Cursor, …).

calculateprofit is free and needs no token**. The scenario tools require a Profitlee Pro API token.

MCP registry name: io.github.AronLEEdev/profitlee-mcp

Quick start

Add to your MCP client config:

{
  "mcpServers": {
    "profitlee": {
      "command": "npx",
      "args": ["-y", "profitlee-mcp"],
      "env": {
        "PROFITLEE_API_TOKEN": "eck_live_xxx"
      }
    }
  }
}

PROFITLEEAPITOKEN is optional — omit the whole env block to use calculate_profit only. Create a token on your Profitlee account page to unlock the scenario tools.

Requires Node.js 20+.

Tools

calculate_profit inputs

Pick a platform + mode, give the product's physical and cost details, and Profitlee folds every fee into a single net margin. Rates are 0–1 decimals (e.g. 0.15 = 15%). US uses inches + pounds; DE/JP use cm + kg.

The Profitlee API is the source of truth for validation — incomplete or out-of-range inputs come back as a clear error listing the offending fields. Full field reference: .

Environment variables

How it works

The server is a thin wrapper over Profitlee's public HTTP API:

calculate_profit → POST /api/v1/calculate (public, no token).
scenario tools → /api/v1/scenarios* (require the Pro token; the server fails fast with a clear message if it's missing).

No fee logic is reimplemented here, so results always match the live Profitlee calculator and current fee tables.

Development

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Profitlee: common questions

Is Profitlee MCP server safe?: Mostly: it is graded B (78/100). Read the Profitlee safety report
How do I install Profitlee?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Profitlee need an API key?: Yes. The registry entry asks for PROFITLEE_API_TOKEN.
Is Profitlee maintained?: The last commit was 82 days ago (2026-08-14). The latest release is v0.2.1.
What can I use instead of Profitlee?: Servers from other publishers that do the same job: Nexscope MCP server, Trends MCP server and Ads MCP server.
How does Profitlee compare with other E-commerce MCP servers?: safety score 78/100 (higher than 67% of 2,174 E-commerce servers); tools 7 (the typical E-commerce server has 6); tools that change things 43% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Profitlee

Same job from other publishers: the closest match first, then the best rated.

Nexscope
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not reviewed
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Trends MCP
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More from trendsmcp.ai →
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Ads
Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads. 430 tools for campaigns & analytics.
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Scavio
Structured web data from 58 platforms: Google, ChatGPT, Gemini, YouTube, Amazon, Reddit, TikTok
not reviewed
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TikTok Shop
Read-only TikTok Shop Partner API: orders, finance, products and analytics across shops.
not reviewed
Growing
A

Run it through the gateway

Local package. It runs on your machine, not through the gateway.

Rating: —
Safety grade: B · 78/100
Stars: 0
Downloads/wk: 72
Price: Free
Licence: MIT
Transport: Local · npm
Version: 0.2.1
Category: E-commerce
Last release: 2026-08-14

Credentials it needs

PROFITLEE_API_TOKENsecretProfitlee Pro API token (eck_live_...). Required only for the scenario tools; calculate_profit works without it.
PROFITLEE_BASE_URLOverride the Profitlee API origin (default https://profitlee.com). For testing.

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