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io.github.TheBaronofAI/okaneland-mcp

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Verified AI-tool prices and AI product margin math for agents.

Source code Website Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package @okaneland/mcp
Claude Code 
claude mcp add okaneland-mcp -- npx -y @okaneland/mcp@0.1.1
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "okaneland-mcp": {
            "command": "npx",
            "args": [
                "-y",
                "@okaneland/mcp@0.1.1"
            ]
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. @okaneland/mcp
  2. Install
  3. Example
  4. Tool reference
  5. Privacy
  6. Develop
  7. Disclaimer
  8. License

@okaneland/mcp

A small Model Context Protocol server that gives AI agents two things from Okane Land:

ToolWhat it does
get_ai_tool_pricesCurrent, human-verified pricing for 100+ AI tools solo builders use, with what's free, what a real month costs, the gotcha, and the last-verified date. Fetched live from the maintained price index.
calculate_ai_marginTurns an AI product's MRR into what you actually keep after the token bill, card fees, failed payments, refunds, and tax, plus the break-even price and usage cap.

It runs on the user's machine over stdio, so there is nothing to host. get_ai_tool_prices fetches the public /api/v1/prices.json at call time, so the data is always as fresh as the site's monthly re-verification.

Install

Add it to your MCP client's config (Claude Desktop, Cursor, Windsurf, and others use the same shape):

{
  "mcpServers": {
    "okaneland": {
      "command": "npx",
      "args": ["-y", "@okaneland/mcp"]
    }
  }
}

Restart the client. The two tools appear in any agent you run there.

Example

You: I want a $20/mo AI writing tool on Claude Sonnet. What do similar tools charge, and would $20 keep money at 500 users?

The agent calls get_ai_tool_prices and calculate_ai_margin, then answers from real data: comparable tools charge more, and at 500 users on a Sonnet-class blend you keep about $3,260/mo (33%), staying profitable down to a $12.25 price or up to 3.3M tokens per user.

Tool reference

get_ai_tool_prices

Inputs (all optional): category, query, id, limit. Returns the matching tool rows plus the index's updated date, method, and source page.

calculate_ai_margin

Inputs: pricePerMonth, payingCustomers, blendedTokenPricePerM, tokensPerUserM, and optional monthlyChurnPct (6.1), intlCardPct (40), vatPct (0), failedPaymentsPct (9), refundsPct (3). Returns gross, tokenBill, cardFees, failedPayments, refunds, tax, keep, keepPct, perCustomerKeep, customersReplacedMonthly, breakEvenPrice, breakEvenTokensPerUserM, and tokenCostExceedsPrice.

Privacy

The server fetches only the public price index over HTTPS and sends nothing about you. The margin calculation runs entirely locally.

Develop

npm install
npm run build     # tsc -> dist/
npm test          # unit tests pin the margin math to the web calculator
npm run smoke     # spins up the server, runs the MCP handshake, calls both tools

The margin math in src/margin.ts is a port of Okane Land's margin calculator; src/margin.test.ts pins its known-good outputs so the two cannot silently drift.

Disclaimer

Numbers are directional, not financial advice.

License

MIT

Frequently asked questions

What is io.github.TheBaronofAI/okaneland-mcp?

Verified AI-tool prices and AI product margin math for agents.

How do I install io.github.TheBaronofAI/okaneland-mcp?

It runs on your machine. In Claude Code: claude mcp add okaneland-mcp -- npx -y @okaneland/mcp@0.1.1. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.TheBaronofAI/okaneland-mcp need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.TheBaronofAI/okaneland-mcp open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.TheBaronofAI/okaneland-mcp?

It is published by TheBaronofAI. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.