{
  "markdown": "# @okaneland/mcp\n\nA small [Model Context Protocol](https://modelcontextprotocol.io) server that gives AI agents two things from [Okane Land](https://okaneland.com):\n\n| Tool | What it does |\n| --- | --- |\n| `get_ai_tool_prices` | Current, 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. |\n| `calculate_ai_margin` | Turns 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. |\n\nIt 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`](https://okaneland.com/api/v1/prices.json) at call time, so the data is always as fresh as the site's monthly re-verification.\n\n## Install\n\nAdd it to your MCP client's config (Claude Desktop, Cursor, Windsurf, and others use the same shape):\n\n```json\n{\n  \"mcpServers\": {\n    \"okaneland\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@okaneland/mcp\"]\n    }\n  }\n}\n```\n\nRestart the client. The two tools appear in any agent you run there.\n\n## Example\n\n> **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?\n\nThe 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.\n\n## Tool reference\n\n### `get_ai_tool_prices`\nInputs (all optional): `category`, `query`, `id`, `limit`. Returns the matching tool rows plus the index's `updated` date, `method`, and source `page`.\n\n### `calculate_ai_margin`\nInputs: `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`.\n\n## Privacy\n\nThe server fetches only the public price index over HTTPS and sends nothing about you. The margin calculation runs entirely locally.\n\n## Develop\n\n```bash\nnpm install\nnpm run build     # tsc -> dist/\nnpm test          # unit tests pin the margin math to the web calculator\nnpm run smoke     # spins up the server, runs the MCP handshake, calls both tools\n```\n\nThe margin math in `src/margin.ts` is a port of Okane Land's [margin calculator](https://okaneland.com/palette/keep/); `src/margin.test.ts` pins its known-good outputs so the two cannot silently drift.\n\n## Disclaimer\n\nNumbers are directional, not financial advice.\n\n## License\n\nMIT\n",
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  "repo_slug": "thebaronofai/okaneland-mcp",
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}