Okaneland Mcp

io.github.TheBaronofAIPublished by GitHub account TheBaronofAIv0.1.1Updated Oct 24, 2026

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

VerifiedSTDIODesktop onlyFinanceBusiness & Commerce

Overview

AI-generated overview

A local MCP server that gives an assistant verified AI-tool pricing and a calculator for AI product margins, break-even price and usage caps.

What you can do
Look up current, human-verified pricing for 100+ AI tools, filtered by category, query or id, with free tiers, real monthly cost, gotchas and last-verified date, fetched live from a public price index at call time. Calculate an AI product's margin from monthly price, paying customers and token costs, returning gross, token bill, card fees, failed payments, refunds, tax, what you keep, break-even price and break-even tokens per user.
When to use it
Useful when pricing or planning an AI product and you want comparable tool costs and a quick check of whether a subscription price stays profitable at a given user count and token usage.
Requirements
Runs locally over stdio, typically started with npx from the npm package. No account, API key, environment variable or header is declared. Network access is needed for the price lookup, which fetches a public price index over HTTPS; the margin calculation runs locally.
Before you install
The price lookup makes an outbound HTTPS request to a third-party price index at call time; the README says nothing about the user is sent. Margin results are described as directional and not financial advice, so treat them as estimates rather than accounting.

Installation

In SourceWeft

  1. Open Okaneland Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

@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):

json
{  "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

bash
npm installnpm run build     # tsc -> dist/npm test          # unit tests pin the margin math to the web calculatornpm 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

Source: README.md at commit 648afe9

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.1.1LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts