Clean Table

Normalize messy CSV into your schema; ambiguous values return as exceptions.

CommunityOnlineNo sign-inGlobalFreeRead-only

What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Normalize messy CSV into your schema; ambiguous values return as exceptions. $0.02 USDC via x402.

    How to connect

    How to connect Clean Table to Claude

    The server address to paste into Claude settings:

    https://money-machine.pradooskee.workers.dev/mcp

    1. Open Claude (claude.ai or the desktop app).
    2. Go to Settings → Connectors.
    3. Click Add custom connector.
    4. Paste the server address copied below into Remote MCP server URL and click Add.
    5. In a chat, click + → Connectors and switch the new connector on.

    Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

    Authorization

    After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

    How to connect Clean Table to ChatGPT

    The server address to paste into ChatGPT settings:

    https://money-machine.pradooskee.workers.dev/mcp

    1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
    2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
    3. Open Settings → Connectors and click Create.
    4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
    5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
    6. In a new chat open + → Apps/Connectors and enable the connector.

    OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

    Authorization

    On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

    How to connect Clean Table to Cursor

    The server address to paste into Cursor settings:

    https://money-machine.pradooskee.workers.dev/mcp

    Fastest: click Open in Cursor below and confirm the prompt.

    Manually:

    1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
    2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
    3. Save the file. The server appears in the MCP list; authorize it there if asked.

    Authorization

    If the service needs sign-in, an authorize button appears next to the server in the MCP list.

    Server tool list (2)

    Raw names from tools/list. Only developers need these.

    mm_statusFree health/status: service status, version, environment, network, autonomy mode and the paid offer. No secrets.
    clean_tableUse when you have a CSV or delimited table and already know which source column should become which output field — it conforms a file to a schema you state, and does not infer the schema for you. Normalise a delimited table to the fields you name: dates to ISO, money to numbers, text collapsed, optional deduplication. Anything that cannot be read with certainty is returned as an exception with a reason, never guessed. Every delivered cell is re-checked against its source token before the response is built. Deterministic: the same input always gives the same output. PAID: $0.02 USDC on Base mainnet, settled by Circle Gateway via x402 v2; call without payment to receive the PaymentRequired terms.