Clean Table

dev.workers.pradooskee.money-machinePublished by money-machine.pradooskee.workers.devOfficial publisherv1.0.0Updated Oct 25, 2026

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

VerifiedStreamable HTTPWeb executableFiles & StorageData & Analytics

Overview

AI-generated overview

A remote MCP server that conforms a CSV or delimited table to a schema you specify, returning ambiguous values as exceptions.

What you can do
Check service status, version, environment, network and autonomy mode with a free status tool, which also lists the paid offer. Conform a delimited table to output fields you name, converting dates to ISO format, money to numbers and collapsing text. Ambiguous values come back as exceptions rather than being guessed. The schema is not inferred; you must state which source column maps to which output field.
When to use it
Useful when you have a messy CSV with known column mappings and want it normalized to a fixed schema, and you are willing to pay a small per-use fee. Not suited to exploratory work where the target schema still needs to be worked out.
Requirements
A remote streamable HTTP endpoint; no package or local runtime. No authentication, environment variables or headers are declared. The normalization tool is described as a paid offer at $0.02 USDC via x402, so a compatible payment setup is implied.
Before you install
The clean_table tool is paid: $0.02 USDC per use via x402, so using it spends funds. Table contents are sent to a third-party remote service. The server declares no authentication, so consider what data you upload.

Installation

In SourceWeft

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

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/dev.workers.pradooskee.money-machine%2Fclean-table/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "clean-table": {
      "type": "http",
      "url": "https://money-machine.pradooskee.workers.dev/mcp"
    }
  }
}

Tools

2

mm_status

Service status (free)

Free health/status: service status, version, environment, network, autonomy mode and the paid offer. No secrets.

Takes no parameters.

clean_table

Clean a table against a stated schema (paid, $0.02 USDC)

Use 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.

ParameterscsvrequiredfieldsrequireddateOrderdedupeKey

Version history

1
  1. v1.0.0LatestSep 22, 2026

Score

72% 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 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.