# Clean Table (remote · money-machine.pradooskee.workers.dev)

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

- Trust score: 68/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-28

## Components

- remote · `money-machine.pradooskee.workers.dev`: 68/100 (this document), [markdown](https://verifymcp.io/servers/dev-workers-pradooskee-money-machine-clean-table/money-machine.md), [page](https://verifymcp.io/servers/dev-workers-pradooskee-money-machine-clean-table/money-machine)

## Channel facts

- Endpoint: `https://money-machine.pradooskee.workers.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-28.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 67/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 409 tokens (~204/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 20/100
  - Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Clean Table MCP server?

Clean Table is a hosted endpoint at https://money-machine.pradooskee.workers.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http dev-workers-pradooskee-money-machine-clean-table 'https://money-machine.pradooskee.workers.dev/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "dev-workers-pradooskee-money-machine-clean-table": {
      "url": "https://money-machine.pradooskee.workers.dev/mcp"
    }
  }
}
```

### VS Code

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

### Codex

```toml
[mcp_servers.dev-workers-pradooskee-money-machine-clean-table]
url = "https://money-machine.pradooskee.workers.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "dev-workers-pradooskee-money-machine-clean-table": {
      "type": "remote",
      "url": "https://money-machine.pradooskee.workers.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add dev-workers-pradooskee-money-machine-clean-table --url 'https://money-machine.pradooskee.workers.dev/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  dev-workers-pradooskee-money-machine-clean-table:
    url: "https://money-machine.pradooskee.workers.dev/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "dev-workers-pradooskee-money-machine-clean-table": {
      "Transport": "http",
      "Url": "https://money-machine.pradooskee.workers.dev/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add dev-workers-pradooskee-money-machine-clean-table -t streamable-http -u 'https://money-machine.pradooskee.workers.dev/mcp'
```

### Other

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-28 (score 68, +7)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-27 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-25 (score 60, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-24 (score 59, 0)

- [security] Tool “clean_table” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 179 → 204

### 2026-09-23 (score 59, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-09-22 (score 59)

First indexed and scored.

## MCP tools (2)

### `mm_status` (~31 tokens)

Service status (free)

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

### `clean_table` (~259 tokens)

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.

Input parameters:

- `csv` (string, required): The delimited table, including its header row (1–48000 bytes, at most 2000 data rows).
- `dateOrder` (string): Your system's date order. The file's own proof always wins over this.
- `dedupeKey` (string): Output field to deduplicate on. Omit for no deduplication.
- `fields` (array, required): The agreed schema: which source column becomes which output field, and of what type.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/dev-workers-pradooskee-money-machine-clean-table/money-machine#diagnostics

## Score history

- 2026-09-28: 68
- 2026-09-27: 61
- 2026-09-26: 60
- 2026-09-25: 60
- 2026-09-24: 59
- 2026-09-23: 59
- 2026-09-22: 59

## Common questions

### What is the Clean Table MCP server?

Clean Table is an MCP server listed in the public MCP registry as dev.workers.pradooskee.money-machine/clean-table. Normalize messy CSV into your schema; ambiguous values return as exceptions. $0.02 USDC via x402. This page covers its hosted endpoint (https://money-machine.pradooskee.workers.dev/mcp).

### Is the Clean Table MCP server safe to use?

Clean Table scores 68 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Clean Table MCP server expose?

Clean Table exposes 2 tools: mm_status, clean_table. Their descriptions and schemas cost roughly 290 tokens of context every time the server is loaded.

### Does the Clean Table MCP server require authentication?

No. We connected to Clean Table without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Clean Table MCP server still maintained?

Clean Table is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://money-machine.pradooskee.workers.dev/mcp
- Website: https://money-machine.pradooskee.workers.dev/
- Changelog RSS feed: https://verifymcp.io/servers/dev-workers-pradooskee-money-machine-clean-table/money-machine.xml
- Changelog JSON feed: https://verifymcp.io/servers/dev-workers-pradooskee-money-machine-clean-table/money-machine.json
- HTML version of this page: https://verifymcp.io/servers/dev-workers-pradooskee-money-machine-clean-table/money-machine