Clean Table
REMOTE · MONEY-MACHINE.PRADOOSKEE.WORKERS.DEV · SCANNED SEP 28
Normalize messy CSV into your schema; ambiguous values return as exceptions. $0.02 USDC via x402.
Available components
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. How we score → Why this is hard to score →
Endpoint Security63
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement. View diagnostics → Unverified
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability67
- AI-judged instruction clarity (good).Pass
- 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. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management20
- Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
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.
remote · money-machine.pradooskee.workers.dev
claude mcp add --transport http dev-workers-pradooskee-money-machine-clean-table 'https://money-machine.pradooskee.workers.dev/mcp'
{
"mcpServers": {
"dev-workers-pradooskee-money-machine-clean-table": {
"url": "https://money-machine.pradooskee.workers.dev/mcp"
}
}
} {
"servers": {
"dev-workers-pradooskee-money-machine-clean-table": {
"type": "http",
"url": "https://money-machine.pradooskee.workers.dev/mcp"
}
}
} [mcp_servers.dev-workers-pradooskee-money-machine-clean-table] url = "https://money-machine.pradooskee.workers.dev/mcp"
{
"$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 mcp add dev-workers-pradooskee-money-machine-clean-table --url 'https://money-machine.pradooskee.workers.dev/mcp' --transport streamable-http
mcp_servers:
dev-workers-pradooskee-money-machine-clean-table:
url: "https://money-machine.pradooskee.workers.dev/mcp" {
"McpServers": {
"dev-workers-pradooskee-money-machine-clean-table": {
"Transport": "http",
"Url": "https://money-machine.pradooskee.workers.dev/mcp"
}
}
} assistant mcp add dev-workers-pradooskee-money-machine-clean-table -t streamable-http -u 'https://money-machine.pradooskee.workers.dev/mcp'
{
"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.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 28 Sept 26 +7
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Sept 26 +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.
- 25 Sept 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 24 Sept 26 0
- Tool “clean_table” rewrote its description, which is the text the model reads security
- Schema quality: 179 → 204 ▼ functional
- 23 Sept 26 0
- Stability: unverified → 0.03 ▲ functional
- 22 Sept 26 59
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 28 Sept 2026 · Probed https://money-machine.pradooskee.workers.dev/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=pradooskee.workers.dev | CN=WE1,O=Google Trust Services,C=US | 21 Aug 2026 | 19 Nov 2026 | ECDSA 256 | ECDSA-SHA256 | b7b7cc92997f2ec80e7741fc9ce2998b |
| SANs: pradooskee.workers.dev, *.pradooskee.workers.dev | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of money-machine.pradooskee.workers.dev. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| dev. | present | 60074 | 8 | Verified |
| workers.dev. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | no-referrer |
| permissions-policy | camera=(), microphone=(), geolocation=(), payment=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://money-machine.pradooskee.workers.dev/mcp | Verified | 200 | |
| http (plaintext) | http://money-machine.pradooskee.workers.dev/mcp | Inconclusive | 405 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
clean_table Clean a table against a stated schema (paid, $0.02 USDC) ~259
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.
| Name | Type | Req | Description |
|---|---|---|---|
| csv | string | yes | 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 | yes | The agreed schema: which source column becomes which output field, and of what type. |
No output schema declared.
No examples provided.
mm_status Service status (free) ~31
Free health/status: service status, version, environment, network, autonomy mode and the paid offer. No secrets.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
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.