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Search / dev.workers.pradooskee.money-machine/clean-table

Clean Table

R0· no sign-in

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

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality85good
Trust82of 100
Uptime, 30 days95%
Latency p50339 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "clean-table": {
      "type": "http",
      "url": "https://money-machine.pradooskee.workers.dev/mcp"
    }
  }
}
claude mcp add --transport http clean-table https://money-machine.pradooskee.workers.dev/mcp
[mcp_servers.clean-table]
url = "https://money-machine.pradooskee.workers.dev/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "clean-table": {
      "type": "remote",
      "url": "https://money-machine.pradooskee.workers.dev/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "clean-table": {
      "type": "http",
      "url": "https://money-machine.pradooskee.workers.dev/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=clean-table&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbW9uZXktbWFjaGluZS5wcmFkb29za2VlLndvcmtlcnMuZGV2L21jcCJ9"
}
{
  "servers": {
    "clean-table": {
      "type": "http",
      "url": "https://money-machine.pradooskee.workers.dev/mcp"
    }
  }
}
{
  "mcpServers": {
    "clean-table": {
      "httpUrl": "https://money-machine.pradooskee.workers.dev/mcp"
    }
  }
}
extensions:
  "clean-table":
    enabled: true
    name: "clean-table"
    type: streamable_http
    uri: "https://money-machine.pradooskee.workers.dev/mcp"
    timeout: 300

Quality 85 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations2 of 2 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: mm_status (destructiveHint, idempotentHint); clean_table (destructiveHint)
  • pass
    tools.token_costabout 544 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes1 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

2 tools, about 544 tokens to load them all · tool set 59bddc5d8c01 · tools last changed 2026-09-24 · checked 2026-10-20 14:54 UTC

Tool changes

  • clean_tablechangeddescription
    before

    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. PAID: $0.02 USDC on Base mainnet, settled by Circle Gateway via x402 v2; call without payment to receive the PaymentRequired terms.

    after · 71% of words in common

    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.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

no-repository
provenance55
liveness98
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-95% +updated-28d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://money-machine.pradooskee.workers.dev/mcp streamable-httpnoneyes95%339 ms2025-11-252026-10-20

Tools (2)

clean_tableread-onlyUse 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.
mm_statusread-onlyFree health/status: service status, version, environment, network, autonomy mode and the paid offer. No secrets.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "dev.workers.pradooskee.money-machine/clean-table",
  "title": "Clean Table",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://money-machine.pradooskee.workers.dev/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://money-machine.pradooskee.workers.dev/",
  "description": "Normalize messy CSV into your schema; ambiguous values return as exceptions. $0.02 USDC via x402."
}