Internet Janitor

Deterministic cleanup tools for decimals, whitespace, filenames, delimiters, and booleans.

Should I use this

Quality & Safety

B
Description quality
67%
Schema completeness
80%
Naming quality
50%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (10)

  • LOWTool 'normalize-whitespace' description lacks action verbin normalize-whitespace
  • LOWTool 'normalize-decimal' description lacks action verbin normalize-decimal
  • LOWTool 'detect-delimiter' description lacks action verbin detect-delimiter
  • LOWTool 'normalize-boolean' description lacks action verbin normalize-boolean
  • LOWTool 'diagnose-data' doesn't follow camelCase/snake_casein diagnose-data
  • LOWTool 'normalize-whitespace' doesn't follow camelCase/snake_casein normalize-whitespace
  • LOWTool 'safe-filename' doesn't follow camelCase/snake_casein safe-filename
  • LOWTool 'normalize-decimal' doesn't follow camelCase/snake_casein normalize-decimal
  • LOWTool 'detect-delimiter' doesn't follow camelCase/snake_casein detect-delimiter
  • LOWTool 'normalize-boolean' doesn't follow camelCase/snake_casein normalize-boolean

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~466Tokens (tool definitions)
~462 BTypical response size
Minimal attention impact (0.36% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "internet-janitor": {
      "url": "https://internet-janitor.capneura.workers.dev/mcp"
    }
  }
}

Remote endpoints

https://internet-janitor.capneura.workers.dev/mcpstreamable-http

What it can do

Tool inventory

Tools (6)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢diagnose-data(input)

Something isn't working? Show me the problematic data. I will identify likely formatting problems and point to the deterministic Janitor tool that can fix them.

Input Schema

{
  "type": "object",
  "properties": {
    "input": {
      "type": "string",
      "maxLength": 16384
    }
  },
  "required": [
    "input"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
⚪normalize-whitespace(input)

Collapse repeated whitespace to one space and trim leading/trailing whitespace.

Input Schema

{
  "type": "object",
  "properties": {
    "input": {
      "type": "string",
      "maxLength": 16384
    }
  },
  "required": [
    "input"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
⚪safe-filename(input)

Convert a string into a Windows-safe filename, including reserved device-name protection.

Input Schema

{
  "type": "object",
  "properties": {
    "input": {
      "type": "string",
      "maxLength": 16384
    }
  },
  "required": [
    "input"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
⚪normalize-decimal(input)

Normalize common US/EU decimal representations to a dot-decimal string. Ambiguous single separators followed by three digits are flagged.

Input Schema

{
  "type": "object",
  "properties": {
    "input": {
      "type": "string",
      "maxLength": 16384
    }
  },
  "required": [
    "input"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
⚪detect-delimiter(input)

Detect comma, semicolon, tab, or pipe delimiters across up to 20 non-empty rows while ignoring delimiters inside double quotes.

Input Schema

{
  "type": "object",
  "properties": {
    "input": {
      "type": "string",
      "maxLength": 16384
    }
  },
  "required": [
    "input"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
⚪normalize-boolean(input)

Normalize common boolean representations such as yes/no, on/off, 1/0, true/false.

Input Schema

{
  "type": "object",
  "properties": {
    "input": {
      "type": "string",
      "maxLength": 16384
    }
  },
  "required": [
    "input"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Community

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Evidence

Recent observations

verifiedversion not recorded6 tools
verifiedversion not recorded6 tools
verifiedversion not recorded6 tools