mcp-fleet

Convert raw invoice text (extracted from PDF, email, or image OCR) into a structured JSON object. Returns vendor, date, line items, totals, and currency in a machine-readable format.

{
  "type": "object",
  "properties": {
    "invoice_text": {
      "type": "string",
      "description": "The raw text content of the invoice. Can be messy — include all text exactly as extracted.",
      "minLength": 10
    }
  },
  "required": [
    "invoice_text"
  ]
}

Convert a block of requirement, regulation, or specification text into a structured compliance checklist. Each checklist item includes a category, obligation, priority (HIGH/MEDIUM/LOW), and verification method.

{
  "type": "object",
  "properties": {
    "requirement_text": {
      "type": "string",
      "description": "The requirement or specification text to analyze. Can be a contract clause, regulatory text, internal policy, or any document describing obligations.",
      "minLength": 20
    },
    "context": {
      "type": "string",
      "description": "Optional: additional context about the industry or use case (e.g. 'SaaS company, GDPR jurisdiction, healthcare data'). Helps the model assign more accurate priorities."
    }
  },
  "required": [
    "requirement_text"
  ]
}

Convert a natural-language data question into a SQL query. Returns the SQL, dialect, and tables used.

{
  "type": "object",
  "properties": {
    "request": {
      "type": "string",
      "description": "Natural-language question, optionally with a schema description.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "request"
  ]
}

Infer a JSON Schema (draft 2020-12) from a sample JSON document.

{
  "type": "object",
  "properties": {
    "sample_json": {
      "type": "string",
      "description": "A sample JSON document (object or array).",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "sample_json"
  ]
}

Build a regular expression from a plain-language description, with an explanation and test cases.

{
  "type": "object",
  "properties": {
    "description": {
      "type": "string",
      "description": "What the regex should match, in plain language.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "description"
  ]
}

Explain a cron expression in plain English and list the next run times.

{
  "type": "object",
  "properties": {
    "cron_expression": {
      "type": "string",
      "description": "A standard 5-field cron expression, e.g. '30 9 * * 1-5'.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "cron_expression"
  ]
}

Analyze sentiment of text with an overall score and per-aspect breakdown.

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "description": "The text to analyze (review, message, feedback).",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "text"
  ]
}

Locally detect and redact high-confidence PII (emails, phones, SSNs, credit cards, IPs) from text — raw data never leaves the server. Returns redacted text and found entities.

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "description": "Text that may contain personal data.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "text"
  ]
}

Turn bullet points or a brief into a polished professional email (subject + body).

{
  "type": "object",
  "properties": {
    "brief": {
      "type": "string",
      "description": "Bullet points or a short brief describing the email to write.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "brief"
  ]
}

Summarize a meeting transcript into a summary, action items, decisions, and participants.

{
  "type": "object",
  "properties": {
    "transcript": {
      "type": "string",
      "description": "The raw meeting transcript or notes.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "transcript"
  ]
}

Explain what a code snippet does, step by step, with complexity and risk notes.

{
  "type": "object",
  "properties": {
    "code": {
      "type": "string",
      "description": "The source code to explain.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "code"
  ]
}

Generate a unit-test outline (cases + coverage targets) for a function.

{
  "type": "object",
  "properties": {
    "code": {
      "type": "string",
      "description": "The function or module to generate test cases for.",
      "minLength": 1,
      "maxLength": 8000
    }
  },
  "required": [
    "code"
  ]
}