Patchwell MCP

{
  "type": "object",
  "title": "transcribeArguments",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "title": "Url",
      "description": "Direct http(s) link to an audio or video file: mp3, wav, m4a, ogg, flac, mp4, mov, webm and most others. Up to 3 hours. YouTube page links don't work; pass the media file itself."
    },
    "language": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Language",
      "default": null,
      "description": "Two-letter language code such as en, es or ja. Leave it out to detect the language from the audio."
    }
  }
}

{
  "title": "Transcribe audio or video",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

{
  "type": "object",
  "title": "researchArguments",
  "required": [
    "question"
  ],
  "properties": {
    "context": {
      "type": "string",
      "title": "Context",
      "default": "",
      "description": "Optional background: who the answer is for, what you already know, or constraints such as country or date range."
    },
    "question": {
      "type": "string",
      "title": "Question",
      "description": "The question in plain language, up to 4,000 characters. Ask about topics, markets, products, prices, companies, regulations, places, events or published research."
    }
  }
}

{
  "title": "Research a question with cited sources",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

{
  "type": "object",
  "title": "get_job_resultArguments",
  "required": [
    "job_id"
  ],
  "properties": {
    "job_id": {
      "type": "string",
      "title": "Job Id",
      "description": "The job_id from a transcribe, research or clean_data call that returned status 'running'."
    }
  }
}

{
  "title": "Get a research result",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

{
  "type": "object",
  "title": "clean_dataArguments",
  "properties": {
    "url": {
      "type": "string",
      "title": "Url",
      "default": "",
      "description": "Public http(s) link to a CSV, TSV, XLSX or JSON file, up to 100 MB. Use this or content_base64."
    },
    "hints": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "title": "Hints",
      "default": null,
      "description": "Force a column's type, e.g. {\"Joined\": \"date\"}. Types: email, phone, date, money, number, us_state, name, boolean, text."
    },
    "recipe": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "title": "Recipe",
      "default": null,
      "description": "The `recipe` from an earlier run. Pass it to clean a new file with the same column types and rules."
    },
    "filename": {
      "type": "string",
      "title": "Filename",
      "default": "",
      "description": "File name with extension (e.g. customers.csv). Required with content_base64 so the format is known."
    },
    "required": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Required",
      "default": null,
      "description": "Columns a row must have; rows missing one go to the review list."
    },
    "dedupe_on": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Dedupe On",
      "default": null,
      "description": "Columns that identify a record; rows matching on them merge into one. Default: the email column, else the whole row."
    },
    "phone_format": {
      "type": "string",
      "title": "Phone Format",
      "default": "national",
      "description": "'national' like (415) 555-0100, or 'e164' like +14155550100."
    },
    "phone_region": {
      "type": "string",
      "title": "Phone Region",
      "default": "US",
      "description": "Two-letter country for phone numbers written without a country code, e.g. US, GB, DE."
    },
    "content_base64": {
      "type": "string",
      "title": "Content Base64",
      "default": "",
      "description": "The file itself, base64-encoded, for small files you hold locally. Use this or url."
    }
  }
}

{
  "title": "Clean a CSV or Excel file",
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}