Tool tree

um-pt.github.io

Productivity & BusinessTools verifiedOct 26, 2026

A human-in-the-loop WebMCP demo for reviewing and filing documents.

analyze_documentAction

Analyze the sample invoice currently loaded in Document Desk Agent. Updates the visible analysis and creates filename and filing-location proposals that still require human approval.

View tool JSON

{
  "name": "analyze_document",
  "kind": "act",
  "impl": "imperative",
  "description": "Analyze the sample invoice currently loaded in Document Desk Agent. Updates the visible analysis and creates filename and filing-location proposals that still require human approval.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/document-desk-agent/"
}

propose_filenameAction

Propose a filename for the current document. The proposal is displayed as pending and is not applied until approve_actions is invoked or the user clicks Approve.

View tool JSON

{
  "name": "propose_filename",
  "kind": "act",
  "impl": "imperative",
  "description": "Propose a filename for the current document. The proposal is displayed as pending and is not applied until approve_actions is invoked or the user clicks Approve.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "filename": {
        "type": "string",
        "minLength": 1,
        "description": "Proposed filename including extension."
      }
    },
    "required": [
      "filename"
    ],
    "additionalProperties": false
  },
  "page": "/document-desk-agent/"
}

propose_filing_locationAction

Propose a filing location for the current document. The proposal remains pending until explicitly approved by a human.

View tool JSON

{
  "name": "propose_filing_location",
  "kind": "act",
  "impl": "imperative",
  "description": "Propose a filing location for the current document. The proposal remains pending until explicitly approved by a human.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "location": {
        "type": "string",
        "minLength": 1,
        "description": "Proposed folder or filing path."
      }
    },
    "required": [
      "location"
    ],
    "additionalProperties": false
  },
  "page": "/document-desk-agent/"
}

approve_actionsAction

Apply all currently pending filename and filing-location proposals after explicit human approval.

View tool JSON

{
  "name": "approve_actions",
  "kind": "act",
  "impl": "imperative",
  "description": "Apply all currently pending filename and filing-location proposals after explicit human approval.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/document-desk-agent/"
}

reject_actionsAction

Discard all pending proposals without changing the current filename or filing location.

View tool JSON

{
  "name": "reject_actions",
  "kind": "act",
  "impl": "imperative",
  "description": "Discard all pending proposals without changing the current filename or filing location.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/document-desk-agent/"
}