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StructForge

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app.askqa/structforgev1.1.0 Domain verified

Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume).

Data & Databases

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https://structforge.askqa.app/mcp

X-API-Key (optional)

Optional API key for trial access (or pay via x402 USDC on Base)

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Tool list from our last check. Connect live to refresh it.

extract_table

Extract HTML or markdown tables into JSON rows.

htmlstring, required

HTML or table content

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

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Tools (6)

extract_table

StructForge MCP server | mcptry

Argument	Type	Description
html*	string	HTML or table content

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "html"
  ],
  "properties": {
    "html": {
      "type": "string",
      "description": "HTML or table content"
    }
  },
  "additionalProperties": false
}

get_schema

Discover schema shapes. Pass name for one schema, or omit to list all curated schemas.

Argument	Type	Description
name	string	Schema name; omit to list all

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "description": "Schema name; omit to list all"
    }
  },
  "additionalProperties": false
}

normalize_data

Normalize data object to a named schema (invoice, receipt, contact, resume).

Argument	Type	Description
data*	object	Input data object
target_schema*	string	Target schema name

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "data",
    "target_schema"
  ],
  "properties": {
    "data": {
      "type": "object",
      "description": "Input data object",
      "additionalProperties": {}
    },
    "target_schema": {
      "type": "string",
      "description": "Target schema name"
    }
  },
  "additionalProperties": false
}

parse_invoice

Parse invoice text into vendor, amount, due_date, line_items (with math_check).

Argument	Type	Description
text*	string	Invoice text or PDF extract

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "description": "Invoice text or PDF extract"
    }
  },
  "additionalProperties": false
}

structure_text

Convert messy text to strict JSON schema. Use for emails, chat logs, unstructured input. Schemas: invoice, receipt, contact, resume.

Argument	Type	Description
text*	string	Raw text to structure
schema_name	string	Target schema: invoice, receipt, contact, resume

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "description": "Raw text to structure"
    },
    "schema_name": {
      "type": "string",
      "default": "generic",
      "description": "Target schema: invoice, receipt, contact, resume"
    }
  },
  "additionalProperties": false
}

validate_structure

Validate JSON against a schema. Enforces field presence and types (string/number/date/array).

Argument	Type	Description
data*	object
schema_name*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "data",
    "schema_name"
  ],
  "properties": {
    "data": {
      "type": "object",
      "additionalProperties": {}
    },
    "schema_name": {
      "type": "string"
    }
  },
  "additionalProperties": false
}