StructForge

app.askqa/structforge

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

healthy

status

tools exposed

1622ms

connect latency

511865359986

schema fingerprint

Tools (6)

structure_text

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

parse_invoice

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

extract_table

Extract HTML or markdown tables into JSON rows.

normalize_data

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

validate_structure

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

get_schema

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

Endpoint

https://structforge.askqa.app/mcp
Category: Payments · Last checked: 2026-08-15T08:52:27Z

Monitor your own MCP server

Get alerted the moment yours goes down, a tool schema drifts, or an upstream silently breaks.

Get early access

How we measure →

What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.