Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume).
Connect Remote server
claude mcp add --transport http structforge https://structforge.askqa.app/mcp --header "X-API-Key: <X_API_KEY>"
{
"mcpServers": {
"structforge": {
"url": "https://structforge.askqa.app/mcp",
"headers": {
"X-API-Key": "<X_API_KEY>"
}
}
}
}
{
"servers": {
"structforge": {
"type": "http",
"url": "https://structforge.askqa.app/mcp",
"headers": {
"X-API-Key": "<X_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://structforge.askqa.app/mcp
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools 6 found in our last check
structure_textConvert messy text to strict JSON schema. Use for emails, chat logs, unstructured input. Schemas: invoice, receipt, contact, resume.
parse_invoiceParse invoice text into vendor, amount, due_date, line_items (with math_check).
extract_tableExtract HTML or markdown tables into JSON rows.
normalize_dataNormalize data object to a named schema (invoice, receipt, contact, resume).
validate_structureValidate JSON against a schema. Enforces field presence and types (string/number/date/array).
get_schemaDiscover schema shapes. Pass name for one schema, or omit to list all curated schemas.
Headers
| Name | Description |
|---|---|
X-API-KeyOptional, secret | Optional API key for trial access (or pay via x402 USDC on Base) |
Details
| Endpoint | https://structforge.askqa.app/mcp (Streamable HTTP) |
| First published | 29 Jul 2026 |
| Last updated | 29 Jul 2026 |
| Registry name | app.askqa/structforge |
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