StructForge

app.askqaPublished by askqa.appOfficial publisherv1.1.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableDeveloper ToolsData & Analytics

Overview

AI-generated overview

Converts messy text into strict JSON for fixed schemas such as invoice, receipt, contact and resume, and validates or normalizes JSON against them.

What you can do
StructForge offers six tools for structuring unstructured input. structure_text turns emails, chat logs and similar text into strict JSON for curated schemas; parse_invoice extracts vendor, amount, due date and line items with a math check; extract_table converts HTML or markdown tables into JSON rows. normalize_data reshapes an object to a named schema, validate_structure checks field presence and types, and get_schema lists or describes the available schemas.
When to use it
Useful when an assistant must turn free-form text or tables into predictable JSON for downstream processing, or check that data matches a known invoice, receipt, contact or resume shape before it is used.
Requirements
A remote streamable HTTP endpoint at structforge.askqa.app; no local runtime or packages. An optional X-API-Key header can be supplied for trial access, otherwise payment is described as x402 USDC on Base. Network access is required.
Before you install
The service is remote, so any text, tables or data objects sent to its tools leave your machine and go to a third party. The optional X-API-Key header is a secret and should be handled as one. Paid access involves USDC payments on Base, which means spending funds; confirm pricing and terms before enabling it.

Installation

In SourceWeft

  1. Open StructForge in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/app.askqa%2Fstructforge/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "structforge": {
      "type": "http",
      "url": "https://structforge.askqa.app/mcp"
    }
  }
}

Tools

6

structure_text

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

Parameterstextrequiredschema_name

parse_invoice

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

Parameterstextrequired

extract_table

Extract HTML or markdown tables into JSON rows.

Parametershtmlrequired

normalize_data

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

Parametersdatarequiredtarget_schemarequired

validate_structure

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

Parametersdatarequiredschema_namerequired

get_schema

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

Parametersname

Version history

1
  1. v1.1.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.