# StructForge

> StructForge — app-askqa-structforge. Use this tool when you need to convert unstructured text into reliable JSON schemas, solving data inconsistency and integration problems for various document types such as invoices, receipts, contacts, and resumes. It takes messy text as input and outputs strict JSON schemas that AI agents can trust. Ideal for use cases where data standardization and automation are crucial, such as data processing, integration, and analysis.

Canonical page: https://skillsregistry.net/skills/app-askqa-structforge  
JSON: https://api.skillsregistry.net/v1/skills/app-askqa-structforge

## Description

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

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** finance
- **Updated:** 2026-09-02

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/app.askqa%2Fstructforge)

## Use it

MCP endpoint published by the skill: `https://structforge.askqa.app/mcp`

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "app-askqa-structforge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/app-askqa-structforge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/app-askqa-structforge/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt