StructForge MCP Server

by askqa Your server? Claim it

answering

StructForge is answering right now. Last checked 5 min ago. It exposes 6 tools.

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

Uptime history 47 days of history · worst day 0%

47 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

441 ms

Response time

average over 24h

open, no key

Access

streamable-http

StructForge missed one check this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add structforge --transport http https://structforge.askqa.app/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

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

~/.codex/config.toml

[mcp_servers.structforge]
url = "https://structforge.askqa.app/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

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

Available tools 6

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

extract

extract_table

Extract HTML or markdown tables into JSON rows.

normalize

normalize_data

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

parse

parse_invoice

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

schema

get_schema

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

structure

structure_text

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

validate

validate_structure

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

Endpoints

URL	Transport	State	Latency	Checked
https://structforge.askqa.app/mcp	streamable-http	answering	402 ms	5 min ago

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StructForge — questions

Answers built from our own checks of this server.

What can StructForge do?

It exposes 6 tools, read directly from the server on our last check. Among them: extract_table, get_schema, normalize_data, parse_invoice, structure_text, validate_structure. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is StructForge working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 441 ms. The bar chart above shows every period we have measured.

How do I connect StructForge?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does StructForge need an API key?

No. StructForge completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 6 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is StructForge?

It answers our handshake in 441 ms on average, which is faster than 33% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.