The StructForge MCP server,
connected in one click.
Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume). Connect the official StructForge MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add StructForge to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http structforge https://structforge.askqa.app/mcpRun in your terminal, then restart Claude Code.
StructForge · https://structforge.askqa.app/mcp
What your AI can do with StructForge
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “structure_text”: Convert messy text to strict JSON schema. Use for emails, chat logs, unstructured input. Schemas: invoice, receipt, contact, resume.”
“Use “parse_invoice”: Parse invoice text into vendor, amount, due_date, line_items (with math_check).”
“Use “extract_table”: Extract HTML or markdown tables into JSON rows.”
“Use “normalize_data”: Normalize data object to a named schema (invoice, receipt, contact, resume).”
How secure is the StructForge MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how StructForge holds up.
Official endpoint
Operated by StructForge (askqa.app) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If StructForge adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick StructForge
Choose StructForge in the gate directory. No sign-in needed.
Use it anywhere
StructForge's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools StructForge exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
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.
Who runs the StructForge MCP server?
The StructForge MCP server at a glance
https://structforge.askqa.app/mcpQuestions, answered
Is there an official StructForge MCP server?
Yes — StructForge operates its own remote MCP server at structforge.askqa.app. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect StructForge to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick StructForge in the directory. No account or sign-in is needed. From then on, StructForge's tools are available in every client you've connected to gate.
Do I need to host anything?
No. StructForge runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the StructForge MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect StructForge in minutes. No credit card required.
Connect more than just StructForge
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up StructForge in: Claude · Claude Code · ChatGPT · Cursor · VS Code