Use FAQ Schema Extractor with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Automatically identify Q&A pairs from unstructured text and generate SEO-ready JSON-LD FAQPage schema.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete FAQ Schema Extractor capability set.
These are the exact actions your AI can choose when you ask it to work with FAQ Schema Extractor.
01-03
3 capabilities in this set.
Part of 3 available through FAQ Schema Extractor.
- 01
Extract pairs
Extracts Q&A pairs from unstructured text
- 02
Generate jsonld
Generates JSON-LD FAQPage schema
- 03
Validate schema integrity
Validates JSON-LD schema integrity
Observed, not estimated
605ms average. Fast in production.
FAQ Schema Extractor is checked daily against the live service.
- Fastest day
- 523ms
- Slowest day
- 737ms
- 14-day trend
- Improving-23%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of FAQ Schema Extractor, so you can see the experience inside your AI.
It does not authenticate your account with FAQ Schema Extractor. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
FAQ Schema Extractor Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_kSuQGSGwsrfLFwHR38Yehv687uV3cEv7ItoG0iAu/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — FAQ Schema Extractor capabilities are ready to use.
{
"mcpServers": {
"faq-schema-extractor-mcp": {
"url": "https://edge.vinkius.com/vk_preview_kSuQGSGwsrfLFwHR38Yehv687uV3cEv7ItoG0iAu/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions FAQ Schema Extractor owners ask.
- 01
How do I start extracting Q&A pairs?
Use the extract_pairs capability by providing your raw text in the rawText parameter. You can choose between pattern recognition or block separation modes.
- 02
What format is the output JSON-LD in?
The generate_jsonld capability produces a complete `` block that is ready to be pasted directly into the HTML head of your webpage.
- 03
How can I ensure my schema is valid for Google?
After generating your JSON-LD, run it through the validate_schema_integrity capability to check for syntax errors or missing mandatory Schema.org fields.
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