
Connect Factored Quality to ChatGPT, Claude and Gemini
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Run inspections and audits through natural conversation.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 12 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 12 available through Factored Quality.
- 01
Get inspection
Retrieves specific details for a single quality control inspection.
- 02
List suppliers
Provides a full list of all suppliers in your system.
- 03
Create booking
Initiates a new booking for a quality control service.
- 04
Get audit
Fetches the full details of a specific factory audit.
05-08
4 capabilities in this set.
Part of 12 available through Factored Quality.
- 05
Get booking
Returns information regarding a specific QC service booking.
- 06
Get lab test
Gets the results and status for a specific lab test.
- 07
Get me
Shows your current API user profile information.
- 08
Get supplier
Fetches detailed information for a specific supplier.
09-12
4 capabilities in this set.
Part of 12 available through Factored Quality.
- 09
List audits
Lists all factory audits recorded in the system.
- 10
List bookings
Shows a list of all QC service bookings.
- 11
List inspections
Provides a list of all quality control inspections.
- 12
List lab tests
Returns a list of all lab tests performed.
Real work
What teams actually run
Batch Release
An operations manager checks the latest inspection score to decide if a shipment is ready to move.
Supplier Auditing
A quality engineer reviews recent factory audit reports to verify compliance.
Lab Compliance Check
A supply chain lead verifies that product lab tests meet specific regulatory standards.
QC Scheduling
A manager books a new quality control service for an upcoming production run.
Automate a task
Put Factored Quality to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
Factored Quality works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Factored Quality to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
900ms average. Fast in production.
Factored Quality is checked daily against the live service.
- Fastest day
- 733ms
- Slowest day
- 1065ms
- 14-day trend
- Slowing+11%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 12 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 Factored Quality, so you can see the experience inside your AI.
It does not authenticate your account with Factored Quality. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Factored Quality Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_ia37k143Ko8RWHwoFxBt4i5HmxsNARqOKHQRNTh4/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 — Factored Quality capabilities are ready to use.
{
"mcpServers": {
"factored-quality-mcp": {
"url": "https://edge.vinkius.com/vk_preview_ia37k143Ko8RWHwoFxBt4i5HmxsNARqOKHQRNTh4/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
Guided setup for Claude? Set up Factored Quality in Claude and other AIs
Who it's for
Built for the work Factored Quality owners hand off.
This MCP is designed for professionals managing global manufacturing and supply chain compliance.
- 01
Operations Managers
They use the agent to check inspection results and approve goods for pickup.
- 02
Quality Engineers
They query lab test data and audit reports using natural language.
- 03
Supply Chain Leaders
They track supplier performance and compliance across their network.
FAQ
Questions Factored Quality owners ask.
- 01
How do I connect Factored Quality to my AI?
You subscribe to the MCP on Vinkius and enter your Factored Quality API Key. Once connected, you can use it in any MCP-compatible client like Claude or Cursor.
- 02
Can I book new inspections through the chat?
Yes. You can use the create_booking capability to initiate new quality control service requests directly through your agent.
- 03
What kind of data can my agent access?
The agent can access inspection results, factory audit reports, lab test statuses, supplier details, and booking information.
- 04
Do I need to host this myself?
No. Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you provide your API key.
- 05
Which AI clients are compatible?
This MCP works with any compatible client, including Claude, Cursor, and Windsurf.
- 06
How do I obtain my Factored Quality API Key?
Users with Company Admin access can generate API keys by navigating to Settings > API Keys in the Factored Quality Portal.
- 07
Can I integrate this with my logistics provider?
Yes, you can use the API data to automate workflows with freight forwarders, such as green-lighting goods for pickup based on passing inspection results.
- 08
Is it possible to view full lab test reports?
The get_lab_test capability retrieves detailed metadata and results for your lab tests. For full PDF reports, you can find the direct link in the metadata returned by the API.
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Connect Factored Quality to Claude, Cursor, ChatGPT & more
