Connect Family Member Count 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. Get instant insights into resident counts and demographics.
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.
Complete set · 4 capabilities
The complete Family Member Count capability set.
These are the exact actions your AI can choose when you ask it to work with Family Member Count.
01-04
4 capabilities in this set.
Part of 4 available through Family Member Count.
- 01
Get household composition
This capability identifies every member in a household and their specific roles.
- 02
Filter members by age group
Use this to isolate specific demographics, such as children or seniors, within a home.
- 03
Get household size
This capability returns the total number of residents living in a specific household.
- 04
Validate household completeness
This capability checks if the current household data meets the requirements for official registration.
One connector, every AI
Family Member Count 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 Family Member Count 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
989ms average. Fast in production.
Family Member Count is checked daily against the live service.
- Fastest day
- 866ms
- Slowest day
- 1131ms
- 14-day trend
- Improving-13%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Family Member Count, so you can see the experience inside your AI.
It does not authenticate your account with Family Member Count. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Family Member Count Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_9Ilh7aFWUEa5Iut21di5SZImH7JzfFXxCoqDCmQx/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 — Family Member Count capabilities are ready to use.
{
"mcpServers": {
"family-member-count-mcp": {
"url": "https://edge.vinkius.com/vk_preview_9Ilh7aFWUEa5Iut21di5SZImH7JzfFXxCoqDCmQx/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? How to give Claude access to Family Member Count
Who it's for
Built for the work Family Member Count owners hand off.
This MCP is designed for professionals managing residential or demographic datasets.
- 01
Data Analysts
They hand off demographic segmentation and counting tasks to the agent.
- 02
Registrars
They use the agent to verify if household data is complete for official records.
- 03
Social Workers
They use the capability to quickly identify age groups and household compositions.
FAQ
Questions Family Member Count owners ask.
- 01
What can this MCP do with household data?
It allows your agent to count residents, list member roles, filter by age, and validate registration completeness.
- 02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
- 03
Can I filter residents by age?
Yes, the filter_members_by_age_group capability lets your agent isolate specific groups like minors or seniors.
- 04
How does it help with registration?
The validate_household_completeness capability checks if the data provided is sufficient for official registration requirements.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use once you connect your client.
- 06
How do I check the total number of people in a household?
You can use the get_household_size capability by providing the specific household identifier.
- 07
Can I see the roles of each family member?
Yes, the get_household_composition capability returns a list of all unique members and their assigned roles.
- 08
How can I count only the adults in a household?
Use the filter_members_by_age_group capability and specify 'adult' as the target age group.
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Connect Family Member Count to Claude, Cursor, ChatGPT & more
