There is a version of MCP integrations that real estate agencies buy off a shelf and quietly stop using inside a month. Then there's the version that's wired into your real workflow, owned by a person on your team, and still in use a year later. We only build the second one.
Real estate agencies · Applied AI
The version of MCP integrations that real estate agencies still use a year after launch.
What MCP integrations actually does
Wire Claude, ChatGPT, or Gemini directly into your tools with the Model Context Protocol. Your team uses AI in their existing inbox, CRM, or chat – with your data, your permissions, your guardrails.
- 01 Custom MCP servers for your CRM, ERP, or in-house tools
- 02 Permission-aware so AI only sees what each user can
- 03 Tool-call audit log for compliance
- 04 Works with Claude Desktop, ChatGPT, Cursor, and more
Built on: MCP Claude TypeScript Vercel
Without Kiwi Dynamics
With Kiwi Dynamics
The honest read
Where most real estate agencies engagements actually deliver value.
- Agents live on their phones between open homes, listing enquiries, and vendor updates that can't wait until Monday.
- Lead response speed decides who gets the listing, and most agencies lose leads simply because nobody replied fast enough.
How we build MCP integrations for real estate agencies.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a real estate agency business, so value lands before the build is finished. Connect Claude to your stack.
Talk to usThe outcome for real estate agencies
We'd call the engagement a success when real estate agencies are using the system without thinking about us. Existing AI tools become 10x more useful with real business context.
Not your typical AI agency.
Honest about what AI can and cannot do
Ships the one workflow that pays for itself
Hours given back, never the size of the invoice
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Questions
FAQ
When does MCP integrations actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a real estate agency – so the savings start landing before the rest of the build is finished.
How do you price MCP integrations engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most real estate agencies are surprised how small the first cheque is.
Has this actually shipped for a real real estate agency?
Yes. Existing AI tools become 10x more useful with real business context. We'll share comparable engagements on the call.
Will this run on our own infrastructure?
Yes, where it makes sense. MCP integrations can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to MCP, Claude, TypeScript, Vercel but the architecture supports your existing platform choices.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.