OrchestriAI
Real EstateMCP Development

MCP Servers for Real Estate Brokerages

Brokerage owners, team leads, and operations managers

Give your agents an AI assistant that actually knows your database, every lead, every conversation.

Your CRM has lead history, communication records, property interests, and timelines, but retrieving the right context can take too long. A CRM-connected MCP server supports natural-language queries that surface opportunities a standard pipeline report may miss.

From problem to system

Before

Current workflow

  • Agents using the CRM to log activity but not to identify opportunities in their existing database
  • Pipeline reports not surfacing contacts that are ready to re-engage but appear inactive
  • Personalized outreach requiring enough research and writing time that it is difficult to do consistently at scale
Improved workflow

After

Connected workflow

  • Natural-language CRM queries via MCP: ask questions about your database in plain English
  • Personalized follow-up draft generation from actual lead history and property interests
  • Opportunity surfacing: contacts ready to re-engage based on timing and market conditions

The operating picture

Real estate brokerages can accumulate years of lead data that goes underused because querying a CRM efficiently requires tool knowledge and time to build reports. An MCP server connected to Follow Up Boss, LionDesk, or kvCORE lets agents ask questions the way they think: 'Who from last quarter hasn't been contacted since we closed those deals?' or 'Show me buyers who looked at homes in $800k-1.2M and went quiet in the fall.' The system retrieves supporting records for the agent to review before taking an approved action. Any generated outreach still follows the brokerage's consent, opt-out, and fair-housing controls.

Built for

Brokerage owners, team leads, and operations managers

Typical stack

MCP server, Follow Up Boss, LionDesk, kvCORE, MLS feeds

Problems I see repeatedly

Agents using the CRM to log activity but not to identify opportunities in their existing database

Pipeline reports not surfacing contacts that are ready to re-engage but appear inactive

Personalized outreach requiring enough research and writing time that it is difficult to do consistently at scale

Long-cycle buyers and sellers falling out of contact because follow-up isn't systematic

Brokerage database growing with dormant contacts that could be reactivated

What I automate

Natural-language CRM queries via MCP: ask questions about your database in plain English

Personalized follow-up draft generation from actual lead history and property interests

Opportunity surfacing: contacts ready to re-engage based on timing and market conditions

Market update personalization using each contact's original search criteria

Activity log queries to identify which leads haven't been contacted and why

What changes inside the workflow

Workflow

  1. 01
    01

    Workflow change 1

    Natural-language CRM queries via MCP: ask questions about your database in plain English

  2. 02
    02

    Workflow change 2

    Personalized follow-up draft generation from actual lead history and property interests

  3. 03
    03

    Workflow change 3

    Opportunity surfacing: contacts ready to re-engage based on timing and market conditions

  4. 04
    04

    Workflow change 4

    Market update personalization using each contact's original search criteria

  5. 05
    05

    Workflow change 5

    Activity log queries to identify which leads haven't been contacted and why

Sounds like your situation?

Book a free call and we'll figure out together what's worth automating first.

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