{
  "name": "Real Estate AI Kit",
  "version": 1,
  "updated": "2026-10-17",
  "inclusion_rule": "A documented API or MCP interface and a concrete real estate workflow are required.",
  "verification_note": "Provider documentation or public product pages reviewed. No authenticated provider connections or paid calls were tested.",
  "tools": [
    {
      "id": "farmhand",
      "name": "Farmhand",
      "mark": "f",
      "color": "#245243",
      "category": "Property research",
      "protocols": [
        "API"
      ],
      "fit": "Real estate",
      "summary": "Connect your AI to MLS data for listing research, property comparisons, and client-ready briefs.",
      "outcome": "Keep MLS research in the AI you already use. Farmhand connects it to the property data you’re authorized to access, so your AI can help compare homes, answer listing questions, and draft useful client briefs.",
      "capabilities": [
        "Search listings through account-authorized MLS endpoints",
        "Retrieve property context for research and comparisons",
        "Use property data in your own AI’s client briefs and workflows"
      ],
      "access": "A Farmhand account, an API key, and authorization for the requested MLS data. Coverage and available fields depend on your account and MLS permissions.",
      "connection": "API integration. Your AI tool needs authenticated HTTP support or an API tool definition. Follow the account setup guide; availability depends on the account and request.",
      "limitation": "MLS coverage and permissions vary. Farmhand supplies the data connection; your chosen AI performs the research and drafting. Verify listing facts before sharing a client brief.",
      "homepage": "https://farmhand.si/",
      "docs": "https://farmhand.si/#connections",
      "sources": [
        {
          "title": "Farmhand: Connections",
          "url": "https://farmhand.si/#connections"
        }
      ],
      "evidence": "Public product page reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "featured": true,
      "logo": "assets/logos/farmhand.png",
      "pricing": {
        "label": "$29/mo",
        "note": "MLS data connection",
        "currency": "USD",
        "amount": 29,
        "unit": "month",
        "source": null,
        "basis": "Price supplied by Jake on 2026-10-17",
        "reviewed": "2026-10-17",
        "basis_type": "supplied"
      }
    },
    {
      "id": "unicorn-tc",
      "name": "Unicorn TC",
      "mark": "U",
      "color": "#a653d7",
      "category": "Transactions",
      "protocols": [
        "API"
      ],
      "fit": "Real estate",
      "listing_type": "Tool / service",
      "summary": "A transaction coordinator your AI can work with. Submit a deal, check deadlines, and keep clients updated through closing.",
      "outcome": "Pair your AI with a human transaction coordination service. Submit deal details and retrieve transaction status, tasks, and calendar dates through your account’s API.",
      "capabilities": [
        "Submit a transaction under your agent account with write access",
        "Read your transactions, task lists, and calendar dates",
        "Request marketing content and retrieve available resources through agent-scoped endpoints"
      ],
      "access": "A Unicorn TC service account and an agent-scoped API token from the portal’s AI Agent page. Enable write access only for the operations you need.",
      "connection": "Authenticated REST API at app.myunicorntc.com/api/v1. Generate an agent token in your portal and give your AI the accompanying agent API documentation.",
      "limitation": "Human transaction coordination service; service acceptance, coverage, and your agreement apply. The listed $399 rate is for a single-side transaction. Broker and agent retain responsibility for decisions and approvals.",
      "homepage": "https://myunicorntc.com/",
      "docs": "https://app.myunicorntc.com/",
      "sources": [
        {
          "title": "Unicorn TC: service overview",
          "url": "https://myunicorntc.com/"
        },
        {
          "title": "Unicorn TC: portal and agent API setup (account required)",
          "url": "https://app.myunicorntc.com/"
        }
      ],
      "evidence": "Official service page and agent-scoped application API documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/unicorn-tc.png",
      "pricing": {
        "label": "$399/transaction",
        "note": "Single-side coordination",
        "currency": "USD",
        "amount": 399,
        "unit": "transaction",
        "source": null,
        "basis": "Price supplied by Jake on 2026-10-17",
        "reviewed": "2026-10-17",
        "basis_type": "supplied",
        "public_offer": {
          "plan": "Full Service Plus",
          "label": "$499 per file",
          "source": "https://myunicorntc.com/",
          "reviewed": "2026-10-17"
        }
      },
      "featured": true
    },
    {
      "id": "rentcast",
      "name": "RentCast",
      "mark": "R",
      "color": "#276bc4",
      "category": "Property research",
      "protocols": [
        "API",
        "MCP"
      ],
      "fit": "Real estate",
      "summary": "Research property records, rental estimates, listings, and market data.",
      "outcome": "Add property and rental context to an investor briefing or a client's property research.",
      "capabilities": [
        "Property and listing data",
        "Value and rent estimates",
        "API discovery and requests through the official MCP server"
      ],
      "access": "An active RentCast API subscription and API key are required for data requests. Documentation discovery is public.",
      "connection": "Official hosted MCP server or REST API. Live requests through MCP require an API key and count toward API usage.",
      "limitation": "The documentation connection alone does not authorize property-data requests. Check endpoint coverage and usage limits.",
      "homepage": "https://www.rentcast.io/api",
      "docs": "https://developers.rentcast.io/reference/ai-tools",
      "sources": [
        {
          "title": "RentCast AI Tools and MCP",
          "url": "https://developers.rentcast.io/reference/ai-tools"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/rentcast-mark.png",
      "pricing": {
        "label": "$0/mo",
        "note": "50 API calls · paid from $74/mo",
        "currency": "USD",
        "amount": 0,
        "unit": "month",
        "source": "https://www.rentcast.io/api",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "repliers",
      "name": "Repliers",
      "mark": "r",
      "color": "#6048b2",
      "category": "Property research",
      "protocols": [
        "API",
        "MCP"
      ],
      "fit": "Real estate",
      "summary": "Search licensed MLS listings, comparables, and market analytics.",
      "outcome": "Research a buyer shortlist or assemble market context for a listing conversation.",
      "capabilities": [
        "MLS listing search",
        "Comparables and market analytics",
        "Official hosted or self-hosted MCP"
      ],
      "access": "A Repliers account and API key. Production MLS data requires the applicable real estate and MLS permissions. A preview plan provides sample data.",
      "connection": "Use the official hosted MCP connector or the open-source server, or integrate the API directly.",
      "limitation": "Coverage, sold data, and permitted uses depend on your MLS agreements.",
      "homepage": "https://repliers.com/",
      "docs": "https://repliers.com/repliers-mcp-server/",
      "sources": [
        {
          "title": "Repliers MCP Server",
          "url": "https://repliers.com/repliers-mcp-server/"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/repliers-mark.png",
      "pricing": {
        "label": "From $199/mo",
        "note": "Per US MLS market · approval required",
        "currency": "USD",
        "amount": 199,
        "unit": "month",
        "source": "https://help.repliers.com/en/article/qa-related-to-pricing-1hbxiq3/",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "attom",
      "name": "ATTOM",
      "mark": "A",
      "color": "#a24d24",
      "category": "Property research",
      "protocols": [
        "API",
        "MCP"
      ],
      "fit": "Real estate",
      "summary": "Add property, parcel, and neighborhood intelligence to your research.",
      "outcome": "Build a richer property briefing from structured property records and neighborhood context.",
      "capabilities": [
        "Property and neighborhood data",
        "Lookup by address, parcel, or ATTOM ID",
        "Official API and MCP access paths"
      ],
      "access": "An ATTOM account and the credentials and data access required for your chosen API or MCP service.",
      "connection": "Choose the Property Data REST API or the official ATTOM MCP service. Review each service's setup and supported datasets.",
      "limitation": "API and MCP availability can differ. Confirm your service's datasets and permitted use; this listing does not promise a live MLS feed.",
      "homepage": "https://www.attomdata.com/",
      "docs": "https://www.attomdata.com/solutions/delivery/mcp-server/",
      "sources": [
        {
          "title": "ATTOM MCP Server",
          "url": "https://www.attomdata.com/solutions/delivery/mcp-server/"
        },
        {
          "title": "ATTOM Property Data API",
          "url": "https://www.attomdata.com/solutions/delivery/property-data-api/"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/attom.png",
      "pricing": {
        "label": "From $500/mo",
        "note": "Basic Property API · MCP quote varies",
        "currency": "USD",
        "amount": 500,
        "unit": "month",
        "source": "https://www.attomdata.com/solutions/delivery/property-data-api/pricing/",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "relay",
      "name": "Relay",
      "mark": "R",
      "color": "#0053fd",
      "category": "CRM & follow-up",
      "protocols": [
        "API"
      ],
      "fit": "Real estate",
      "summary": "Give your AI a CRM it can actually use: organize contacts, move deals forward, and keep follow-up on track.",
      "outcome": "Let your AI work with your contacts, tasks, and pipeline so you spend less time updating the CRM and more time with clients.",
      "capabilities": [
        "Read, search, create, and update CRM contacts",
        "Create and update tasks",
        "Read pipeline stages and manage opportunities through scoped API access"
      ],
      "access": "An active Relay account and an API key created by an account admin. The key needs the scopes for each operation.",
      "connection": "REST API with Bearer authentication. Create a key in Settings → API Keys and share the in-app API reference with your AI. Read and write permissions are granted separately.",
      "limitation": "API access is scoped to your account. Only grant the operations your AI needs; review changes and outbound communications before execution.",
      "homepage": "https://www.hellorelay.io/",
      "docs": "https://www.hellorelay.io/developers",
      "sources": [
        {
          "title": "Relay: product overview",
          "url": "https://www.hellorelay.io/"
        },
        {
          "title": "Relay: public API reference",
          "url": "https://www.hellorelay.io/developers"
        }
      ],
      "evidence": "Official product page and application API reference reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/relay.png",
      "pricing": {
        "label": "$29/mo",
        "note": "CRM for you and your AI",
        "currency": "USD",
        "amount": 29,
        "unit": "month",
        "source": null,
        "basis": "Price supplied by Jake on 2026-10-17",
        "reviewed": "2026-10-17",
        "basis_type": "supplied"
      }
    },
    {
      "id": "follow-up-boss",
      "name": "Follow Up Boss",
      "mark": "F",
      "color": "#bd573b",
      "category": "CRM & follow-up",
      "protocols": [
        "API"
      ],
      "fit": "Real estate",
      "summary": "Work with real estate contacts, notes, and follow-up tasks through an API.",
      "outcome": "Prepare a client follow-up brief and keep the associated CRM notes and tasks organized.",
      "capabilities": [
        "Contacts and notes",
        "Task records",
        "User-scoped CRM access"
      ],
      "access": "A Follow Up Boss account and OAuth authorization or a user API key. Customer integrations must register their system.",
      "connection": "REST API integration. API keys use Basic authentication; OAuth uses Bearer authentication. An API tool definition or adapter is needed for an AI client.",
      "limitation": "An API key inherits the user's access. Confirm the correct account and assigned contacts before connecting.",
      "homepage": "https://www.followupboss.com/",
      "docs": "https://docs.followupboss.com/reference/getting-started",
      "sources": [
        {
          "title": "Follow Up Boss API overview",
          "url": "https://docs.followupboss.com/reference/getting-started"
        },
        {
          "title": "Authentication and authorization",
          "url": "https://docs.followupboss.com/reference/authentication"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/follow-up-boss.png",
      "pricing": {
        "label": "$69/user/mo",
        "note": "Grow · monthly billing",
        "currency": "USD",
        "amount": 69,
        "unit": "user/month",
        "source": "https://www.followupboss.com/pricing",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "highlevel",
      "name": "HighLevel",
      "mark": "H",
      "color": "#336b8b",
      "category": "CRM & follow-up",
      "protocols": [
        "API",
        "MCP"
      ],
      "fit": "General purpose",
      "summary": "Connect your AI to contacts, opportunities, conversations, and calendars.",
      "outcome": "Help a real estate team find client records, organize its pipeline, and prepare the next follow-up.",
      "capabilities": [
        "Contact and opportunity records",
        "Conversation and appointment operations",
        "Official LeadConnector MCP"
      ],
      "access": "A HighLevel or LeadConnector account, an authorized sub-account, and approved OAuth scopes for the desired operations.",
      "connection": "Official LeadConnector MCP with OAuth, using the endpoint for your AI client. Direct API integration is also available.",
      "limitation": "Available operations depend on your grant. Reading a record and sending a message are separate actions.",
      "homepage": "https://www.gohighlevel.com/",
      "docs": "https://marketplace.gohighlevel.com/docs/other/mcp/",
      "sources": [
        {
          "title": "LeadConnector MCP Server",
          "url": "https://marketplace.gohighlevel.com/docs/other/mcp/"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/highlevel.png",
      "pricing": {
        "label": "From $297/mo",
        "note": "Unlimited · Basic API access",
        "currency": "USD",
        "amount": 297,
        "unit": "month",
        "source": "https://www.gohighlevel.com/pricing",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "creatomate",
      "name": "Creatomate",
      "mark": "C",
      "color": "#934da5",
      "category": "Listing marketing",
      "protocols": [
        "API"
      ],
      "fit": "General purpose",
      "summary": "Turn approved listing photos and copy into templated videos and graphics.",
      "outcome": "Produce consistent listing reels and social graphics from an approved property brief.",
      "capabilities": [
        "Video and image rendering",
        "Template modifications through an API",
        "Render completion webhooks"
      ],
      "access": "A Creatomate project, API key, available rendering credits, and assets you have permission to use.",
      "connection": "REST API. Submit template data or RenderScript and wait for the render to succeed before using the output.",
      "limitation": "An accepted render job is not a finished video. Review the finished asset and listing accuracy before publishing.",
      "homepage": "https://creatomate.com/",
      "docs": "https://creatomate.com/docs/api/reference/introduction",
      "sources": [
        {
          "title": "Creatomate REST API",
          "url": "https://creatomate.com/docs/api/reference/introduction"
        },
        {
          "title": "Create a render",
          "url": "https://creatomate.com/docs/api/reference/create-a-render"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/creatomate.svg",
      "pricing": {
        "label": "From $54/mo",
        "note": "Essential · 2,000 render credits",
        "currency": "USD",
        "amount": 54,
        "unit": "month",
        "source": "https://creatomate.com/docs/account/how-does-the-pricing-work",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "elevenlabs",
      "name": "ElevenLabs",
      "mark": "Ⅱ",
      "color": "#34393e",
      "category": "Listing marketing",
      "protocols": [
        "API",
        "MCP"
      ],
      "fit": "General purpose",
      "summary": "Create voice content and configure conversational agents from your AI tools.",
      "outcome": "Create narration for an approved listing script or configure a voice assistant for your team's workflow.",
      "capabilities": [
        "Voice and creative generation",
        "Voice-agent configuration",
        "Official hosted MCP connector"
      ],
      "access": "An ElevenLabs account and the necessary product access and usage allowance. Hosted MCP uses OAuth.",
      "connection": "Official hosted MCP or a direct API integration. Check the connector's current operation list for the feature you need.",
      "limitation": "Creative generation and agent management have different capabilities. Use authorized voices and review generated content.",
      "homepage": "https://elevenlabs.io/",
      "docs": "https://elevenlabs.io/mcp",
      "sources": [
        {
          "title": "ElevenLabs Agents and Creative MCP",
          "url": "https://elevenlabs.io/mcp"
        },
        {
          "title": "Hosted MCP documentation",
          "url": "https://elevenlabs.io/docs/eleven-agents/operate/hosted-mcp"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/elevenlabs.svg",
      "pricing": {
        "label": "From $6/mo",
        "note": "Starter · commercial use · usage limits",
        "currency": "USD",
        "amount": 6,
        "unit": "month",
        "source": "https://elevenlabs.io/pricing",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "docusign",
      "name": "Docusign",
      "mark": "D",
      "color": "#4f4cbd",
      "category": "Transactions",
      "protocols": [
        "API"
      ],
      "fit": "General purpose",
      "summary": "Prepare signature envelopes from templates and track the signing process.",
      "outcome": "Reduce repeated document preparation while keeping the transaction team in control of sending and signing.",
      "capabilities": [
        "Template-based envelope preparation",
        "Signature-request workflows",
        "Envelope and recipient status"
      ],
      "access": "A Docusign developer or production account, an authorized integration, and the applicable eSignature API entitlement.",
      "connection": "eSignature REST API integration with account authorization. An AI client needs an API tool definition or adapter.",
      "limitation": "The API cannot sign a document for a recipient. Preparing an envelope, sending it, and a recipient signing it are separate steps.",
      "homepage": "https://www.docusign.com/",
      "docs": "https://developers.docusign.com/docs/esign-rest-api/",
      "sources": [
        {
          "title": "Docusign eSignature REST API",
          "url": "https://developers.docusign.com/docs/esign-rest-api/"
        },
        {
          "title": "Embedding eSignature",
          "url": "https://developers.docusign.com/docs/esign-rest-api/esign101/concepts/embedding/"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/docusign.png",
      "pricing": {
        "label": "From $50/mo",
        "note": "Developer API · $600 billed annually",
        "currency": "USD",
        "amount": 50,
        "unit": "month",
        "source": "https://ecom.docusign.com/plans-and-pricing/developer",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    },
    {
      "id": "nylas",
      "name": "Nylas",
      "mark": "N",
      "color": "#3b699e",
      "category": "Scheduling",
      "protocols": [
        "API"
      ],
      "fit": "General purpose",
      "summary": "Find available times and coordinate bookings across connected calendars.",
      "outcome": "Coordinate a client consultation or transaction meeting with less calendar back-and-forth.",
      "capabilities": [
        "Calendar availability",
        "Booking and rescheduling workflows",
        "Scheduling configurations and reminders"
      ],
      "access": "A Nylas application, API key, and an authorized connected calendar or supported agent account.",
      "connection": "Scheduler API. Integrate availability and booking endpoints into your AI workflow.",
      "limitation": "Calendar availability does not grant property showing access. Confirm the appointment details before booking; bookings can notify attendees.",
      "homepage": "https://www.nylas.com/",
      "docs": "https://developer.nylas.com/docs/v3/scheduler/",
      "sources": [
        {
          "title": "Nylas Scheduler documentation",
          "url": "https://developer.nylas.com/docs/v3/scheduler/"
        }
      ],
      "evidence": "Official documentation reviewed",
      "reviewed": "2026-10-17",
      "connection_tested": false,
      "logo": "assets/logos/nylas.png",
      "pricing": {
        "label": "$0/mo",
        "note": "5 connected accounts · paid from $15/mo",
        "currency": "USD",
        "amount": 0,
        "unit": "month",
        "source": "https://www.nylas.com/pricing/",
        "basis": "Official public pricing",
        "reviewed": "2026-10-17"
      }
    }
  ]
}