Developer platform

Integrate live property offers without rebuilding the workflow

Use Beagel's APIs and configurable white-label interface to connect listings, buyer permissions, offer events and downstream transaction systems.

Beagel API reference and webhook integration dashboard
API-first
integration model
Webhooks
for machine-readable events
SSO
SAML and OIDC options
MCP
AI and tool access

What changes for your organisation

Clear integration boundary

Connect the components you need while Beagel handles the offer-domain workflow.

Event-driven records

Structured status and offer events support CRM, reporting and evidence packs.

Configurable experience

Use hosted white-label journeys, API integration or a combined deployment.

AI and MCP integration

Beagel infrastructure is accessible via MCP for AI agents, orchestration layers and tool-enabled workflows. MCP access operates over the same infrastructure as the REST API and does not require a separate deployment.

What MCP access provides

The Beagel MCP server exposes offer infrastructure as a machine-readable tool surface. Agents and orchestration layers can query offer state, buyer registration, listing status and transaction records using standard MCP protocols.

How it relates to the API

MCP is an additional access method over the same Beagel infrastructure, not a separate system. Organisations already integrated via REST API can expose MCP endpoints without architectural changes to the underlying deployment.

Who uses it

CRM providers building AI-assisted offer workflows. Portal technology teams connecting automation layers to live offer data. MLS technology committees evaluating programmatic member tooling. Brokerage platforms integrating agent pipelines.

A controlled path from interest to evidence

1

Model

Map listings, users, roles and sale states.

2

Authenticate

Connect identity and permission flows.

3

Subscribe

Handle offer and status events.

4

Launch

Test operating rules before production.

What an enterprise evaluation covers

Open the areas relevant to your product, technology, operations and procurement teams.

Domain model

Review listings, sales, participants, permissions, offers, counter-offers, status changes and the immutable events required by downstream systems.

Identity and access

Define buyer registration, agent identity, service accounts, SAML or OIDC integration and role-based authorisation.

Integration pattern

Choose hosted white-label interfaces, API-led implementation, webhooks for event-driven state changes, or MCP access for AI and orchestration layers. Access methods can be combined within a single deployment.

Production readiness

Agree test environments, monitoring, error handling, security review, release responsibilities and support for production deployment.

Evidence without customer disclosure

Review anonymised outcomes, academic analysis and independent industry assessment before a technical conversation.

Deployment outcomes

Operating profiles cover high-volume negotiations and repeat agency adoption.

DCU-led research

Field analysis covers 574 multi-participant negotiations and 2,148 buyers.

Independent review

Inman assessed Beagel's white-label model, controls and integration depth.

Map Beagel to your current platform

A working session covers workflow, data, integration, governance and deployment scope.