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

Connect the components you need while Beagel handles the offer-domain workflow.
Structured status and offer events support CRM, reporting and evidence packs.
Use hosted white-label journeys, API integration or a combined deployment.
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.
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.
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.
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.
Map listings, users, roles and sale states.
Connect identity and permission flows.
Handle offer and status events.
Test operating rules before production.
Open the areas relevant to your product, technology, operations and procurement teams.
Review listings, sales, participants, permissions, offers, counter-offers, status changes and the immutable events required by downstream systems.
Define buyer registration, agent identity, service accounts, SAML or OIDC integration and role-based authorisation.
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.
Agree test environments, monitoring, error handling, security review, release responsibilities and support for production deployment.
Review anonymised outcomes, academic analysis and independent industry assessment before a technical conversation.
Operating profiles cover high-volume negotiations and repeat agency adoption.
Field analysis covers 574 multi-participant negotiations and 2,148 buyers.
Inman assessed Beagel's white-label model, controls and integration depth.
A working session covers workflow, data, integration, governance and deployment scope.