HeirWealth launches MCP server for adviser AI workflows

HeirWealth has launched an MCP server for its wealth management suite, making the service available immediately to HeirWealth Atlas firms on an opt-in basis. The company said the tool is designed to let financial advisers, accountants and family offices query consolidated client information through AI assistants in plain language, with access governed by existing firm permissions.

The release targets a recurring operational burden in wealth management: collecting, reconciling and reporting data across multiple entities, structures and platforms for high-net-worth and multi-generational clients. HeirWealth said advisers often hold the relevant client data, but that information may sit inside dashboards and exports rather than inside the AI tools they use for daily work.

Model Context Protocol, or MCP, is an open standard introduced by Anthropic and supported across AI assistants including Claude and ChatGPT, according to HeirWealth. The protocol gives an AI assistant a structured way to connect with external data sources and tools, rather than relying only on information entered into a chat window.

HeirWealth said its MCP server exposes the consolidated data layer behind HeirWealth Atlas as governed tools that an AI assistant can call when a user asks a question. In practice, an adviser could ask about a family’s total property exposure across all entities, instead of extracting data from several systems and reconciling the figures manually.

The company said the first use case is reporting and insight generation. Through the MCP server, an assistant can read consolidated client reporting held in HeirWealth and generate portfolio insights, plain-English summaries, and risk or anomaly flags.

HeirWealth said the numerical outputs come from its own deterministic calculation engine and are then passed to the AI assistant. That structure is intended to keep reported figures consistent, repeatable and auditable, rather than asking the AI model to generate calculations itself.

A second focus is adviser productivity. HeirWealth said the server can support client meeting preparation, portfolio summaries and first drafts of client communications using live data, reducing time spent on administrative work.

Access is controlled through each firm’s existing HeirWealth permissions and consent model, according to the company. An AI assistant can read only the information it is authorised to access, and HeirWealth said client data remains governed within its platform.

Ray Tubman, HeirWealth’s chief executive, said advisers have long identified the assembly of a complete client picture as a difficult part of their week. He said the company’s data layer addressed consolidation, while the MCP server lets advisers ask questions inside AI tools they already use and receive answers drawn from their own client data.

HeirWealth said the MCP server connects to any MCP-compatible AI assistant. Firms retain control over access, and the company said no client data is used to train third-party AI models. Further setup details and information on supported assistants are available from the HeirWealth team.

This story draws on original reporting from Finextra Research.