Two companies announce Model Context Protocol (MCP) servers designed to let users query their own business or professional-firm data inside common AI assistants. ClicData says its ClicData MCP server brings “trusted” business data to AI tools such as Claude and ChatGPT, allowing midmarket teams to ask questions in plain language and receive live charts and dashboards without writing SQL. Financial Cents similarly says its MCP server enables accounting, bookkeeping, and tax firms to ask questions and take action using the firm’s Financial Cents data from AI assistants including Claude, ChatGPT, and Gemini.

Both announcements position MCP as a way to connect authorized data sources to AI workflows. The differing angles in the releases are in the intended customer segment and the described safeguards and features: Financial Cents highlights account scoping, firm authorization, and revocability, while ClicData emphasizes live visualization outputs for midmarket teams. Neither summary provides details on pricing, availability timelines beyond the announcement dates, or specific technical implementation beyond the MCP framing and supported AI assistants.