AI-Powered Assistant for Mifos X WebApp Using MCP (Cloud and On-Premise LLMs)

The Mifos X WebApp is a powerful tool but it can be hard for people to use every day. A lot of institutions have a tough time with it because it is complicated and not easy to navigate, which slows down the people who work there. This project wants to make that better by putting an AI Assistant right into the Mifos X WebApp. The Mifos X WebApp will have an AI Assistant. You can think of the AI Assistant as a place where users can type what they need in language like finding a client making a loan or looking at a transaction and the AI Assistant will take care of the rest. The AI Assistant is powered by a kind of computer program and it talks to Apache Fineract through the Mifos MCP server. The AI Assistant also works with both cloud-based and on-premise models using Ollama so institutions that need to keep their data in their buildings can do that too. The main things we want to achieve with this project are an Angular chat interface built into the Mifos X WebApp, the Mifos MCP server integration, for calling Apache Fineract APIs in a way, an LLM layer that works with both cloud and local models, answers that are based on the current client, loan or user role, and good documentation and tests to go with the Mifos X WebApp and the AI Assistant.