The backend system for managing agent contexts, which ultimately belongs to the users.
Every time a new AI agent is used, one has to introduce oneself from scratch again. Fulcra aims to address precisely this issue of dealing with “smart strangers.” It serves as a user-owned contextual backend, built on a data platform that integrates real-world data, knowledge records, files, and the work results of various intelligent agents into a “contextual lake” that you can control entirely. Different agents can read from and write to this pool, allowing them to build upon the previous progress and clearly see what needs to be updated and when it should be done so. Fulcra offers several integration methods, including the Life API, MCP server, CLI, and Python SDK, enabling it to connect with platforms such as Claude, ChatGPT, and Gemini. A free trial comes with 5GB of storage space. This solution is more suitable for developers and advanced AI user communities; ordinary users may find the concept somewhat abstract.