The design point is mcp_cursor10x_initConversation: instead of assembling memory by hand, one call stores the incoming message and returns recent conversation, active files and long-term memory together. Decisions and requirements are stored separately from chat history, so the things that should survive a session are not competing with the things that should not.
A server that stores conversation history, active files, project decisions and vector-embedded code context in a database, and hands the relevant parts back when a session starts.
- mcp_cursor10x_initConversation — one call at the start of a turn that stores the user's message and returns the assembled context
- mcp_cursor10x_getComprehensiveContext — recent messages, active files and long-term memory gathered into one payload
- mcp_cursor10x_endConversation — close out a session with the assistant's message and a summary
- Short-term memory — mcp_cursor10x_storeUserMessage, mcp_cursor10x_storeAssistantMessage and mcp_cursor10x_getRecentMessages
- Active files — mcp_cursor10x_trackActiveFile and mcp_cursor10x_getActiveFiles, so the assistant knows what the work has been touching
- Long-term memory — mcp_cursor10x_storeMilestone, mcp_cursor10x_storeDecision and mcp_cursor10x_storeRequirement
- Episodic memory — mcp_cursor10x_recordEpisode and mcp_cursor10x_getRecentEpisodes for a chronological record of actions
- mcp_cursor10x_manageVector for vector-embedded content, giving semantic recall of related code and text rather than exact matching
- mcp_cursor10x_checkHealth and mcp_cursor10x_getMemoryStats for whether the store is reachable and what is in it
- Importance levels on stored items, so the retrieved context is ranked rather than dumped
A Turso database with its URL and an auth token, handed to the server at launch; the schema is created for you on first run. Runs under Node. The authors have since continued this work under a successor project, which is worth reading about before you commit to this one.
One command plus a key — npx cursor10x-mcp, then supply credentials