paulseongminpark/mcp-memory

The project is a very early-stage prototype (0 stars, 0 forks) that implements a memory layer for the Model Context Protocol (MCP). While the combination of vector search, FTS5, and graph-based ontology is conceptually sound and follows modern RAG (Retrieval-Augmented Generation) best practices, it lacks any defensive moat. It essentially replicates the 'Memory' server examples provided by Anthropic in their official MCP documentation, albeit with a more structured ontology approach. The defensibility is minimal because frontier labs like Anthropic are already shipping native memory capabilities into their chat interfaces (e.g., Claude's 'Memory' feature), and the MCP ecosystem is rapidly being flooded with similar 'memory' servers. Competitors include established players like Mem0, Zep, and the official Anthropic MCP memory-server. Given the zero-adoption signal and the fact that this is a feature likely to be commoditized by the very platform (Anthropic) that created the protocol it runs on, the risk of obsolescence is extremely high.