Mcp External Memory

Mcp External Memory is an MCP (Model Context Protocol) server that provides large language models (LLMs) with persistent, searchable semantic memory. It exposes tools for storing, searching (via semantic similarity), retrieving, updating, and deleting textual memories, along with filtering and stats capabilities. The server supports multiple embedding backends (TF-IDF, OpenAI, and Ollama for local embeddings) for flexible integration. It is aimed at AI agent developers, researchers, and anyone building context-aware LLM applications who need long-term or persistent memory integration.