Mnemos Memory Server

Example Use Cases

• 1

  Query isolated project documentation contexts efficiently.

• 2

  That require fully offline, private knowledge retrieval without external calls.

• 3

  Integrate with a local embedding-based vector search system via MCP.

Description

Mnemos is an MCP compatible knowledge server designed to turn documentation into a multi-context memory system with isolated collections and deterministic re-ingestion. It runs fully offline using Postgres with pgvector and Ollama for local embeddings, ensuring privacy and control. The server offers enhanced terminal UI, recursive site crawling, and exposes both REST and MCP APIs for integration with AI agents.