8 packages found
Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-
Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data
A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.
SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma
Universal memory layer for AI applications. Self-host in minutes. Open source.
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.