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2026

Universal Memory Service

Self-hosted memory service for AI agents — hybrid search (vector + BM25 + knowledge graph) with reranking, query expansion, and multi-platform suppor…

Overview

Self-hosted memory service for AI agents — hybrid search (vector + BM25 + knowledge graph) with reranking, query expansion, and multi-platform support via HTTP API & MCP. Open-source project by Clawd Brunner, published on GitHub.

Highlights

  • 2 stars on GitHub
  • Primary language: Python
  • Open source — view the code and contribute on GitHub

Built with

  • Python

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