Mazarbul runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 31 Oct 2026.
Local-first memory for AI agents: entities, facts, relations and documents with semantic recall.
Today is the operative word: we check Mazarbul every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Local-first document management and semantic search for AI coding agents
Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.
Semantic document memory using Redis vector store. Save and recall files with natural language.
Agentic localization for documents and media, with quality checks and optional human review.
Hash-chained local document store with signed receipts and an orient protocol for stale agent memory
Local search over your code and documents for AI agents.
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
Answers built from our own checks of this server.