AI LocalBase

Self-hosted local RAG knowledge base with document upload, web chat UI, and an MCP server for agents.

Webfree

AI LocalBase is a self-hosted, local-first knowledge base system that indexes documents like PDFs, Markdown, and spreadsheets into a vector database for retrieval-augmented chat question answering. It ships a React web UI, Docker Compose deployment, and a built-in MCP server so external AI agents can query the same knowledge base, connecting to Ollama or any OpenAI-compatible model. It's aimed at individuals and small teams wanting a self-hosted document Q&A system without sending data to a third party.

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Behind the summary, Matchbox keeps a richer profile of AI LocalBase - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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