quillrag

io.github.Ayush-yadav11v0.1.3Updated Sep 25, 2026

Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.

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Installation

In SourceWeft

  1. Open quillrag in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

Tools

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Version history

1
  1. v0.1.3LatestSep 16, 2026