OmniClip RAG MCP Server

Example Use Cases

• 1

  Semantically search private Markdown and document notes locally without cloud upload.

• 2

  A privacy-preserving local knowledge base accessible via MCP protocol.

• 3

  Explainable, source-labeled retrieval results from a hybrid vector and lexical search engine.

Description

OmniClip RAG MCP Server exposes a local semantic search engine through a read-only MCP interface, allowing AI clients to query private Markdown, PDF, and Tika-backed knowledge bases on Windows. It ensures absolute data privacy by operating fully locally without uploading data, supports hybrid retrieval combining vector and lexical search, and integrates seamlessly with AI clients via MCP protocol. The server requires the knowledge base to be built first using the desktop app and provides explicit source-labeled search results for explainability.