Local RAG

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Privacy-first local RAG server for semantic document search without external APIs

Install

How to run this server

[ { "cmd": "npx -y mcp-local-rag", "imports": [] } ]

server path: local-rag-2

Tools

What this server exposes

ingest_file

Ingest a document file (PDF, DOCX, TXT, Markdown) into the local vector database. Supports optional visual mode for PDFs with figures.

ingest_data

Ingest raw text data directly into the local vector database.

query_documents

Search ingested documents using semantic search with keyword boost for exact technical terms.

read_chunk_neighbors

Read neighboring chunks around a specific chunk for context.

list_files

List all ingested files in the local vector database.

delete_file

Delete an ingested file from the local vector database.

status

Get the status of the MCP server and vector database.

Configuration

Environment & auth

authnone

Resources