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Local RAG

v0.14.1•APIs•stable

A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.

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About

A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.

Features

  • query_documents
  • ingest_file
  • delete_file
  • list_files
  • status

Use Cases

Search through previously ingested documents (PDF, DOCX, TXT, MD) using semantic search. Returns relevant passages from documents in the BASE_DIR. Documents must be ingested first using ingest_file.
Ingest a document file (PDF, DOCX, TXT, MD) into the vector database for semantic search. File path must be an absolute path. Supports re-ingestion to update existing documents.
Delete a previously ingested file from the vector database. Removes all chunks and embeddings associated with the specified file. File path must be an absolute path. This operation is idempotent - del
List all ingested files in the vector database. Returns file paths and chunk counts for each document.
Get system status including total documents, total chunks, database size, and configuration information.
shinpr

Maintainer

LicenseMIT License
Languagetypescript
Versionv0.14.1
UpdatedMay 22, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux
View SourceBrowse All Servers

Installation

NPM

npx -y mcp-local-rag

Manual Installation

npx -y mcp-local-rag

Examples

No examples available for this server.

Configuration

Configuration Details

Config File

claude_desktop_config.json

Web UI

Not available

Security

Authentication

RequiredNo

Features

Data Encryption
Audit Logging
RBAC Support

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

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Quick Config Preview

{ "mcpServers": { "local-rag": { "command": "npx", "args": ["-y", "mcp-local-rag"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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