Mcp Local Rag MCP Server

Name: Mcp Local Rag MCP Server
Author: shinpr

v1.0.0•APIs•stable

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

agent-skillsdeveloper-toolshybrid-searchlocal-firstlocal-rag

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About

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

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 - deleting a non-existent file completes without error.

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

Languagetypescript

Versionv1.0.0

UpdatedMay 20, 2026

Statushealthy

Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

View Source Browse All Servers

Installation

Manual Installation

npx mcp-local-rag

Examples

Basic Configuration

Configure Mcp Local Rag MCP Server

npx mcp-local-rag

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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Set Up Mcp Local Rag MCP Server in Your Editor

Choose your AI client for step-by-step setup instructions.

🖥️

Claude Desktop

macOS & Windows app

⌨️

Claude Code

CLI & terminal

📝

Cursor

AI-first code editor

💻

VS Code

GitHub Copilot MCP

🏄

Windsurf

Codeium AI editor

🔌

Cline

VS Code extension

Quick Config Preview

{
  "mcpServers": {
    "mcp-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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