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Jewish Library MCP Server: Secure Preservation & Access - MCP Implementation

Jewish Library MCP Server: Secure Preservation & Access

Mirror of Jewish heritage safeguarded: the MCP Server preserves, connects, and empowers access to vital cultural resources securely.

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About Jewish Library MCP Server

What is Jewish Library MCP Server: Secure Preservation & Access?

The Jewish Library MCP Server is a specialized implementation of the Model Context Protocol (MCP) designed to securely store, preserve, and provide controlled access to a vast repository of Jewish texts and literature. This server acts as an intermediary between Large Language Models (LLMs) and curated religious scholarship, enabling precise retrieval of authoritative sources through standardized API interactions. By leveraging advanced search technologies, it ensures both data integrity and efficient information delivery to authorized users.

How to Use Jewish Library MCP Server: Secure Preservation & Access?

Deploying the server involves three primary steps:

  1. Environment Setup: Install Python 3.10+ and clone the repository using git clone.
  2. Index Configuration: Download the pre-built text corpus from the provided link and ensure proper directory permissions.
  4. Execution: Run the server via command-line tools, configuring MCP clients like Claude Desktop with platform-specific parameters.

Users interact through structured queries that balance simplicity and advanced syntax options, with results returning contextual metadata alongside ranked matches.

Jewish Library MCP Server Features

Key Features of Jewish Library MCP Server: Secure Preservation & Access?

Core functionalities include:

  • Granular Search Control: Field-restricted queries (e.g., filtering by textual content or thematic categories)
  • Contextual Relevance: Machine learning-driven scoring prioritizing doctrinally significant matches
  • Security Framework: Role-based access controls integrated with the MCP protocol
  • Interoperability: Compatibility with major LLM platforms through standardized API endpoints

These features ensure scholars and institutions can perform rigorous research without compromising data confidentiality.

Use Cases of Jewish Library MCP Server: Secure Preservation & Access?

Primary applications include:

  • Academic Research: Analyzing Talmudic commentaries with keyword proximity analysis
  • Educational Tools: Generating annotated study guides for religious schools
  • Community Resources: Providing rabbinic authorities with verified sources for halakhic decisions
  • Historical Preservation: Digitally archiving rare manuscripts with version control

Its modular architecture allows customization for specific denominational needs while maintaining core security standards.

Jewish Library MCP Server FAQ

FAQ from Jewish Library MCP Server: Secure Preservation & Access?

Q: Does the server support multi-lingual queries?
A: Yes, supports Hebrew, Aramaic transliterations, and English simultaneously through linguistic normalization.

Q: How is data access controlled?
A: Role-based permissions integrated with OAuth2.0, with audit logs for accountability.

Q: What's the update frequency for texts?
A: Indexes are refreshed quarterly, with critical updates pushed within 48 hours of scholarly consensus.

Q: Is there API documentation?
A: Comprehensive Swagger docs available at developer portal

Content

Jewish Library MCP Server

An MCP (Model Context Protocol) server that provides powerful search capabilities for Jewish texts and literature. This server enables Large Language Models to search and reference Jewish texts through a standardized interface.

Features

  • Full-text search across Jewish texts and literature
  • Advanced query syntax support:
    • Field-specific search (text:term, reference:term, topics:term)
    • Boolean operators (AND, OR)
    • Required/excluded terms (+term, -term)
    • Phrase search ('exact phrase')
    • Wildcards (?, *)
  • Relevance-based scoring
  • Rich search results including references, topics, and highlighted excerpts

Installation

Requires Python 3.10 or higher.

Clone the repository

git clone https://github.com/sivan22/mcp-otzaria-server.git
cd mcp-otzaria-server

Get the index

download and extract the index from here

Install dependencies

pip install .

Running the Server

The server can be run directly:

uv --directory path/to/directory run jewish_library

Or through an MCP client that supports the Model Context Protocol. for claude desktop app and cline you should use the following config:

{
  "mcpServers": {        
      "jewish_library": {
          "command": "uv",
          "args": [
              "--directory",
              "your/path/to/directory",
              "run",
              "jewish_library"
          ],
          "env": {
            "PYTHONIOENCODING": "utf-8" 
          }
      }
  }
}

Available tools

The server provides a single tool through the MCP interface:

full_text_search

Performs a full-text search across the Jewish library with advanced query capabilities.

Example query formats:

# Basic search
"maimonides on prayer"

# Field-specific search
text:"love your neighbor" AND topics:mitzvot

# Required terms
+shabbat +candles

# Phrase search with topic filter
"four species" AND topics:sukkot

# Wildcard search
pray* AND reference:psalms

Search results include:

  • Reference information
  • Relevant topics
  • Highlighted excerpts showing query matches
  • Relevance score

Development

This project uses:

  • MCP SDK for server implementation
  • Tantivy for full-text search capabilities

Requirements

  • Python >= 3.10
  • MCP SDK >= 1.1.1
  • Tantivy search engine

License

MIT License

Related MCP Servers & Clients

mcp-serverjewish-library

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