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mcp-otzaria-server

一个为犹太文本和文学提供强大搜索功能的MCP服务器。该服务器使大型语言模型能够通过标准化接口搜索和引用犹太文本。

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README

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

help

Runtime guide

cloud

Hosted runtime

Hosted servers run from a provider-managed environment. You usually connect the MCP client to the hosted endpoint or follow the provider's authorization flow, without keeping a local process alive

  1. Open provider connection page
  2. Authorize or copy endpoint
  3. Connect from your MCP client
terminal

Local runtime / other methods

Local servers run on your own machine or infrastructure. You normally copy the server_config into your MCP client, install the required package, and provide env variables from env_schema when needed

  1. Copy server_config
  2. Install required package
  3. Fill env variables and restart client