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quran_cloud_mcp_server

by marwanWaly

API/Clients & IntegrationQuranAPIHallucination ReductionContextual Retrieval

The quran_cloud_mcp_server is an MCP (Machine Comprehension Platform) server designed to help LLMs (Large Language Models) access the Quran API (https://alquran.cloud/api) and reduce hallucination when working with Quran text. It enables models to retrieve only the necessary data, improving efficiency and accuracy.

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What is quran_cloud_mcp_server?

This server acts as a middleware between LLMs and the alquran.cloud API, allowing the LLM to query and retrieve specific Quranic verses or information without having to process the entire text. This reduces hallucination and improves the accuracy of responses related to the Quran.

How to use quran_cloud_mcp_server?

  1. Clone the repository. 2. Set up a virtual environment. 3. Install the required Python packages. 4. Configure the OpenAI API key in a .env file. 5. Run the server using python client.py. 6. Optionally, connect the server to Claude desktop application by configuring the claude_desktop_config.json file with the server details.

Key features of quran_cloud_mcp_server

  • Reduces LLM hallucination with Quranic text

  • Provides contextual retrieval of Quranic data

  • Connects LLMs to the alquran.cloud API

  • Easy installation and setup

  • Integration with Claude desktop application

Use cases of quran_cloud_mcp_server

  • Answering questions about the Quran using LLMs

  • Developing Quranic study tools

  • Building AI-powered Islamic applications

  • Improving the accuracy of Quran-related information in LLM responses

  • Integrating Quranic knowledge into conversational AI agents

FAQ from quran_cloud_mcp_server

What is hallucination in LLMs?

Hallucination refers to the generation of incorrect or nonsensical information by an LLM, especially when dealing with factual data.

Why is it important to reduce hallucination when working with Quran text?

Accuracy is crucial when dealing with religious texts like the Quran. Hallucination can lead to misinterpretations and inaccuracies, which can have significant consequences.

What is an MCP server?

MCP stands for Machine Comprehension Platform. It acts as an intermediary between an LLM and a data source, allowing the LLM to retrieve specific information more efficiently.

How does this server reduce hallucination?

By providing the LLM with only the relevant Quranic verses or information, the server reduces the likelihood of the LLM generating incorrect or fabricated content.

Can I use this server with other LLMs besides Claude?

Yes, while the README provides instructions for Claude, the server can be adapted for use with other LLMs that support external API integration.