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BH25-MCP-server-shapes

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by biohackathon-japan

Overview

This project outlines the development and integration of Model Context Protocol (MCP) servers with RDF data portals and SPARQL endpoints, leveraging RDF data shapes (ShEx) to enhance natural language interactions with large RDF datasets via Large Language Models (LLMs).

Installation

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Security Notes

The provided source code consists of a BioHackrXiv publication template and a scientific paper, not executable server code. Therefore, it does not contain direct runtime security risks such as 'eval' statements, obfuscation, network vulnerabilities, or hardcoded secrets within this repository's contents. The described external systems (LLMs, RDF data portals, and the actual MCP server implementations) would have their own security considerations, but these are not auditable from the provided source for this specific repository.

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Interest Score0
Security Score10
Cost ClassHigh
Avg Tokens7000
Stars0
Forks0
Last Update2025-12-15

Tags

Semantic webOntologiesShExLLMModel Context Protocol