MCP-based Knowledge Graph Construction System

An automated system that processes raw text through a three-stage pipeline to assess data quality, enhance information, and generate structured knowledge graphs. It provides tools for triple extraction with confidence scoring and creates interactive HTML visualizations of the resulting graph.

→ turambar928/MCP_based_KG_construction · listed on glama

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// key findings

🚨

Hardcoded credentials detected

1 live-looking API key in source: 1 OpenAI API key

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/turambar928-mcp-based-kg-construction-aym4qh)](https://m8ven.ai/mcp/turambar928-mcp-based-kg-construction-aym4qh)

commit: 6519a4ec420e9ca4008d12294421193916f9ec5a

code hash: bb3df06495702860f023bfb95411b9ae16721647cbb8a1cbc3073f663cc85a12

verified: 4/18/2026, 6:30:53 PM

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