Server data from the Official MCP Registry
AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node
AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node
This MCP server implements a vector knowledge graph with authentication and rate-limiting via a custom auth middleware. However, several security and code quality issues reduce confidence: (1) the auth system relies on local file-based storage without encryption, making API keys and usage data vulnerable; (2) in-memory graph data (_NODES, _EDGES) is not persisted and lost on restart, undermining compliance use cases; (3) embeddings are generated via MD5 hashing rather than real semantic vectors, limiting utility; (4) the server exposes monetization endpoints and upsell logic that may not align with MCP design patterns; (5) the auth middleware is imported from a hardcoded shared path that may not exist in all deployments. While the server does not exhibit malicious patterns or dangerous code, these architectural weaknesses and lack of persistent storage warrant caution for production use, especially given the stated EU AI Act compliance focus. Supply chain analysis found 3 known vulnerabilities in dependencies (0 critical, 3 high severity). Package verification found 1 issue.
7 files analyzed · 14 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
This plugin requests these system permissions. Most are normal for its category.
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-csoai-org-vector-knowledge-graph-mcp": {
"args": [
"-y",
"vector-knowledge-graph-mcp"
],
"command": "npx"
}
}
}Be the first to review this server!
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