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mcp-kg-skills

Verified Safe

by fmktech

Overview

Manages a knowledge graph of reusable Python functions (skills), documentation, and environment variables for dynamic script composition and execution by an LLM.

Installation

Run Command
uv --directory /path/to/mcp-kg-skills run mcp-kg-skills

Environment Variables

  • NEO4J_PASSWORD

Security Notes

The 'execute' tool allows arbitrary Python code execution provided by the LLM. While output is sanitized (secrets replaced with '<REDACTED>') and secret environment variables are stored with restricted file permissions (0600), a sophisticated or exploited LLM could still potentially craft code to exfiltrate secrets if it manages to infer variable names. The 'QueryTool' is strictly read-only, preventing graph modification operations.

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Stats

Interest Score35
Security Score7
Cost ClassMedium
Avg Tokens5000
Stars2
Forks0
Last Update2025-11-26

Tags

Knowledge GraphLLM ToolsPythonNeo4jDynamic Execution