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kg-mcp

Verified Safe

by SnappStats

Overview

Provides tools to extract, search, and insert sports-associated information into a knowledge graph, and to generate scout reports for players using AI agents.

Installation

Run Command
uv run poe dev

Environment Variables

  • GOOGLE_CLOUD_PROJECT
  • GOOGLE_CLOUD_LOCATION
  • MONGO_URI
  • KG_URL
  • GOOGLE_APPLICATION_CREDENTIALS
  • VERTEX_AI_API_KEY
  • LOG_LEVEL

Security Notes

No direct use of 'eval' or obvious hardcoded secrets. Environment variables are managed via dotenv and Doppler (recommended). Relies on external services (Google GenAI, MongoDB, Hudl API, DDGS). The Cloud Run deployment configuration specifies `--allow-unauthenticated`, meaning the API endpoint is public; proper authentication/authorization must be handled by the consuming client or FastMCP's internal mechanisms, or an external layer. The prompt engineering for AI agents is detailed, which helps mitigate risks associated with generative AI output.

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Stats

Interest Score30
Security Score8
Cost ClassHigh
Avg Tokens3500
Stars1
Forks0
Last Update2025-11-28

Tags

Sports AnalyticsKnowledge GraphAI AgentScout ReportsPlayer Research