AEO Score: 35/100 — AI discoverability for Qdrant MCP server

[digitamaz]

AEO Score for mcp-server-qdrant: 35/100

Hi Qdrant team! I scanned the Qdrant MCP server with Clarvia.

Score: 35/100 (D — Needs Improvement)

AEO measures how discoverable an MCP server is to AI agents. Key factors: tool description completeness, structured error handling, and agent-discovery endpoints.

Badge:

[![AEO Score](https://clarvia.art/api/badge/mcp-server-qdrant)](https://clarvia.art/scan?url=https://github.com/qdrant/mcp-server-qdrant)

Full analysis: https://clarvia.art/scan?url=https://github.com/qdrant/mcp-server-qdrant