AEO Score: 45/100 — How AI agents discover your FastAPI MCP endpoints

[digitamaz]

AEO Score for fastapi-mcp: 45/100

Hi! I analyzed fastapi-mcp with Clarvia — an AEO (AI Engine Optimization) scanner.

Score: 45/100 (C — Emerging)

AEO measures how easily AI agents discover and use MCP servers. Since fastapi-mcp converts FastAPI endpoints to MCP tools, its discoverability is directly tied to how agents choose which MCP servers to install.

Key improvement areas at this score level: MCP tool descriptions, structured error responses, and well-known endpoint discoverability.

Badge for README:

[![AEO Score](https://clarvia.art/api/badge/fastapi_mcp)](https://clarvia.art/scan?url=https://github.com/tadata-org/fastapi_mcp)

Full report: https://clarvia.art/scan?url=https://github.com/tadata-org/fastapi_mcp