Pronunciation Assessment

https://server.smithery.ai/fabiosuizu/pronunciation-assessment/mcp

● healthy

Analyze spoken language to provide immediate feedback on pronunciation accuracy and fluency. Identify specific phonetic errors to help learners improve their speaking skills in real-time. Guide users toward native-like speech through detailed scoring and actionable insights.

Transport

streamable-http

Auth

smithery_api_key

Cost

—

How to connect

MCP endpoint (streamable-http)

https://server.smithery.ai/fabiosuizu/pronunciation-assessment/mcp

JSON-RPC initialize probe

curl -X POST https://server.smithery.ai/fabiosuizu/pronunciation-assessment/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'

Homepage

https://huggingface.co/spaces/fabiosuizu/pronunciation-assessment

Listed at (smithery)

https://huggingface.co/spaces/fabiosuizu/pronunciation-assessment