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echokit_server MCP server · F · ToolBench

echokit_server

A real-time conversational AI server with support for multiple LLM backends (OpenAI, Gemini, Claude), text-to-speech (Elevenlabs, CosyVoice), and speech-to-text (Whisper, Paraformer). Integrates with MCP (Model Context Protocol) servers for tool execution.

<=2025-11-25STREAMABLE_HTTP0 tools

37/100

Definition Quality0

Protocol Readiness0

Supportability61

Spec posture

Inferred effective spec <=2025-11-25·current baseline 2026-07-28

Static source inference · medium confidence · detected: Logging

Deprecated protocol patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

↑ 17 points across a rubric change (v1 → v2)

37/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-22	F	37	<=2025-11-25	v2
2026-03-09	F	20	-	v1