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flowly MCP server · F · ToolBench

flowly

Open-source AI agent that runs on your machine — one memory, every channel, your own LLM keys. Includes MCP server integration for tool management, multi-agent orchestration, and channel bridges (WhatsApp, voice/Twilio).

2026-07-28+0 tools

31/100

Definition Quality0

Protocol Readiness0

Supportability51

Spec posture

Inferred effective spec 2026-07-28+·current baseline 2026-07-28

Static source inference · medium confidence · detected: Dynamic Client Registration

Deprecated protocol patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

First recorded score · v2 rubric

31/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	F	31	2026-07-28+	v2