fitfly-engine

io.github.dropflyai/fitfly-engine

Deterministic fitness coaching engine: adaptive programs, progression math, readiness autoregulation

Description as published in the official MCP registry.

Answers the MCP handshake and lists its tools. Checked 2026-10-04.

What we measured

Endpoint	`https://workout-engine-production-5dd7.up.railway.app/mcp`	registry
Handshake	Answers the MCP handshake and lists its tools (9,314 ms)	our check, 2026-10-04
Protocol version	2025-11-25	our check, 2026-10-04
Tools (10)	get_todays_session, readiness_checkin, log_workout, list_swap_options, swap_exercise, get_program, regenerate_program, nutrition_targets, meal_plan, changelog	tools/list, 2026-10-04
Registry version	0.2.0 · active · updated 2026-07-02	registry

Signed reports

No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows a real call went through, not just an opinion. How to file one.

Connect

claude mcp add --transport http fitfly-engine https://workout-engine-production-5dd7.up.railway.app/mcp

Commands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.

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Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name io.github.dropflyai/fitfly-engine.