AI Coaching Apps

Futureweb Intervals MCPMCP connector for intervals.icu data

Open-source, self-hosted MCP server for Intervals.icu with coaching analytics, for ChatGPT, Claude and other MCP clients.

Listed, not ranked: a connector gives your own AI assistant access to your training data and does not coach by itself, so the coaching scores do not apply. Entry reviewed .

Visit github.com

Futureweb Intervals MCP is an open-source (GPL-3.0) MCP server for Intervals.icu and a community-maintained continuation of mvilanova/intervals-mcp-server. It runs on the athlete's own machine or server (PyPI, Docker, Claude Desktop bundle; the vendor states there is no hosted service) and connects ChatGPT, Claude and other MCP clients. It adds load and intensity analytics, planned-versus-executed workout analysis, recovery data against personal baselines and access to custom fields and streams. Tools are read-only by default; validated workout writes to the calendar can be enabled.

Works with

1 partners named on the vendor's pages; structured workouts go to 1. ✓ means the vendor states it, – means not stated. A partner not listed is unverified, not unsupported.

PartnerReads activitiesPushes workoutsWellness dataSource
Training platforms
intervals.icuWrites are off by default and enabled per permission class.github.com✓✓–github.com2026-10-13

Pricing

Model
unverified
Monthly
unverified
Annual
unverified
Free tier
unverified
Trial
unverified

No per-plan breakdown verified on the vendor's pages.

What athletes say

Independent reviews, forum threads and store listings consulted for the scores. Titles as published; read them at the source.

Questions about this app

Answered from the cited facts above only. A question is left out when its fact is unverified.

Does Futureweb Intervals MCP push workouts to my watch or bike computer?

Yes. The vendor states structured workouts are sent to intervals.icu.

Can I use Futureweb Intervals MCP with my own AI, such as Claude or ChatGPT?

Yes. The vendor offers an MCP server or equivalent that gives your own AI assistant access to your data.

Is Futureweb Intervals MCP open source?

Yes, according to the vendor.

Other MCP connectors

Other connectors in the index, alphabetical.

Vendor sources consulted

Spotted an outdated fact? Send the vendor page that states the current one.