intervals-mcp-server — Watchlist

MCP100 Assessment

Watchlist / Tracking

Why we’re tracking it

Monitor exact implementation activity, MCP interface, permission and setup changes.

Reviewed Oct 10, 2026 · Documentation review; complete setup workflow not independently tested

Best fit

Intervals.icu training and performance data

What we know

Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API. Public Radar listing describes capability; verify precise runtime setup and privilege boundaries upstream.

Maintenance / activity evidence

GitHub exact repo pushed_at 2026-08-02T10:51:21Z

Tracking evidence observed Oct 10, 2026. These dated signals do not establish current maintenance. Reviewed enrichment confidence: medium.

Verification gaps / watch-outs

Installation and comprehensive security have not been independently audited.
Intervals.icu account and training records may be private; check API token scopes. Complete write authority is not verified.
Refer to first-party setup documentation; do not infer authorization from package existence.
Sensitive access: training/activity information

Intervals.icu account and training records may be private; check API token scopes.
Public tracking suitability is not an installation safety audit.

Full authority, access and evidence limits are available in Review context and Access & risk.

Popularity

369 repository stars

Stars observed Oct 10, 2026.

Repository total for mvilanova/intervals-mcp-server.

All limitations / Review context

Has intervals-mcp-server changed its documented MCP interface, authentication or privilege boundaries, and does it merit promotion?

Limited editorial listing; known permission implications disclosed, no independently established publication blocker.

Intervals.icu account and training records may be private; check API token scopes.
Public tracking suitability is not an installation safety audit.
Refer to first-party setup documentation; do not infer authorization from package existence.
training/activity information
Sensitive access: training/activity information
Complete write authority is not verified.
Installation, client compatibility and comprehensive security have not been independently audited. Authentication and access depend on the configured services.
Upstream credential and permission scopes must be validated before runtime use.
Precise setup/auth/permissions not verified
Write actions/tool inventory not confirmed against exact tool documentation; listed action classes remain illustrative or context-dependent. Empty inventory does not establish read-only.
Some integration/runtime instructions are not confirmed from a first-party install guide and therefore intentionally omitted.
Exact GitHub pushed_at 2026-08-02T10:51:21Z

Original activity observations

GitHub exact repo pushed_at 2026-08-02T10:51:21Z

Technical identity

github.com/mvilanova/intervals-mcp-server

Exact implementation source: https://github.com/mvilanova/intervals-mcp-server ↗
Reviewed resource type: MCP Server
Repository identity: mvilanova/intervals-mcp-server

Evidence & Sources

Evidence basis: Recorded source evidence
Setup runtime verification: Not independently runtime-tested by MCP100 for this setup workflow.

Reviewed Oct 10, 2026 · Latest source observation Oct 10, 2026

GitHub repository ↗
mvilanova/intervals-mcp-server
Recorded repository material and project history.

Setup · Watchlist

Install & Agents

claude-desktop

Publisher instructions with a documented client setup path.

Source evidence observed Oct 14, 2026.

Additional setup details required — see the specific gaps below.

Install / connect
Publisher instructions
Intervals.icu MCP local Python project needs athlete ID and account API key before client integration.
package install · Publisher instructions
git clone https://github.com/mvilanova/intervals-mcp-server.git cd intervals-mcp-server uv venv --python 3.12 uv sync
Configure / authenticate
Publisher instructions
Intervals.icu API key and athlete ID required; create .env and use mcp install ... --env-file .env for Claude Desktop. Windows Store config has a different path.
publisher documented example · Publisher instructions · Review before use
```
mcp install src/intervals_mcp_server/server.py --name "Intervals.icu" --with-editable . --env-file .env
```
Check connection
Suggested check
Check a read-only activity list with user account; do not write or edit workouts.
Remove / uninstall / revoke
MCP100 setup guide
Only if exactly registered with that name on Claude Code; Desktop remove mcpServers entry for Intervals.icu. `uv` environment and local .env are separate.
Distinguish client registration removal from software uninstall, persistent data deletion and provider OAuth/API-key revocation.
claude mcp remove Intervals.icu

Official Documentation & Sources

What it does

Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API. Public Radar listing describes capability; verify precise runtime setup and privilege boundaries upstream.

Capability: Productivity & Collaboration
Resource type: MCP Server
Industry: Sports & Entertainment
Best fit: Intervals.icu training and performance data

Representative uses

Intervals.icu training and performance data

Limitations

Intervals.icu account and training records may be private; check API token scopes.
Some integration/runtime instructions are not confirmed from a first-party install guide and therefore intentionally omitted.
Exact GitHub pushed_at 2026-08-02T10:51:21Z

Reviewed access

Access & risk

Review the exact access boundary before connecting this MCP to accounts, credentials, or sensitive data.

Authentication: Refer to first-party setup documentation; do not infer authorization from package existence.
Permissions: Intervals.icu account and training records may be private; check API token scopes.
Data handling: training/activity information
Cost: Provider or usage fees possible; verify current pricing
Risk and cautions: Intervals.icu account and training records may be private; check API token scopes.

Access scope and cautions

Write actions: Not verified
Sensitive access: training/activity information
Risk level: medium
Security notes: Intervals.icu account and training records may be private; check API token scopes. Public tracking suitability is not an installation safety audit.

The reviewed evidence does not establish the complete write authority of this MCP. Consult the unresolved evidence before granting write access.

FAQ

Based on reviewed evidence as of 2026-10-10T03:38:00Z. Watchlist tracking is not a recommendation or a security certification.

Which tasks are documented for this implementation?

The reviewed tasks include: Intervals.icu training and performance data.

What setup and authentication are documented?

A complete connection procedure is not verified. Client notes: Installation command omitted unless verified or clearly package-specific; do not infer npx/uvx entrypoints. These facts do not supply missing installation commands, credentials or a verified authentication procedure. Authentication: Refer to first-party setup documentation; do not infer authorization from package existence.

Can it modify data or perform write operations?

Not verified. The available evidence does not establish the complete write authority. Recorded permission context: Intervals.icu account and training records may be private; check API token scopes.

What data-handling boundary should I consider?

training/activity information Recorded sensitive-access context: training/activity information.

What limitations and risks should I check before use?

Intervals.icu account and training records may be private; check API token scopes. Some integration/runtime instructions are not confirmed from a first-party install guide and therefore intentionally omitted. Exact GitHub pushed_at 2026-08-02T10:51:21Z. Public tracking suitability is not an installation safety audit. Upstream credential and permission scopes must be validated before runtime use.