Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
Remote MCP server for intervals.icu run data and analysis
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
INTERVALS_API_KEY, INTERVALS_ATHLETE_ID, TZ, ORS_API_KEY, HOME_START, MCP_AUTH_TOKEN, PORT, PUBLIC_URLAls geheim markierte Werte sind Schlüssel zu deinem Konto. Gib sie nie weiter und füge sie nie in einen Chat ein.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Öffne Claude Desktop → Settings → Developer → Edit Config und füge dies in claude_desktop_config.json ein
{
"mcpServers": {
"intervals": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"INTERVALS_API_KEY",
"-e",
"INTERVALS_ATHLETE_ID",
"-e",
"TZ",
"-e",
"ORS_API_KEY",
"-e",
"HOME_START",
"-e",
"MCP_AUTH_TOKEN",
"-e",
"PORT",
"-e",
"PUBLIC_URL",
"ghcr.io/ljcl/intervals-mcp:2.13.1"
],
"env": {
"INTERVALS_API_KEY": "your-value",
"INTERVALS_ATHLETE_ID": "your-value",
"TZ": "your-value",
"ORS_API_KEY": "your-value",
"HOME_START": "your-value",
"MCP_AUTH_TOKEN": "your-value",
"PORT": "your-value",
"PUBLIC_URL": "your-value"
}
}
}
}Führe das in deinem Terminal aus
claude mcp add intervals --env INTERVALS_API_KEY=your-value --env INTERVALS_ATHLETE_ID=your-value --env TZ=your-value --env ORS_API_KEY=your-value --env HOME_START=your-value --env MCP_AUTH_TOKEN=your-value --env PORT=your-value --env PUBLIC_URL=your-value -- docker run -i --rm -e INTERVALS_API_KEY -e INTERVALS_ATHLETE_ID -e TZ -e ORS_API_KEY -e HOME_START -e MCP_AUTH_TOKEN -e PORT -e PUBLIC_URL ghcr.io/ljcl/intervals-mcp:2.13.1Trag die leeren Werte ein, bevor du ihn startest.
In .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"intervals": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"INTERVALS_API_KEY",
"-e",
"INTERVALS_ATHLETE_ID",
"-e",
"TZ",
"-e",
"ORS_API_KEY",
"-e",
"HOME_START",
"-e",
"MCP_AUTH_TOKEN",
"-e",
"PORT",
"-e",
"PUBLIC_URL",
"ghcr.io/ljcl/intervals-mcp:2.13.1"
],
"env": {
"INTERVALS_API_KEY": "your-value",
"INTERVALS_ATHLETE_ID": "your-value",
"TZ": "your-value",
"ORS_API_KEY": "your-value",
"HOME_START": "your-value",
"MCP_AUTH_TOKEN": "your-value",
"PORT": "your-value",
"PUBLIC_URL": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"intervals": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"INTERVALS_API_KEY",
"-e",
"INTERVALS_ATHLETE_ID",
"-e",
"TZ",
"-e",
"ORS_API_KEY",
"-e",
"HOME_START",
"-e",
"MCP_AUTH_TOKEN",
"-e",
"PORT",
"-e",
"PUBLIC_URL",
"ghcr.io/ljcl/intervals-mcp:2.13.1"
],
"env": {
"INTERVALS_API_KEY": "your-value",
"INTERVALS_ATHLETE_ID": "your-value",
"TZ": "your-value",
"ORS_API_KEY": "your-value",
"HOME_START": "your-value",
"MCP_AUTH_TOKEN": "your-value",
"PORT": "your-value",
"PUBLIC_URL": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dieser Server läuft auf deinem Computer, und ChatGPT kann sich nur mit Servern im Internet verbinden. Wähle eine andere App.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
INTERVALS_ATHLETE_ID envTZ envPORT envPUBLIC_URL envDiese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 7. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto ljcl bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Das musst du eintragen: INTERVALS_API_KEY, ORS_API_KEY, HOME_START, MCP_AUTH_TOKEN
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (2.13.1) kam heute in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du Docker auf deinem Computer.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, Python MCP
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Local-only Python MCP server for the Files.com API.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
A single-user remote MCP server for intervals.icu run data and analysis, with interactive MCP Apps.
All text tools and every MCP App talk to intervals.icu directly and are verified against a real account; see docs/tools.md for the full catalog. Configuration is checked at startup: a bad variable stops the server with a message naming it, and the key's presence is reported on /health.
History. This project began as strava-mcp and was migrated to intervals.icu as its data source; nothing in the server talks to Strava today.
cp .env.example .env
Edit .env with your values:
INTERVALS_API_KEY=your_api_key
All variables are listed in docs/operations.md.
Local development (needs Bun):
bun install
bun run dev
Docker:
docker compose up -d
Prefer the prebuilt image? Pull ghcr.io/ljcl/intervals-mcp:latest, the newest release (also on the MCP registry as io.github.ljcl/intervals-mcp), and point your compose image: at it instead of building; you still supply your own API key. :edge tracks unreleased main. Published images carry SBOM/provenance attestations you can verify; see operations.md.
GET /health reports liveness without spending an intervals.icu API request; with MCP_AUTH_TOKEN it also reports config and rate-limit state. Response shapes and monitoring guidance: operations.md.
Point any client at http://localhost:3000/mcp. Repo layout, task runner, tests, coverage gates, and Storybook workflow: docs/development.md. Agent conventions live in AGENTS.md.
Most AI tools (Claude Desktop, Claude Code, etc.) need an HTTPS URL to reach your MCP server. Since the server runs on your local network, you'll need a tunnel to expose it.
Tailscale Funnel exposes a local port to the internet over HTTPS with no configuration:
tailscale funnel --bg 3000
Set PUBLIC_URL in your .env to the resulting URL.
cloudflared tunnel --url http://localhost:3000
A tunnel makes /mcp reachable by anyone who discovers the URL, so they can use the intervals.icu API key configured on the server (the key itself is never exposed to them). Set MCP_AUTH_TOKEN to a long random secret (openssl rand -hex 32) and every /mcp request requires Authorization: Bearer ; each client snippet below shows where the header goes. The secret also gates the detailed half of /health. Full details: operations.md.
Set it in .env alongside your API key; docker-compose.yml forwards it automatically.
AI Tool (Claude Desktop, Claude Code, etc.)
│ HTTPS HTTPS Tunnel (Tailscale / Cloudflare) │ HTTP (localhost:3000) intervals-mcp Server (Docker / Bun) │ HTTPS intervals.icu API
The server works with any MCP client that supports the Streamable HTTP transport. In every snippet below, replace https://your-public-url with your tunnel URL (or http://localhost:3000 for local development), and include the Authorization header only if you set MCP_AUTH_TOKEN.
Add to your Claude configuration (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):
{
"mcpServers": { "intervals-mcp": { "type": "url", "url": "https://your-public-url/mcp", "headers": { "Authorization": "Bearer your-mcp-auth-token" } } } }
Restart Claude Desktop to load the new configuration.
claude mcp add --transport http intervals-mcp https://your-public-url/mcp \
--header "Authorization: Bearer your-mcp-auth-token"
Add to .cursor/mcp.json in your project (or ~/.cursor/mcp.json for all projects):
{
"mcpServers": { "intervals-mcp": { "url": "https://your-public-url/mcp", "headers": { "Authorization": "Bearer your-mcp-auth-token" } } } }
Add to .vscode/mcp.json in your workspace (or run MCP: Add Server from the command palette):
{
"servers": { "intervals-mcp": { "type": "http", "url": "https://your-public-url/mcp", "headers": { "Authorization": "Bearer your-mcp-auth-token" } } } }
Any client that speaks Streamable HTTP can connect to the /mcp endpoint directly. The endpoint serves the 2026-07-28 revision: clients send stateless requests carrying the io.modelcontextprotocol/* envelope keys and the Mcp-Method/Mcp-Name headers (server/discover advertises capabilities). A 2025-era client (one that opens with initialize) is served statelessly too, because claude.ai loads MCP Apps that way, but it gets no write tool: update-activity, update-wellness and update-gear need a 2026-07-28 client. POST JSON-RPC messages with an Accept: application/json, text/event-stream header. Protocol details: docs/architecture.md.
The full tool catalog, prompts, permission behaviour, and example requests live in docs/tools.md. All text tools and every MCP App's data handler talk to intervals.icu directly.
| Doc | Contents |
|---|---|
| docs/tools.md | Full tool catalog, prompts, permission behaviour, example requests |
| docs/operations.md | Environment variables, the API key, health endpoint, rate limits, endpoint security |
| docs/architecture.md | Server architecture: transport, HTTP layer, cache, error taxonomy, analysis math |
| docs/api-notes.md | Calling the intervals.icu API: auth, endpoints, verified behaviour from Phases 1 and 2 |
| docs/mcp-apps.md | MCP App packages: shared shell, mobile, theming, per-app details |
| docs/development.md | Monorepo mechanics: Turborepo, coverage gates, Storybook gates, Docker build |
| docs/releasing.md | Release automation: Conventional Commit PR titles, release-please, publishing |
| docs/project.md | Issue tracking and project board |
| docs/Intervals_MCP_Server.md | Capability reference to upload as project knowledge in a Claude project using this server |
PRs are squash-merged and the PR title becomes the commit on `main`, so write it as a Conventional Commit (fix: patch, feat: minor, any ! or BREAKING CHANGE: footer major; chore:/docs:/refactor:/ci: release nothing). A CI check rejects non-conforming titles; see docs/releasing.md.
Server exits at startup: The message names the variable to fix, one line per bad variable. See operations.md.
AI tool can't reach the server — MCP requires an HTTPS URL. Use a tunnel (Tailscale Funnel or Cloudflare Tunnel) to expose your local server. See Connecting to AI Tools.
API key errors: Check /health first: api_key_configured tells you whether the server has a key set at all. If api_key_configured is true but calls still fail, the key may be wrong or revoked; generate a new one at intervals.icu, Settings, Developer Settings, and update INTERVALS_API_KEY. See operations.md.
Today's run is missing, or dates are a day off: Check time_zone and time_zone_source on /health. With TZ unset (or UTC), the server uses your intervals.icu time zone; set TZ to choose one. See operations.md.
"Cloudflare … answered with a challenge": Cloudflare, in front of intervals.icu, stopped the request before it reached intervals.icu, so this is not an API key problem. Wait a few minutes and retry. See operations.md.
Client can't connect (401 or unsupported protocol version): Each refused /mcp request writes one mcp_rejected line to the server log with its status, JSON-RPC code and, when the client sent it, its name. A 401 means the bearer token is missing or wrong. Code -32022 means the client's envelope names an MCP revision the server does not serve. See operations.md.
Is the server up and reachable? curl https://your-public-url/health. It answers without touching the intervals.icu API, so it works even when your rate limit is exhausted.
Client re-prompts for read tools after I granted them — A release likely renamed a tool or changed its input schema; grants are stored per tool identity, so that drops the grant. Releases say so in the changelog. Otherwise persistence lives in the client — check both connector-level and per-tool settings. See docs/tools.md.
MIT