Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Remote MCP server for intervals.icu run data and analysis
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
INTERVALS_API_KEY, INTERVALS_ATHLETE_ID, TZ, ORS_API_KEY, HOME_START, MCP_AUTH_TOKEN, PORT, PUBLIC_URL비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"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"
}
}
}
}터미널에서 이 명령어를 실행하세요
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:2.13.1실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"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"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"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"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
INTERVALS_ATHLETE_ID envTZ envPORT envPUBLIC_URL env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 ljcl 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: INTERVALS_API_KEY, ORS_API_KEY, HOME_START, MCP_AUTH_TOKEN
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(2.13.1)은 오늘 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Rystic
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Start, seed, clock, inspect and diff Rystic API simulators from your agent.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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