Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Inspect Depot builds, CI runs, job logs and Actions runners; retry or cancel CI runs.
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.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://depot.usefulapi.io/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http depot https://depot.usefulapi.io/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"depot": {
"url": "https://depot.usefulapi.io/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"depot": {
"type": "http",
"url": "https://depot.usefulapi.io/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://depot.usefulapi.io/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 6일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
depot_list_projectsList the organization's Depot projects. A project is an isolated container-build cache (region, hardware, cache policy). Use the returned projectId with the build and registry tools. Depot: ProjectService/ListProjects.
depot_get_projectGet one Depot project — name, region, hardware size, cache policy, build timeout and autoscaling. Depot: ProjectService/GetProject.
depot_list_buildsList container builds in a project, newest first: status (STATUS_RUNNING / FAILED / SUCCESS / ERROR / CANCELED), timestamps, build duration, time saved by cache, and cached vs total steps. Depot: core BuildService/ListBuilds.
depot_get_buildGet one container build's status, timestamps, duration, time saved and cached/total step counts. Depot: core BuildService/GetBuild.
depot_get_build_stepsList the BuildKit steps of a container build: name, digest, start/end time, cache state (CACHED / UNCACHED), any error, and whether it has logs. Find the failing step here, then pass its digest to depot_get_build_step_logs. Depot: build.v1 BuildService/GetBuildSteps.
depot_get_build_step_logsGet the log lines (message + timestamp) of one container-build step, identified by its digest from depot_get_build_steps. Depot: build.v1 BuildService/GetBuildStepLogs.
depot_list_registry_imagesList the images stored in a project's Depot Registry: tag, digest, pushedAt and sizeBytes. Depot: build.v1 RegistryService/ListImages.
depot_get_usageGet the organization's Depot usage over a window: container builds per project (build count, minutes saved, minutes billed), GitHub Actions jobs per repo/workflow/runner (minutes elapsed and billed), storage, and agent sandboxes. Depot: UsageService/GetUsage.
depot_ci_list_runsList Depot CI runs, newest first. Filter by status (default: running + queued — pass ["failed"] to find failures), repo, commit SHA prefix, trigger event, or pull request number (requires repo). Depot: CIService/ListRuns.
depot_ci_get_run_statusGet a Depot CI run's status with its nested workflows, jobs and attempts (ids, keys, statuses, error messages). This is how to find the workflowId / jobId / attemptId for the log, diagnosis and retry tools. Depot: CIService/GetRunStatus.
depot_ci_list_workflowsList Depot CI workflows across runs, newest first, with per-status job counts. Filter by name/path text, repo, status, trigger, SHA prefix or PR number. Depot: CIService/ListWorkflows.
depot_ci_get_jobGet one Depot CI job: status, conclusion, error message, timestamps, runner config (labels, image, CPUs, memory), matrix values, parent run/workflow context, dependencies and attempt history. Depot: CIService/GetJob.
depot_ci_get_job_logsGet persisted log lines for a Depot CI job attempt, oldest first (step key/name, timestamp, line number, body). Pass job_id to read the job's latest attempt, or attempt_id for a specific one — exactly one. Pass nextPageToken back as page_token for more lines. Depot: CIService/Get
depot_ci_get_failure_diagnosisGet Depot's failure diagnosis for a CI run, workflow, job or attempt. For runs and workflows, identical failures are grouped by error fingerprint; for a job or attempt it is a focused diagnosis with evidence. Empty when no failure evidence is found. The best first call when a run
depot_gha_list_jobsList GitHub Actions jobs that ran on Depot-managed runners, newest first: status, conclusion, runner label, requested CPU/memory, duration, billable time and GitHub URL. Defaults to the last 30 days (max window 90 days). Depot: GithubActionsService/ListGithubActionsJobs.
depot_gha_search_logsSearch GitHub Actions log lines from Depot runners, newest match first (job, workflow, step, timestamp, body, lineId). Defaults to the last hour (max window 30 days). Filter by repository, workflow, runner label, action or compute id. Depot: GithubActionsService/SearchGithubActio
depot_gha_get_analyticsGet time-bucketed GitHub Actions analytics for Depot runners: job counts (successful/failed/cancelled), failure rate, elapsed and billable seconds, average duration — as totals plus hourly or daily buckets. Defaults to the last 30 days (max 90). Depot: GithubActionsService/GetGit
depot_gha_list_recommendationsList Depot's runner-size recommendations from job CPU and memory metrics: SIZE_UP when average CPU or memory reaches 90%, SIZE_DOWN when both averages stay ≤30% and peaks ≤70%, with current vs suggested size and per-minute price. Defaults to the last 30 days. Depot: GithubActions
depot_cache_list_entriesList Depot Cache entries of one type, optionally by key prefix: key, size in bytes, name and creation time (Depot returns no last-access time and no repository). Retention and size limits are set only in the dashboard (Organization Settings), not through the API. Depot: CacheServ
depot_cache_delete_entriesWRITE — deletes cached build data; a later build rebuilds it. Delete Depot Cache entries by exact key. Without confirm it only previews: it shows which keys exist, with their size, and deletes nothing. Show the preview to the user, then call again with confirm: true. Depot: Cache
depot_create_projectWRITE. Create a Depot container-build project (an isolated build cache). Idempotent by name: if an active project with the same name exists, that project is returned. Defaults: cache 50 GB / 14 days, hardware HARDWARE_16X32 on AWS builders. Depot: ProjectService/CreateProject.
depot_ci_retry_jobWRITE — starts compute. Retry one failed or cancelled Depot CI job, plus any skipped jobs that depend on it. Fails if a dependent job already started; use depot_ci_retry_failed_jobs then. Depot: CIService/RetryJob.
depot_ci_retry_failed_jobsWRITE — starts compute. Retry only the failed and cancelled jobs in a Depot CI workflow, plus skipped jobs that depend on them. Jobs that succeeded are left alone. Depot: CIService/RetryFailedJobs.
depot_ci_cancel_runWRITE — stops work in progress. Cancel a queued or running Depot CI run and all of its unfinished workflows, jobs and attempts. Cancelled jobs can be retried afterwards with depot_ci_retry_failed_jobs. Depot: CIService/CancelRun.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 usefulapi.io 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
387ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 24개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.36.3)은 어제 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Intervals MCP
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.
Remote MCP server for intervals.icu run data and analysis
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Use Depot from Claude, Cursor, or any MCP client — inspect projects, container builds, build steps and logs, Depot CI runs and jobs, and GitHub Actions runner usage, and retry or cancel CI work. Hosted, no local install: connect with your own Depot credentials.
Live endpoint: https://depot.usefulapi.io/mcp · Homepage: https://usefulapi.io/depot
https://depot.usefulapi.io/mcp.claude mcp add --transport http depot https://depot.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "depot": { "url": "https://depot.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Depot credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/depot/
On first connect you'll provide your Depot organization API token (Organization Settings → API Tokens). They're validated, stored per-user, and scoped to you — no keys in config files.
| Tool | Type | What it does |
|---|---|---|
depot_list_projects | read | List projects |
depot_get_project | read | Get a project |
depot_list_builds | read | List builds for a project |
depot_get_build | read | Get a build |
depot_get_build_steps | read | List a build's steps |
depot_get_build_step_logs | read | Get a build step's logs |
depot_list_registry_images | read | List registry images |
depot_get_usage | read | Get organization usage |
depot_ci_list_runs | read | List Depot CI runs |
depot_ci_get_run_status | read | Get a CI run's status tree |
depot_ci_list_workflows | read | List Depot CI workflows |
depot_ci_get_job | read | Get a CI job |
depot_ci_get_job_logs | read | Get a CI job's logs |
depot_ci_get_failure_diagnosis | read | Diagnose a CI failure |
depot_gha_list_jobs | read | List GitHub Actions jobs on Depot runners |
depot_gha_search_logs | read | Search GitHub Actions logs |
depot_gha_get_analytics | read | Get GitHub Actions analytics |
depot_gha_list_recommendations | read | List runner-size recommendations |
depot_cache_list_entries | read | List cache entries |
depot_cache_delete_entries | write | Delete cache entries |
depot_create_project | write | Create a project |
depot_ci_retry_job | write | Retry a CI job |
depot_ci_retry_failed_jobs | write | Retry a workflow's failed jobs |
depot_ci_cancel_run | write | Cancel a CI run |
depot_usage_status | meta | Usage status (free-tier meter) |
depot_request_feature | meta | Request a missing feature |
depot_upgrade | meta | Upgrade to Pro or Pro+ |
depot_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro (per user) | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with depot_upgrade (it returns a Stripe Checkout link). Cancel any time with depot_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running depot_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT © usefulapi. Not affiliated with or endorsed by Depot.